[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-2b82b6d196ef5d3f-standardizing-ai-agent-safety-via-third-party-audi-summary":3,"summaries-facets-categories":106,"summary-related-2b82b6d196ef5d3f-standardizing-ai-agent-safety-via-third-party-audi-summary":7690},{"id":4,"title":5,"ai":6,"body":13,"categories":69,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":74,"navigation":87,"path":88,"published_at":89,"question":71,"scraped_at":90,"seo":91,"sitemap":92,"source_id":93,"source_name":94,"source_type":95,"source_url":96,"stem":97,"tags":98,"thumbnail_url":71,"tldr":103,"tweet":71,"unknown_tags":104,"__hash__":105},"summaries\u002Fsummaries\u002F2b82b6d196ef5d3f-standardizing-ai-agent-safety-via-third-party-audi-summary.md","Standardizing AI Agent Safety via Third-Party Audits",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",4438,552,3108,0.0019375,{"type":14,"value":15,"toc":62},"minimark",[16,21,25,29,32,55,59],[17,18,20],"h2",{"id":19},"the-shift-from-performance-to-predictability","The Shift from Performance to Predictability",[22,23,24],"p",{},"As AI agents become more capable, the primary barrier to enterprise adoption is no longer model intelligence, but rather the inability to guarantee system behavior. Enterprises in regulated sectors like banking, healthcare, and defense require verifiable safety commitments before deployment. AIUC addresses this by moving away from internal, opaque testing toward an independent, third-party audit layer that mimics the structure of cybersecurity standards like SOC 2.",[17,26,28],{"id":27},"the-aiuc-1-audit-framework","The AIUC-1 Audit Framework",[22,30,31],{},"AIUC has developed a proprietary standard, AIUC-1, designed to quantify agent reliability. The framework is built on input from a consortium of 250 security and risk leaders who define the specific requirements for enterprise-grade AI. The audit process involves:",[33,34,35,43,49],"ul",{},[36,37,38,42],"li",{},[39,40,41],"strong",{},"Automated Stress Testing:"," Agents are subjected to a suite of approximately 5,000 tests designed to probe for vulnerabilities, including jailbreaks, hallucinations, and unauthorized data leakage.",[36,44,45,48],{},[39,46,47],{},"AI-Driven Analysis:"," The company leverages AI to execute the tests and analyze performance data, scaling the evaluation process beyond manual capabilities.",[36,50,51,54],{},[39,52,53],{},"Human Verification:"," Final audit reports, which typically span 100 pages, are verified by human experts to ensure the findings are actionable and accurate.",[17,56,58],{"id":57},"bridging-the-gap-between-research-and-enterprise","Bridging the Gap Between Research and Enterprise",[22,60,61],{},"While organizations like METR focus on evaluating frontier models for performance and safety, AIUC targets the downstream application layer—the agents being purchased and integrated by businesses. By providing a clear report on where an agent is reliable and where it presents risks, AIUC enables procurement teams to make informed, risk-adjusted decisions. This approach aligns with broader industry calls, such as those from Anthropic’s leadership, for independent, third-party evaluation to become a standard requirement for AI deployment.",{"title":63,"searchDepth":64,"depth":64,"links":65},"",2,[66,67,68],{"id":19,"depth":64,"text":20},{"id":27,"depth":64,"text":28},{"id":57,"depth":64,"text":58},[70],"AI Automation",null,"md",false,{"content_references":75,"triage":82},[76,80],{"type":77,"title":78,"context":79},"other","SOC 2","mentioned",{"type":77,"title":81,"context":79},"METR",{"relevance":83,"novelty":84,"quality":83,"actionability":84,"composite":85,"reasoning":86},4,3,3.6,"Category: AI & LLMs. The article discusses a new framework for auditing AI agents, addressing a specific pain point for enterprises regarding safety and reliability, which is crucial for product builders. It provides insights into the audit process and the importance of third-party evaluations, but lacks detailed actionable steps for implementation.",true,"\u002Fsummaries\u002F2b82b6d196ef5d3f-standardizing-ai-agent-safety-via-third-party-audi-summary","2026-09-15 13:00:00","2026-09-16 03:12:08",{"title":5,"description":63},{"loc":88},"2b82b6d196ef5d3f","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F09\u002F15\u002Fearly-anthropic-hire-former-metr-coo-have-found-a-way-to-rein-in-rogue-ai-agents\u002F","summaries\u002F2b82b6d196ef5d3f-standardizing-ai-agent-safety-via-third-party-audi-summary",[99,100,101,102],"ai-tools","agents","saas","security","Artificial Intelligence Underwriting Company (AIUC) is applying a SOC 2-style certification model to AI agents, using a 5,000-test suite to provide enterprises with independent safety audits.",[102],"3gcAVrVxxgMMP1bewT40Nl1iaQGUFWWkOAwW06nPmgk",[107,110,113,115,118,120,122,125,127,129,131,133,136,139,141,143,145,147,150,152,154,156,158,161,163,165,167,169,171,173,175,177,179,181,183,185,187,189,191,193,195,197,199,201,203,205,207,209,211,213,216,218,220,222,224,226,228,230,232,234,236,238,240,242,244,246,249,251,253,255,257,259,261,263,265,267,269,271,273,275,277,279,281,283,285,287,289,292,294,296,298,300,302,304,306,308,310,312,314,316,318,320,322,324,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,398,400,402,404,406,408,410,412,414,416,418,421,423,425,427,429,431,433,435,437,439,441,443,445,447,449,451,454,456,458,460,462,464,466,468,470,472,474,476,478,480,483,485,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,552,554,556,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,598,600,602,604,606,608,610,612,614,616,618,620,622,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,934,936,938,940,942,945,947,949,951,953,955,957,959,961,963,965,967,969,971,974,976,978,980,982,984,986,988,990,992,994,996,998,1000,1002,1004,1006,1008,1010,1012,1014,1016,1018,1020,1022,1024,1026,1028,1030,1032,1034,1036,1038,1040,1042,1044,1046,1048,1050,1052,1054,1056,1058,1060,1062,1064,1066,1068,1070,1072,1074,1076,1078,1080,1082,1084,1086,1088,1090,1092,1094,1096,1098,1100,1102,1104,1106,1108,1110,1112,1114,1116,1118,1120,1122,1124,1126,1128,1130,1132,1134,1136,1138,1140,1142,1144,1146,1148,1150,1152,1154,1156,1158,1160,1162,1164,1166,1168,1170,1172,1174,1176,1178,1180,1182,1184,1186,1188,1190,1192,1194,1196,1198,1200,1202,1204,1206,1208,1210,1212,1214,1216,1218,1220,1222,1224,1226,1228,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1288,1290,1292,1294,1296,1298,1300,1302,1304,1306,1308,1310,1312,1314,1316,1318,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1556,1558,1560,1562,1564,1566,1568,1570,1572,1574,1576,1578,1580,1582,1584,1586,1588,1590,1592,1594,1596,1598,1600,1602,1604,1606,1608,1610,1612,1614,1616,1618,1620,1622,1624,1626,1628,1630,1632,1634,1636,1638,1640,1642,1644,1646,1648,1650,1652,1654,1656,1658,1660,1662,1664,1666,1668,1670,1672,1674,1676,1678,1680,1682,1684,1686,1688,1690,1692,1694,1696,1698,1700,1702,1704,1706,1708,1710,1712,1714,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1892,1894,1896,1898,1900,1902,1904,1906,1908,1910,1912,1914,1916,1918,1920,1922,1924,1926,1928,1930,1932,1934,1936,1938,1940,1942,1944,1946,1948,1950,1952,1954,1956,1958,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2472,2474,2476,2478,2480,2482,2484,2486,2488,2490,2492,2494,2496,2498,2500,2502,2504,2506,2508,2510,2512,2514,2516,2518,2520,2522,2524,2526,2528,2530,2532,2534,2536,2538,2540,2542,2544,2546,2548,2550,2552,2554,2556,2558,2560,2562,2564,2566,2568,2570,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2702,2704,2706,2708,2710,2712,2714,2716,2718,2720,2722,2724,2726,2728,2730,2732,2734,2736,2738,2740,2742,2744,2746,2748,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3466,3468,3470,3472,3474,3476,3478,3480,3482,3484,3486,3488,3490,3492,3494,3496,3498,3500,3502,3504,3506,3508,3510,3512,3514,3516,3518,3520,3522,3524,3526,3528,3530,3532,3534,3536,3538,3540,3542,3544,3546,3548,3550,3552,3554,3556,3558,3560,3562,3564,3566,3568,3570,3572,3574,3576,3578,3580,3582,3584,3586,3588,3590,3592,3594,3596,3598,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4213,4215,4217,4219,4221,4223,4225,4227,4229,4231,4233,4235,4237,4239,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4451,4453,4455,4457,4459,4461,4463,4465,4467,4469,4471,4473,4475,4477,4479,4481,4483,4485,4487,4489,4491,4493,4495,4497,4499,4501,4503,4505,4507,4509,4511,4513,4515,4517,4519,4521,4523,4525,4527,4529,4531,4533,4535,4537,4539,4541,4543,4545,4547,4549,4551,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4597,4599,4601,4603,4605,4607,4609,4611,4613,4615,4617,4619,4621,4623,4625,4627,4629,4631,4633,4635,4637,4639,4641,4643,4645,4647,4649,4651,4653,4655,4657,4659,4661,4663,4665,4667,4669,4671,4673,4675,4677,4679,4681,4683,4685,4687,4689,4691,4693,4695,4697,4699,4701,4703,4705,4707,4709,4711,4713,4715,4717,4719,4721,4723,4725,4727,4729,4731,4733,4735,4737,4739,4741,4743,4745,4747,4749,4751,4753,4755,4757,4759,4761,4763,4765,4767,4769,4771,4773,4775,4777,4779,4781,4783,4785,4787,4789,4791,4793,4795,4797,4799,4801,4803,4805,4807,4809,4811,4813,4815,4817,4819,4821,4823,4825,4827,4829,4831,4833,4835,4837,4839,4841,4843,4845,4847,4849,4851,4853,4855,4857,4859,4861,4863,4865,4867,4869,4871,4873,4875,4877,4879,4881,4883,4885,4887,4889,4891,4893,4895,4897,4899,4901,4903,4905,4907,4909,4911,4913,4915,4917,4919,4921,4923,4925,4927,4929,4931,4933,4935,4937,4939,4941,4943,4945,4947,4949,4951,4953,4955,4957,4959,4961,4963,4965,4967,4969,4971,4973,4975,4977,4979,4981,4983,4985,4987,4989,4991,4993,4995,4997,4999,5001,5003,5005,5007,5009,5011,5013,5015,5017,5019,5021,5023,5026,5028,5030,5032,5034,5036,5038,5040,5042,5044,5046,5048,5050,5052,5054,5056,5058,5060,5062,5064,5066,5068,5070,5072,5074,5076,5078,5080,5082,5084,5086,5088,5090,5092,5094,5096,5098,5100,5102,5104,5106,5108,5110,5112,5114,5116,5118,5120,5122,5124,5126,5128,5130,5132,5134,5136,5138,5140,5142,5144,5146,5148,5150,5152,5154,5156,5158,5160,5162,5164,5166,5168,5170,5172,5174,5176,5178,5180,5182,5184,5186,5188,5190,5192,5194,5196,5198,5200,5202,5204,5206,5208,5210,5212,5214,5216,5218,5220,5222,5224,5226,5228,5230,5232,5234,5236,5238,5240,5242,5244,5246,5248,5250,5252,5254,5256,5258,5260,5262,5264,5266,5268,5270,5272,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302,5304,5306,5308,5310,5312,5314,5316,5318,5320,5322,5324,5326,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346,5348,5350,5352,5354,5356,5358,5360,5362,5364,5366,5368,5370,5372,5374,5376,5378,5380,5382,5384,5386,5388,5390,5392,5394,5396,5398,5400,5402,5404,5406,5408,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5454,5456,5458,5460,5462,5464,5466,5468,5470,5472,5474,5476,5478,5480,5482,5484,5486,5488,5490,5492,5494,5496,5498,5500,5502,5504,5506,5508,5510,5512,5514,5516,5518,5520,5522,5524,5526,5528,5530,5532,5534,5536,5538,5540,5542,5544,5546,5548,5550,5552,5554,5556,5558,5560,5562,5564,5566,5568,5570,5572,5574,5576,5578,5580,5582,5584,5586,5588,5590,5592,5594,5596,5598,5600,5602,5604,5606,5608,5610,5612,5614,5616,5618,5620,5622,5624,5626,5628,5630,5632,5634,5636,5638,5640,5642,5644,5646,5648,5650,5652,5654,5656,5658,5660,5662,5664,5666,5668,5670,5672,5674,5676,5678,5680,5682,5684,5686,5688,5690,5692,5694,5696,5698,5700,5702,5704,5706,5708,5710,5712,5714,5716,5718,5720,5722,5724,5726,5728,5730,5732,5734,5736,5738,5740,5742,5744,5746,5748,5750,5752,5754,5756,5758,5760,5762,5764,5766,5768,5770,5772,5774,5776,5778,5780,5782,5784,5786,5788,5790,5792,5794,5796,5798,5800,5802,5804,5806,5808,5810,5812,5814,5816,5818,5820,5822,5824,5826,5828,5830,5832,5834,5836,5838,5840,5842,5844,5846,5848,5850,5852,5854,5856,5858,5860,5862,5864,5866,5868,5870,5872,5874,5876,5878,5880,5882,5884,5886,5888,5890,5892,5894,5896,5898,5900,5902,5904,5906,5908,5910,5912,5914,5916,5918,5920,5922,5924,5926,5928,5930,5932,5934,5936,5938,5940,5942,5944,5946,5948,5950,5953,5955,5957,5959,5961,5963,5965,5967,5969,5971,5973,5975,5977,5979,5981,5983,5985,5987,5989,5991,5993,5995,5997,5999,6001,6003,6005,6007,6009,6011,6013,6015,6017,6019,6021,6023,6025,6027,6029,6031,6033,6035,6037,6039,6041,6043,6045,6047,6049,6051,6053,6055,6057,6059,6061,6063,6065,6067,6069,6071,6073,6075,6077,6079,6081,6083,6085,6087,6089,6091,6093,6095,6097,6099,6101,6103,6105,6107,6109,6111,6113,6115,6117,6119,6121,6123,6125,6127,6129,6131,6133,6135,6137,6139,6141,6143,6145,6147,6149,6151,6153,6155,6157,6159,6161,6163,6165,6167,6169,6172,6174,6176,6178,6180,6182,6184,6186,6188,6190,6192,6194,6196,6198,6200,6202,6204,6206,6208,6210,6212,6214,6216,6218,6220,6222,6224,6226,6228,6230,6232,6234,6236,6238,6240,6242,6244,6246,6248,6250,6252,6254,6256,6258,6260,6262,6264,6266,6268,6270,6272,6274,6276,6278,6280,6282,6284,6286,6288,6290,6292,6294,6296,6298,6300,6302,6304,6306,6308,6310,6312,6314,6316,6318,6320,6322,6324,6326,6328,6330,6332,6334,6336,6338,6340,6342,6344,6346,6348,6350,6352,6354,6356,6358,6360,6362,6364,6366,6368,6370,6372,6374,6376,6378,6380,6382,6384,6386,6388,6390,6392,6394,6396,6398,6400,6402,6404,6406,6408,6410,6412,6414,6416,6418,6420,6422,6424,6426,6428,6430,6432,6434,6436,6438,6440,6442,6444,6446,6448,6450,6452,6454,6456,6458,6460,6462,6464,6466,6468,6470,6472,6474,6476,6478,6480,6482,6484,6486,6488,6490,6492,6494,6496,6498,6500,6502,6504,6506,6508,6510,6512,6514,6516,6518,6520,6522,6524,6526,6528,6530,6532,6534,6536,6538,6540,6542,6544,6546,6548,6550,6552,6554,6556,6558,6560,6562,6564,6566,6568,6570,6572,6574,6576,6578,6580,6582,6584,6586,6588,6590,6592,6594,6596,6598,6600,6602,6604,6606,6608,6610,6612,6614,6616,6618,6620,6622,6624,6626,6628,6630,6632,6634,6636,6638,6640,6642,6644,6646,6648,6650,6652,6654,6656,6658,6660,6662,6664,6666,6668,6670,6672,6674,6676,6678,6680,6682,6684,6686,6688,6690,6692,6694,6696,6698,6700,6702,6704,6706,6708,6710,6712,6714,6716,6718,6720,6722,6724,6726,6728,6730,6732,6734,6736,6738,6740,6742,6744,6746,6748,6750,6752,6754,6756,6758,6760,6762,6764,6766,6768,6770,6772,6774,6776,6778,6780,6782,6784,6786,6788,6790,6792,6794,6796,6798,6800,6802,6804,6806,6808,6810,6812,6814,6816,6818,6820,6822,6824,6826,6828,6830,6832,6834,6836,6838,6840,6842,6844,6846,6848,6850,6852,6854,6856,6858,6860,6862,6864,6866,6868,6870,6872,6874,6876,6878,6880,6882,6884,6886,6888,6890,6892,6894,6896,6898,6900,6902,6904,6906,6908,6910,6912,6914,6916,6918,6920,6922,6924,6926,6928,6930,6932,6934,6936,6938,6940,6942,6944,6946,6948,6950,6952,6954,6956,6958,6960,6962,6964,6966,6968,6970,6972,6974,6976,6978,6980,6982,6984,6986,6988,6990,6992,6994,6996,6998,7000,7002,7004,7006,7008,7010,7012,7014,7016,7018,7020,7022,7024,7026,7028,7030,7032,7034,7036,7038,7040,7042,7044,7046,7048,7050,7052,7054,7056,7058,7060,7062,7064,7066,7068,7070,7072,7074,7076,7078,7080,7082,7084,7086,7088,7090,7092,7094,7096,7098,7100,7102,7104,7106,7108,7110,7112,7114,7116,7118,7120,7122,7124,7126,7128,7130,7132,7134,7136,7138,7140,7142,7144,7146,7148,7150,7152,7154,7156,7158,7160,7162,7164,7166,7168,7170,7172,7174,7176,7178,7180,7182,7184,7186,7188,7190,7192,7194,7196,7198,7200,7202,7204,7206,7208,7210,7212,7214,7216,7218,7220,7222,7224,7226,7228,7230,7232,7234,7236,7238,7240,7242,7244,7246,7248,7250,7252,7254,7256,7258,7260,7262,7264,7266,7268,7270,7272,7274,7276,7278,7280,7282,7284,7286,7288,7290,7292,7294,7296,7298,7300,7302,7304,7306,7308,7310,7312,7314,7316,7318,7320,7322,7324,7326,7328,7330,7332,7334,7336,7338,7340,7342,7344,7346,7348,7350,7352,7354,7356,7358,7360,7362,7364,7366,7368,7370,7372,7374,7376,7378,7380,7382,7384,7386,7388,7390,7392,7394,7396,7398,7400,7402,7404,7406,7408,7410,7412,7414,7416,7418,7420,7422,7424,7426,7428,7430,7432,7434,7436,7438,7440,7442,7444,7446,7448,7450,7452,7454,7456,7458,7460,7462,7464,7466,7468,7470,7472,7474,7476,7478,7480,7482,7484,7486,7488,7490,7492,7494,7496,7498,7500,7502,7504,7506,7508,7510,7512,7514,7516,7518,7520,7522,7524,7526,7528,7530,7532,7534,7536,7538,7540,7542,7544,7546,7548,7550,7552,7554,7556,7558,7560,7562,7564,7566,7568,7570,7572,7574,7576,7578,7580,7582,7584,7586,7588,7590,7592,7594,7596,7598,7600,7602,7604,7606,7608,7610,7612,7614,7616,7618,7620,7622,7624,7626,7628,7630,7632,7634,7636,7638,7640,7642,7644,7646,7648,7650,7652,7654,7656,7658,7660,7662,7664,7666,7668,7670,7672,7674,7676,7678,7680,7682,7684,7686,7688],{"categories":108},[109],"AI & LLMs",{"categories":111},[112],"Developer Productivity",{"categories":114},[109],{"categories":116},[117],"Business & SaaS",{"categories":119},[109],{"categories":121},[70],{"categories":123},[124],"Product Strategy",{"categories":126},[70],{"categories":128},[109],{"categories":130},[112],{"categories":132},[70],{"categories":134},[135],"Software Engineering",{"categories":137},[138],"Data Science & Visualization",{"categories":140},[109],{"categories":142},[117],{"categories":144},[],{"categories":146},[109],{"categories":148},[149],"Inference & Serving",{"categories":151},[109],{"categories":153},[109],{"categories":155},[70],{"categories":157},[],{"categories":159},[160],"AI News & Trends",{"categories":162},[138],{"categories":164},[70],{"categories":166},[109],{"categories":168},[109],{"categories":170},[109],{"categories":172},[117],{"categories":174},[112],{"categories":176},[109],{"categories":178},[70],{"categories":180},[160],{"categories":182},[109],{"categories":184},[70],{"categories":186},[70],{"categories":188},[109],{"categories":190},[109],{"categories":192},[70],{"categories":194},[109],{"categories":196},[109],{"categories":198},[109],{"categories":200},[117],{"categories":202},[70],{"categories":204},[160],{"categories":206},[109],{"categories":208},[109],{"categories":210},[109],{"categories":212},[],{"categories":214},[215],"Design & Frontend",{"categories":217},[109],{"categories":219},[138],{"categories":221},[109],{"categories":223},[160],{"categories":225},[109],{"categories":227},[109],{"categories":229},[109],{"categories":231},[],{"categories":233},[109],{"categories":235},[109],{"categories":237},[70],{"categories":239},[135],{"categories":241},[109],{"categories":243},[70],{"categories":245},[109],{"categories":247},[248],"Marketing & Growth",{"categories":250},[215],{"categories":252},[109],{"categories":254},[70],{"categories":256},[109],{"categories":258},[109],{"categories":260},[135],{"categories":262},[109],{"categories":264},[],{"categories":266},[],{"categories":268},[215],{"categories":270},[109],{"categories":272},[70],{"categories":274},[112],{"categories":276},[135],{"categories":278},[70],{"categories":280},[215],{"categories":282},[109],{"categories":284},[124],{"categories":286},[109],{"categories":288},[135],{"categories":290},[291],"DevOps & Cloud",{"categories":293},[70],{"categories":295},[124],{"categories":297},[160],{"categories":299},[109],{"categories":301},[],{"categories":303},[109],{"categories":305},[109],{"categories":307},[109],{"categories":309},[],{"categories":311},[70],{"categories":313},[135],{"categories":315},[],{"categories":317},[135],{"categories":319},[70],{"categories":321},[109],{"categories":323},[215],{"categories":325},[326],"Governance & Standards",{"categories":328},[117],{"categories":330},[],{"categories":332},[109],{"categories":334},[],{"categories":336},[109],{"categories":338},[109],{"categories":340},[70],{"categories":342},[70],{"categories":344},[109],{"categories":346},[109],{"categories":348},[70],{"categories":350},[109],{"categories":352},[109],{"categories":354},[109],{"categories":356},[],{"categories":358},[135],{"categories":360},[],{"categories":362},[],{"categories":364},[109],{"categories":366},[135],{"categories":368},[],{"categories":370},[135],{"categories":372},[109],{"categories":374},[70],{"categories":376},[109],{"categories":378},[248],{"categories":380},[109],{"categories":382},[109],{"categories":384},[109],{"categories":386},[215],{"categories":388},[215],{"categories":390},[109],{"categories":392},[135],{"categories":394},[70],{"categories":396},[397],"GovTech & Public-Sector Adoption",{"categories":399},[135],{"categories":401},[109],{"categories":403},[109],{"categories":405},[109],{"categories":407},[70],{"categories":409},[70],{"categories":411},[138],{"categories":413},[109],{"categories":415},[160],{"categories":417},[70],{"categories":419},[420],"Legal AI Tools",{"categories":422},[109],{"categories":424},[70],{"categories":426},[109],{"categories":428},[248],{"categories":430},[70],{"categories":432},[124],{"categories":434},[109],{"categories":436},[135],{"categories":438},[397],{"categories":440},[],{"categories":442},[70],{"categories":444},[],{"categories":446},[117],{"categories":448},[70],{"categories":450},[70],{"categories":452},[453],"RAG & Retrieval",{"categories":455},[117],{"categories":457},[109],{"categories":459},[135],{"categories":461},[135],{"categories":463},[291],{"categories":465},[215],{"categories":467},[70],{"categories":469},[109],{"categories":471},[109],{"categories":473},[109],{"categories":475},[109],{"categories":477},[],{"categories":479},[70],{"categories":481},[482],"Agents & Orchestration",{"categories":484},[135],{"categories":486},[109],{"categories":488},[],{"categories":490},[70],{"categories":492},[117],{"categories":494},[],{"categories":496},[109],{"categories":498},[],{"categories":500},[109],{"categories":502},[112],{"categories":504},[135],{"categories":506},[117],{"categories":508},[109],{"categories":510},[109],{"categories":512},[109],{"categories":514},[70],{"categories":516},[109],{"categories":518},[109],{"categories":520},[160],{"categories":522},[109],{"categories":524},[],{"categories":526},[109],{"categories":528},[109],{"categories":530},[],{"categories":532},[109],{"categories":534},[135],{"categories":536},[109],{"categories":538},[70],{"categories":540},[138],{"categories":542},[],{"categories":544},[109],{"categories":546},[109],{"categories":548},[215],{"categories":550},[551],"Models & Frontier Labs",{"categories":553},[],{"categories":555},[215],{"categories":557},[558],"Regulation & Governance of AI",{"categories":560},[124],{"categories":562},[70],{"categories":564},[],{"categories":566},[109],{"categories":568},[109],{"categories":570},[70],{"categories":572},[70],{"categories":574},[160],{"categories":576},[109],{"categories":578},[117],{"categories":580},[109],{"categories":582},[70],{"categories":584},[],{"categories":586},[135],{"categories":588},[70],{"categories":590},[109],{"categories":592},[124],{"categories":594},[109],{"categories":596},[597],"AI Policy & Regulation",{"categories":599},[],{"categories":601},[109],{"categories":603},[70],{"categories":605},[70],{"categories":607},[124],{"categories":609},[70],{"categories":611},[109],{"categories":613},[109],{"categories":615},[109],{"categories":617},[70],{"categories":619},[],{"categories":621},[138],{"categories":623},[624],"Evals & Reliability",{"categories":626},[109],{"categories":628},[109],{"categories":630},[],{"categories":632},[138],{"categories":634},[112],{"categories":636},[397],{"categories":638},[597],{"categories":640},[109],{"categories":642},[109],{"categories":644},[117],{"categories":646},[109],{"categories":648},[70],{"categories":650},[109],{"categories":652},[70],{"categories":654},[482],{"categories":656},[109],{"categories":658},[135],{"categories":660},[109],{"categories":662},[109],{"categories":664},[],{"categories":666},[215],{"categories":668},[],{"categories":670},[109],{"categories":672},[109],{"categories":674},[397],{"categories":676},[109],{"categories":678},[109],{"categories":680},[109],{"categories":682},[],{"categories":684},[109],{"categories":686},[215],{"categories":688},[135],{"categories":690},[],{"categories":692},[109],{"categories":694},[],{"categories":696},[70],{"categories":698},[109],{"categories":700},[215],{"categories":702},[],{"categories":704},[109],{"categories":706},[109],{"categories":708},[138],{"categories":710},[70],{"categories":712},[109],{"categories":714},[117],{"categories":716},[70],{"categories":718},[109],{"categories":720},[109],{"categories":722},[135],{"categories":724},[215],{"categories":726},[109],{"categories":728},[70],{"categories":730},[],{"categories":732},[135],{"categories":734},[70],{"categories":736},[138],{"categories":738},[],{"categories":740},[109],{"categories":742},[160],{"categories":744},[109],{"categories":746},[],{"categories":748},[109],{"categories":750},[109],{"categories":752},[109],{"categories":754},[117,248],{"categories":756},[],{"categories":758},[135],{"categories":760},[109],{"categories":762},[109],{"categories":764},[70],{"categories":766},[109],{"categories":768},[109],{"categories":770},[],{"categories":772},[],{"categories":774},[109],{"categories":776},[109],{"categories":778},[215],{"categories":780},[109],{"categories":782},[],{"categories":784},[109],{"categories":786},[291],{"categories":788},[],{"categories":790},[70],{"categories":792},[160],{"categories":794},[109],{"categories":796},[117],{"categories":798},[109],{"categories":800},[135],{"categories":802},[215],{"categories":804},[],{"categories":806},[109],{"categories":808},[160],{"categories":810},[109],{"categories":812},[149],{"categories":814},[109],{"categories":816},[109],{"categories":818},[70],{"categories":820},[160],{"categories":822},[551],{"categories":824},[109],{"categories":826},[248],{"categories":828},[],{"categories":830},[70],{"categories":832},[117],{"categories":834},[135],{"categories":836},[109],{"categories":838},[70],{"categories":840},[],{"categories":842},[109,291],{"categories":844},[109],{"categories":846},[109],{"categories":848},[109],{"categories":850},[70],{"categories":852},[109,135],{"categories":854},[138],{"categories":856},[109],{"categories":858},[109],{"categories":860},[109],{"categories":862},[135],{"categories":864},[109],{"categories":866},[70],{"categories":868},[70],{"categories":870},[597],{"categories":872},[248],{"categories":874},[109],{"categories":876},[70],{"categories":878},[109],{"categories":880},[109],{"categories":882},[70],{"categories":884},[],{"categories":886},[70],{"categories":888},[109],{"categories":890},[109],{"categories":892},[70],{"categories":894},[109],{"categories":896},[109,117],{"categories":898},[109],{"categories":900},[109],{"categories":902},[117],{"categories":904},[],{"categories":906},[215],{"categories":908},[215],{"categories":910},[109],{"categories":912},[],{"categories":914},[],{"categories":916},[109],{"categories":918},[160],{"categories":920},[],{"categories":922},[112],{"categories":924},[109],{"categories":926},[135],{"categories":928},[70],{"categories":930},[109],{"categories":932},[933],"Generative UI & Design-to-Code",{"categories":935},[109],{"categories":937},[109],{"categories":939},[215],{"categories":941},[109],{"categories":943},[944],"Algorithmic Accountability",{"categories":946},[70],{"categories":948},[135],{"categories":950},[160],{"categories":952},[215],{"categories":954},[109],{"categories":956},[],{"categories":958},[124],{"categories":960},[109],{"categories":962},[109],{"categories":964},[109],{"categories":966},[109],{"categories":968},[109],{"categories":970},[70],{"categories":972},[973],"MLOps & Infrastructure",{"categories":975},[109],{"categories":977},[109],{"categories":979},[109],{"categories":981},[109],{"categories":983},[109],{"categories":985},[135],{"categories":987},[160],{"categories":989},[109],{"categories":991},[109],{"categories":993},[124],{"categories":995},[112],{"categories":997},[109],{"categories":999},[70],{"categories":1001},[291],{"categories":1003},[109],{"categories":1005},[117],{"categories":1007},[109],{"categories":1009},[215],{"categories":1011},[109],{"categories":1013},[124],{"categories":1015},[109],{"categories":1017},[70],{"categories":1019},[],{"categories":1021},[],{"categories":1023},[109],{"categories":1025},[149],{"categories":1027},[215],{"categories":1029},[160],{"categories":1031},[138],{"categories":1033},[],{"categories":1035},[109],{"categories":1037},[109],{"categories":1039},[117],{"categories":1041},[70],{"categories":1043},[109],{"categories":1045},[109],{"categories":1047},[109],{"categories":1049},[109],{"categories":1051},[109],{"categories":1053},[160],{"categories":1055},[149],{"categories":1057},[109],{"categories":1059},[215],{"categories":1061},[109],{"categories":1063},[],{"categories":1065},[70],{"categories":1067},[135],{"categories":1069},[],{"categories":1071},[109],{"categories":1073},[109],{"categories":1075},[70],{"categories":1077},[135],{"categories":1079},[109],{"categories":1081},[138],{"categories":1083},[215],{"categories":1085},[],{"categories":1087},[109],{"categories":1089},[],{"categories":1091},[109],{"categories":1093},[],{"categories":1095},[109],{"categories":1097},[109],{"categories":1099},[124],{"categories":1101},[117],{"categories":1103},[70],{"categories":1105},[70],{"categories":1107},[135],{"categories":1109},[],{"categories":1111},[109],{"categories":1113},[112],{"categories":1115},[109],{"categories":1117},[109],{"categories":1119},[117],{"categories":1121},[160],{"categories":1123},[112],{"categories":1125},[],{"categories":1127},[109],{"categories":1129},[],{"categories":1131},[109],{"categories":1133},[],{"categories":1135},[109],{"categories":1137},[160],{"categories":1139},[160],{"categories":1141},[],{"categories":1143},[482],{"categories":1145},[109],{"categories":1147},[215],{"categories":1149},[135],{"categories":1151},[],{"categories":1153},[420],{"categories":1155},[70],{"categories":1157},[70],{"categories":1159},[117],{"categories":1161},[109],{"categories":1163},[],{"categories":1165},[],{"categories":1167},[112],{"categories":1169},[138],{"categories":1171},[],{"categories":1173},[248],{"categories":1175},[70],{"categories":1177},[117],{"categories":1179},[70],{"categories":1181},[109],{"categories":1183},[117],{"categories":1185},[109],{"categories":1187},[135],{"categories":1189},[],{"categories":1191},[149],{"categories":1193},[124],{"categories":1195},[109],{"categories":1197},[215],{"categories":1199},[135],{"categories":1201},[117],{"categories":1203},[109],{"categories":1205},[135],{"categories":1207},[109],{"categories":1209},[70],{"categories":1211},[117],{"categories":1213},[109],{"categories":1215},[109],{"categories":1217},[109],{"categories":1219},[109],{"categories":1221},[109],{"categories":1223},[109],{"categories":1225},[],{"categories":1227},[],{"categories":1229},[135],{"categories":1231},[138],{"categories":1233},[124],{"categories":1235},[109],{"categories":1237},[70],{"categories":1239},[135],{"categories":1241},[135],{"categories":1243},[109],{"categories":1245},[],{"categories":1247},[109],{"categories":1249},[160],{"categories":1251},[124],{"categories":1253},[124],{"categories":1255},[135],{"categories":1257},[109],{"categories":1259},[624],{"categories":1261},[291],{"categories":1263},[],{"categories":1265},[70],{"categories":1267},[109],{"categories":1269},[112],{"categories":1271},[],{"categories":1273},[112],{"categories":1275},[],{"categories":1277},[109],{"categories":1279},[109],{"categories":1281},[109],{"categories":1283},[215],{"categories":1285},[248],{"categories":1287},[124],{"categories":1289},[109],{"categories":1291},[135],{"categories":1293},[109],{"categories":1295},[70],{"categories":1297},[],{"categories":1299},[135],{"categories":1301},[109],{"categories":1303},[112],{"categories":1305},[],{"categories":1307},[117],{"categories":1309},[109],{"categories":1311},[109],{"categories":1313},[160],{"categories":1315},[109,291],{"categories":1317},[109],{"categories":1319},[1320],"Design Systems for AI",{"categories":1322},[109],{"categories":1324},[109],{"categories":1326},[160],{"categories":1328},[109],{"categories":1330},[109],{"categories":1332},[109],{"categories":1334},[117],{"categories":1336},[109],{"categories":1338},[109],{"categories":1340},[109],{"categories":1342},[],{"categories":1344},[109],{"categories":1346},[109],{"categories":1348},[117],{"categories":1350},[109],{"categories":1352},[],{"categories":1354},[70],{"categories":1356},[70],{"categories":1358},[135],{"categories":1360},[109],{"categories":1362},[160],{"categories":1364},[135],{"categories":1366},[109],{"categories":1368},[215],{"categories":1370},[160],{"categories":1372},[138],{"categories":1374},[109],{"categories":1376},[109],{"categories":1378},[109],{"categories":1380},[109],{"categories":1382},[70],{"categories":1384},[112],{"categories":1386},[597],{"categories":1388},[109],{"categories":1390},[109],{"categories":1392},[70],{"categories":1394},[109],{"categories":1396},[135],{"categories":1398},[109],{"categories":1400},[135],{"categories":1402},[],{"categories":1404},[215],{"categories":1406},[],{"categories":1408},[109],{"categories":1410},[70],{"categories":1412},[124],{"categories":1414},[],{"categories":1416},[117],{"categories":1418},[109],{"categories":1420},[],{"categories":1422},[215],{"categories":1424},[135],{"categories":1426},[70],{"categories":1428},[135],{"categories":1430},[109],{"categories":1432},[215],{"categories":1434},[109],{"categories":1436},[135],{"categories":1438},[109],{"categories":1440},[109],{"categories":1442},[215],{"categories":1444},[],{"categories":1446},[],{"categories":1448},[160],{"categories":1450},[70],{"categories":1452},[70],{"categories":1454},[109],{"categories":1456},[70],{"categories":1458},[109],{"categories":1460},[109],{"categories":1462},[109],{"categories":1464},[109],{"categories":1466},[109],{"categories":1468},[109],{"categories":1470},[117],{"categories":1472},[124],{"categories":1474},[109],{"categories":1476},[109],{"categories":1478},[],{"categories":1480},[135],{"categories":1482},[135],{"categories":1484},[109],{"categories":1486},[135],{"categories":1488},[117],{"categories":1490},[],{"categories":1492},[109],{"categories":1494},[109],{"categories":1496},[215],{"categories":1498},[109],{"categories":1500},[109],{"categories":1502},[109],{"categories":1504},[70],{"categories":1506},[112],{"categories":1508},[117],{"categories":1510},[109],{"categories":1512},[70],{"categories":1514},[160],{"categories":1516},[70],{"categories":1518},[149],{"categories":1520},[248],{"categories":1522},[109],{"categories":1524},[70],{"categories":1526},[109],{"categories":1528},[109],{"categories":1530},[109],{"categories":1532},[109],{"categories":1534},[],{"categories":1536},[215],{"categories":1538},[],{"categories":1540},[109],{"categories":1542},[109],{"categories":1544},[],{"categories":1546},[109],{"categories":1548},[109],{"categories":1550},[135],{"categories":1552},[117],{"categories":1554},[1555],"Visual & Generative Media",{"categories":1557},[70],{"categories":1559},[],{"categories":1561},[109],{"categories":1563},[109],{"categories":1565},[135],{"categories":1567},[109],{"categories":1569},[291],{"categories":1571},[109],{"categories":1573},[138],{"categories":1575},[597],{"categories":1577},[135],{"categories":1579},[248],{"categories":1581},[109],{"categories":1583},[124],{"categories":1585},[215],{"categories":1587},[109],{"categories":1589},[109],{"categories":1591},[135],{"categories":1593},[70],{"categories":1595},[109],{"categories":1597},[],{"categories":1599},[],{"categories":1601},[70],{"categories":1603},[135],{"categories":1605},[112],{"categories":1607},[70],{"categories":1609},[551],{"categories":1611},[109],{"categories":1613},[124],{"categories":1615},[109],{"categories":1617},[117],{"categories":1619},[],{"categories":1621},[109],{"categories":1623},[124],{"categories":1625},[109],{"categories":1627},[109],{"categories":1629},[109],{"categories":1631},[124],{"categories":1633},[109],{"categories":1635},[109],{"categories":1637},[248],{"categories":1639},[109],{"categories":1641},[482],{"categories":1643},[135],{"categories":1645},[70],{"categories":1647},[109],{"categories":1649},[70],{"categories":1651},[109],{"categories":1653},[109],{"categories":1655},[70],{"categories":1657},[109],{"categories":1659},[109],{"categories":1661},[109],{"categories":1663},[70],{"categories":1665},[109],{"categories":1667},[215],{"categories":1669},[70],{"categories":1671},[],{"categories":1673},[70],{"categories":1675},[109],{"categories":1677},[],{"categories":1679},[291],{"categories":1681},[135],{"categories":1683},[],{"categories":1685},[551],{"categories":1687},[109],{"categories":1689},[70],{"categories":1691},[70],{"categories":1693},[109],{"categories":1695},[215,109],{"categories":1697},[109],{"categories":1699},[112],{"categories":1701},[109],{"categories":1703},[70],{"categories":1705},[215],{"categories":1707},[],{"categories":1709},[109],{"categories":1711},[112],{"categories":1713},[109],{"categories":1715},[1716],"Medical Imaging & Radiology",{"categories":1718},[109],{"categories":1720},[109],{"categories":1722},[109],{"categories":1724},[215],{"categories":1726},[70],{"categories":1728},[70],{"categories":1730},[135],{"categories":1732},[],{"categories":1734},[109],{"categories":1736},[109],{"categories":1738},[109],{"categories":1740},[],{"categories":1742},[],{"categories":1744},[109],{"categories":1746},[109],{"categories":1748},[482],{"categories":1750},[109],{"categories":1752},[112],{"categories":1754},[109],{"categories":1756},[109],{"categories":1758},[],{"categories":1760},[70],{"categories":1762},[109],{"categories":1764},[124],{"categories":1766},[135],{"categories":1768},[109],{"categories":1770},[70],{"categories":1772},[482],{"categories":1774},[109],{"categories":1776},[70],{"categories":1778},[109],{"categories":1780},[109],{"categories":1782},[109],{"categories":1784},[109],{"categories":1786},[215],{"categories":1788},[70],{"categories":1790},[291],{"categories":1792},[215],{"categories":1794},[117],{"categories":1796},[70],{"categories":1798},[160],{"categories":1800},[109],{"categories":1802},[109],{"categories":1804},[124],{"categories":1806},[109],{"categories":1808},[109],{"categories":1810},[109],{"categories":1812},[109],{"categories":1814},[109],{"categories":1816},[70],{"categories":1818},[109],{"categories":1820},[135],{"categories":1822},[135],{"categories":1824},[109],{"categories":1826},[124],{"categories":1828},[],{"categories":1830},[160],{"categories":1832},[],{"categories":1834},[124],{"categories":1836},[70],{"categories":1838},[109],{"categories":1840},[109],{"categories":1842},[70],{"categories":1844},[109],{"categories":1846},[1320],{"categories":1848},[109],{"categories":1850},[1320],{"categories":1852},[215],{"categories":1854},[109],{"categories":1856},[109],{"categories":1858},[109],{"categories":1860},[70],{"categories":1862},[135],{"categories":1864},[215],{"categories":1866},[70],{"categories":1868},[160],{"categories":1870},[],{"categories":1872},[109],{"categories":1874},[],{"categories":1876},[109],{"categories":1878},[109],{"categories":1880},[70],{"categories":1882},[109],{"categories":1884},[109],{"categories":1886},[109],{"categories":1888},[70],{"categories":1890},[1891],"Contract Review & E-Discovery",{"categories":1893},[109],{"categories":1895},[215],{"categories":1897},[109],{"categories":1899},[112],{"categories":1901},[109],{"categories":1903},[160],{"categories":1905},[109],{"categories":1907},[109],{"categories":1909},[248],{"categories":1911},[135],{"categories":1913},[70],{"categories":1915},[109],{"categories":1917},[109],{"categories":1919},[109],{"categories":1921},[70],{"categories":1923},[70],{"categories":1925},[944],{"categories":1927},[109],{"categories":1929},[109],{"categories":1931},[70],{"categories":1933},[70],{"categories":1935},[109],{"categories":1937},[109],{"categories":1939},[109],{"categories":1941},[70],{"categories":1943},[109],{"categories":1945},[135],{"categories":1947},[109],{"categories":1949},[482],{"categories":1951},[453],{"categories":1953},[109],{"categories":1955},[70],{"categories":1957},[109],{"categories":1959},[1960],"Law-Firm Practice & Adoption",{"categories":1962},[109],{"categories":1964},[70],{"categories":1966},[215],{"categories":1968},[109],{"categories":1970},[109],{"categories":1972},[109],{"categories":1974},[],{"categories":1976},[135],{"categories":1978},[],{"categories":1980},[135],{"categories":1982},[109],{"categories":1984},[],{"categories":1986},[135],{"categories":1988},[70],{"categories":1990},[112],{"categories":1992},[291],{"categories":1994},[109],{"categories":1996},[],{"categories":1998},[109],{"categories":2000},[112],{"categories":2002},[70],{"categories":2004},[117],{"categories":2006},[109],{"categories":2008},[248],{"categories":2010},[109],{"categories":2012},[],{"categories":2014},[117],{"categories":2016},[70],{"categories":2018},[117],{"categories":2020},[],{"categories":2022},[109],{"categories":2024},[124],{"categories":2026},[109],{"categories":2028},[135],{"categories":2030},[],{"categories":2032},[],{"categories":2034},[],{"categories":2036},[],{"categories":2038},[109],{"categories":2040},[124],{"categories":2042},[70],{"categories":2044},[291],{"categories":2046},[109],{"categories":2048},[112],{"categories":2050},[135],{"categories":2052},[109],{"categories":2054},[109],{"categories":2056},[135],{"categories":2058},[124],{"categories":2060},[109],{"categories":2062},[109],{"categories":2064},[109],{"categories":2066},[973],{"categories":2068},[109],{"categories":2070},[135],{"categories":2072},[109],{"categories":2074},[248],{"categories":2076},[135],{"categories":2078},[117],{"categories":2080},[109],{"categories":2082},[109],{"categories":2084},[109],{"categories":2086},[215],{"categories":2088},[109],{"categories":2090},[109],{"categories":2092},[109],{"categories":2094},[109],{"categories":2096},[117],{"categories":2098},[70],{"categories":2100},[109,112],{"categories":2102},[109],{"categories":2104},[482],{"categories":2106},[109],{"categories":2108},[109],{"categories":2110},[135],{"categories":2112},[109],{"categories":2114},[135],{"categories":2116},[215],{"categories":2118},[70],{"categories":2120},[70],{"categories":2122},[135],{"categories":2124},[109],{"categories":2126},[70],{"categories":2128},[109],{"categories":2130},[109],{"categories":2132},[],{"categories":2134},[],{"categories":2136},[109],{"categories":2138},[138],{"categories":2140},[109],{"categories":2142},[109],{"categories":2144},[215],{"categories":2146},[70],{"categories":2148},[],{"categories":2150},[109],{"categories":2152},[109],{"categories":2154},[117],{"categories":2156},[135],{"categories":2158},[138],{"categories":2160},[160],{"categories":2162},[124],{"categories":2164},[215],{"categories":2166},[109],{"categories":2168},[70],{"categories":2170},[109],{"categories":2172},[135],{"categories":2174},[],{"categories":2176},[70],{"categories":2178},[70],{"categories":2180},[109],{"categories":2182},[109],{"categories":2184},[109],{"categories":2186},[109],{"categories":2188},[109],{"categories":2190},[109],{"categories":2192},[],{"categories":2194},[70],{"categories":2196},[109],{"categories":2198},[109],{"categories":2200},[109],{"categories":2202},[],{"categories":2204},[70],{"categories":2206},[70],{"categories":2208},[109],{"categories":2210},[109],{"categories":2212},[117],{"categories":2214},[109],{"categories":2216},[109],{"categories":2218},[],{"categories":2220},[112],{"categories":2222},[109],{"categories":2224},[109],{"categories":2226},[109],{"categories":2228},[215],{"categories":2230},[109],{"categories":2232},[135],{"categories":2234},[109],{"categories":2236},[112],{"categories":2238},[109],{"categories":2240},[135],{"categories":2242},[248],{"categories":2244},[135],{"categories":2246},[70],{"categories":2248},[70],{"categories":2250},[109],{"categories":2252},[109],{"categories":2254},[109,215],{"categories":2256},[109],{"categories":2258},[70],{"categories":2260},[160],{"categories":2262},[109],{"categories":2264},[160],{"categories":2266},[70],{"categories":2268},[215],{"categories":2270},[109],{"categories":2272},[],{"categories":2274},[135],{"categories":2276},[291],{"categories":2278},[215],{"categories":2280},[135],{"categories":2282},[109],{"categories":2284},[124],{"categories":2286},[109],{"categories":2288},[109],{"categories":2290},[70],{"categories":2292},[],{"categories":2294},[],{"categories":2296},[109],{"categories":2298},[],{"categories":2300},[],{"categories":2302},[124],{"categories":2304},[135],{"categories":2306},[109],{"categories":2308},[109],{"categories":2310},[70],{"categories":2312},[109],{"categories":2314},[70],{"categories":2316},[117],{"categories":2318},[70],{"categories":2320},[291],{"categories":2322},[109],{"categories":2324},[109],{"categories":2326},[109],{"categories":2328},[149],{"categories":2330},[109],{"categories":2332},[109],{"categories":2334},[109],{"categories":2336},[109],{"categories":2338},[135],{"categories":2340},[70],{"categories":2342},[109],{"categories":2344},[109],{"categories":2346},[109],{"categories":2348},[109],{"categories":2350},[135],{"categories":2352},[420],{"categories":2354},[70],{"categories":2356},[944],{"categories":2358},[],{"categories":2360},[70],{"categories":2362},[215],{"categories":2364},[1960],{"categories":2366},[135],{"categories":2368},[],{"categories":2370},[70],{"categories":2372},[],{"categories":2374},[109],{"categories":2376},[70],{"categories":2378},[],{"categories":2380},[],{"categories":2382},[109],{"categories":2384},[109],{"categories":2386},[248],{"categories":2388},[109],{"categories":2390},[248],{"categories":2392},[109],{"categories":2394},[70],{"categories":2396},[109],{"categories":2398},[109],{"categories":2400},[138],{"categories":2402},[109],{"categories":2404},[135],{"categories":2406},[124],{"categories":2408},[],{"categories":2410},[109],{"categories":2412},[109],{"categories":2414},[109],{"categories":2416},[135],{"categories":2418},[109],{"categories":2420},[1891],{"categories":2422},[109],{"categories":2424},[215],{"categories":2426},[215],{"categories":2428},[109],{"categories":2430},[109],{"categories":2432},[70],{"categories":2434},[112],{"categories":2436},[109],{"categories":2438},[109],{"categories":2440},[109],{"categories":2442},[109],{"categories":2444},[215],{"categories":2446},[215],{"categories":2448},[70],{"categories":2450},[70],{"categories":2452},[70],{"categories":2454},[109],{"categories":2456},[109],{"categories":2458},[109],{"categories":2460},[70],{"categories":2462},[],{"categories":2464},[109],{"categories":2466},[],{"categories":2468},[215],{"categories":2470},[2471],"Interaction & Product Design",{"categories":2473},[109],{"categories":2475},[70],{"categories":2477},[135],{"categories":2479},[326],{"categories":2481},[160],{"categories":2483},[135],{"categories":2485},[109],{"categories":2487},[124],{"categories":2489},[109],{"categories":2491},[109],{"categories":2493},[135],{"categories":2495},[109],{"categories":2497},[112],{"categories":2499},[70],{"categories":2501},[109],{"categories":2503},[],{"categories":2505},[70],{"categories":2507},[70],{"categories":2509},[70],{"categories":2511},[],{"categories":2513},[135],{"categories":2515},[109],{"categories":2517},[70],{"categories":2519},[112],{"categories":2521},[2471],{"categories":2523},[109],{"categories":2525},[112],{"categories":2527},[112],{"categories":2529},[109],{"categories":2531},[],{"categories":2533},[109],{"categories":2535},[70],{"categories":2537},[135],{"categories":2539},[],{"categories":2541},[70],{"categories":2543},[124],{"categories":2545},[160],{"categories":2547},[109],{"categories":2549},[70],{"categories":2551},[109],{"categories":2553},[70],{"categories":2555},[70],{"categories":2557},[109],{"categories":2559},[109],{"categories":2561},[160],{"categories":2563},[138],{"categories":2565},[109],{"categories":2567},[124],{"categories":2569},[135],{"categories":2571},[2572],"Coding Agents & Dev Productivity",{"categories":2574},[160],{"categories":2576},[215],{"categories":2578},[109],{"categories":2580},[109],{"categories":2582},[],{"categories":2584},[109],{"categories":2586},[109],{"categories":2588},[944],{"categories":2590},[],{"categories":2592},[109],{"categories":2594},[109],{"categories":2596},[291],{"categories":2598},[109],{"categories":2600},[160],{"categories":2602},[],{"categories":2604},[],{"categories":2606},[109],{"categories":2608},[],{"categories":2610},[70],{"categories":2612},[109],{"categories":2614},[70],{"categories":2616},[],{"categories":2618},[135],{"categories":2620},[135],{"categories":2622},[109],{"categories":2624},[138],{"categories":2626},[],{"categories":2628},[109],{"categories":2630},[109],{"categories":2632},[109],{"categories":2634},[138],{"categories":2636},[135],{"categories":2638},[70],{"categories":2640},[],{"categories":2642},[],{"categories":2644},[109],{"categories":2646},[109],{"categories":2648},[109],{"categories":2650},[109],{"categories":2652},[70],{"categories":2654},[70],{"categories":2656},[397],{"categories":2658},[135],{"categories":2660},[124],{"categories":2662},[135],{"categories":2664},[70],{"categories":2666},[160],{"categories":2668},[160],{"categories":2670},[70],{"categories":2672},[70],{"categories":2674},[109],{"categories":2676},[112],{"categories":2678},[2471],{"categories":2680},[124],{"categories":2682},[109,291],{"categories":2684},[138],{"categories":2686},[],{"categories":2688},[215],{"categories":2690},[70],{"categories":2692},[135],{"categories":2694},[112],{"categories":2696},[109],{"categories":2698},[70],{"categories":2700},[2701],"The Designer's Role & Craft",{"categories":2703},[215],{"categories":2705},[],{"categories":2707},[70],{"categories":2709},[109],{"categories":2711},[70],{"categories":2713},[70],{"categories":2715},[109],{"categories":2717},[248],{"categories":2719},[109],{"categories":2721},[135],{"categories":2723},[70],{"categories":2725},[109],{"categories":2727},[215],{"categories":2729},[109],{"categories":2731},[],{"categories":2733},[70],{"categories":2735},[215],{"categories":2737},[124],{"categories":2739},[109],{"categories":2741},[70],{"categories":2743},[109],{"categories":2745},[109],{"categories":2747},[109],{"categories":2749},[2750],"AI UX Patterns",{"categories":2752},[70],{"categories":2754},[70],{"categories":2756},[70],{"categories":2758},[109],{"categories":2760},[109],{"categories":2762},[70],{"categories":2764},[248],{"categories":2766},[138],{"categories":2768},[109],{"categories":2770},[70],{"categories":2772},[109],{"categories":2774},[1320],{"categories":2776},[],{"categories":2778},[248],{"categories":2780},[70],{"categories":2782},[160],{"categories":2784},[135],{"categories":2786},[109],{"categories":2788},[70],{"categories":2790},[],{"categories":2792},[],{"categories":2794},[109],{"categories":2796},[109],{"categories":2798},[70],{"categories":2800},[109],{"categories":2802},[70],{"categories":2804},[397],{"categories":2806},[215],{"categories":2808},[109],{"categories":2810},[160],{"categories":2812},[135],{"categories":2814},[109],{"categories":2816},[70],{"categories":2818},[70],{"categories":2820},[],{"categories":2822},[109],{"categories":2824},[],{"categories":2826},[109],{"categories":2828},[],{"categories":2830},[109],{"categories":2832},[109],{"categories":2834},[109],{"categories":2836},[70],{"categories":2838},[109],{"categories":2840},[135],{"categories":2842},[],{"categories":2844},[],{"categories":2846},[138],{"categories":2848},[149],{"categories":2850},[109],{"categories":2852},[109],{"categories":2854},[109],{"categories":2856},[138],{"categories":2858},[138],{"categories":2860},[109],{"categories":2862},[109],{"categories":2864},[160],{"categories":2866},[109],{"categories":2868},[109],{"categories":2870},[109],{"categories":2872},[70],{"categories":2874},[109],{"categories":2876},[109],{"categories":2878},[70],{"categories":2880},[109],{"categories":2882},[109],{"categories":2884},[109],{"categories":2886},[70],{"categories":2888},[],{"categories":2890},[109],{"categories":2892},[],{"categories":2894},[109],{"categories":2896},[109],{"categories":2898},[291],{"categories":2900},[109],{"categories":2902},[],{"categories":2904},[],{"categories":2906},[215],{"categories":2908},[973],{"categories":2910},[70],{"categories":2912},[112],{"categories":2914},[2701],{"categories":2916},[],{"categories":2918},[],{"categories":2920},[109],{"categories":2922},[],{"categories":2924},[],{"categories":2926},[135],{"categories":2928},[160],{"categories":2930},[248],{"categories":2932},[138],{"categories":2934},[70],{"categories":2936},[117],{"categories":2938},[109],{"categories":2940},[109],{"categories":2942},[117],{"categories":2944},[],{"categories":2946},[215],{"categories":2948},[124],{"categories":2950},[109],{"categories":2952},[109],{"categories":2954},[70],{"categories":2956},[117],{"categories":2958},[109],{"categories":2960},[109],{"categories":2962},[112],{"categories":2964},[109],{"categories":2966},[117],{"categories":2968},[109],{"categories":2970},[],{"categories":2972},[112],{"categories":2974},[109],{"categories":2976},[248],{"categories":2978},[109],{"categories":2980},[135],{"categories":2982},[70],{"categories":2984},[160],{"categories":2986},[109],{"categories":2988},[135],{"categories":2990},[109],{"categories":2992},[109],{"categories":2994},[109],{"categories":2996},[109],{"categories":2998},[117],{"categories":3000},[109],{"categories":3002},[109],{"categories":3004},[109],{"categories":3006},[70],{"categories":3008},[109],{"categories":3010},[109],{"categories":3012},[109],{"categories":3014},[],{"categories":3016},[109],{"categories":3018},[135],{"categories":3020},[112],{"categories":3022},[109],{"categories":3024},[109],{"categories":3026},[215],{"categories":3028},[109],{"categories":3030},[],{"categories":3032},[109],{"categories":3034},[482],{"categories":3036},[70],{"categories":3038},[117],{"categories":3040},[109],{"categories":3042},[160],{"categories":3044},[109],{"categories":3046},[109],{"categories":3048},[],{"categories":3050},[117],{"categories":3052},[117],{"categories":3054},[109],{"categories":3056},[109],{"categories":3058},[124],{"categories":3060},[109],{"categories":3062},[109],{"categories":3064},[109],{"categories":3066},[109],{"categories":3068},[135],{"categories":3070},[138],{"categories":3072},[135],{"categories":3074},[109],{"categories":3076},[],{"categories":3078},[109],{"categories":3080},[135],{"categories":3082},[109],{"categories":3084},[135],{"categories":3086},[70],{"categories":3088},[597],{"categories":3090},[],{"categories":3092},[],{"categories":3094},[109],{"categories":3096},[160],{"categories":3098},[],{"categories":3100},[291],{"categories":3102},[109],{"categories":3104},[109],{"categories":3106},[109],{"categories":3108},[215],{"categories":3110},[933],{"categories":3112},[],{"categories":3114},[109],{"categories":3116},[109],{"categories":3118},[109],{"categories":3120},[135],{"categories":3122},[109],{"categories":3124},[109],{"categories":3126},[109],{"categories":3128},[109],{"categories":3130},[109,291],{"categories":3132},[109],{"categories":3134},[109],{"categories":3136},[215],{"categories":3138},[70],{"categories":3140},[],{"categories":3142},[70],{"categories":3144},[70],{"categories":3146},[109],{"categories":3148},[109],{"categories":3150},[109],{"categories":3152},[109],{"categories":3154},[109],{"categories":3156},[138],{"categories":3158},[109],{"categories":3160},[109],{"categories":3162},[2750],{"categories":3164},[112],{"categories":3166},[109],{"categories":3168},[138],{"categories":3170},[112],{"categories":3172},[135],{"categories":3174},[215],{"categories":3176},[70],{"categories":3178},[109],{"categories":3180},[109],{"categories":3182},[],{"categories":3184},[117],{"categories":3186},[109],{"categories":3188},[109],{"categories":3190},[160],{"categories":3192},[109],{"categories":3194},[109],{"categories":3196},[109],{"categories":3198},[70],{"categories":3200},[109],{"categories":3202},[109],{"categories":3204},[215],{"categories":3206},[109],{"categories":3208},[117],{"categories":3210},[],{"categories":3212},[291],{"categories":3214},[109],{"categories":3216},[397],{"categories":3218},[215],{"categories":3220},[215],{"categories":3222},[135],{"categories":3224},[70],{"categories":3226},[109],{"categories":3228},[117],{"categories":3230},[160],{"categories":3232},[109],{"categories":3234},[109],{"categories":3236},[109],{"categories":3238},[215],{"categories":3240},[70],{"categories":3242},[109],{"categories":3244},[70],{"categories":3246},[109],{"categories":3248},[70],{"categories":3250},[109],{"categories":3252},[551],{"categories":3254},[109],{"categories":3256},[70],{"categories":3258},[],{"categories":3260},[109],{"categories":3262},[109],{"categories":3264},[109],{"categories":3266},[109],{"categories":3268},[70],{"categories":3270},[],{"categories":3272},[],{"categories":3274},[109],{"categories":3276},[109],{"categories":3278},[70],{"categories":3280},[109],{"categories":3282},[109],{"categories":3284},[109],{"categories":3286},[135],{"categories":3288},[109],{"categories":3290},[109],{"categories":3292},[70],{"categories":3294},[109],{"categories":3296},[109],{"categories":3298},[109],{"categories":3300},[109],{"categories":3302},[109],{"categories":3304},[],{"categories":3306},[135],{"categories":3308},[138],{"categories":3310},[109],{"categories":3312},[70],{"categories":3314},[70],{"categories":3316},[109],{"categories":3318},[109],{"categories":3320},[],{"categories":3322},[],{"categories":3324},[109],{"categories":3326},[109],{"categories":3328},[109],{"categories":3330},[160],{"categories":3332},[138],{"categories":3334},[],{"categories":3336},[109],{"categories":3338},[215],{"categories":3340},[109],{"categories":3342},[109],{"categories":3344},[291],{"categories":3346},[1960],{"categories":3348},[109],{"categories":3350},[160],{"categories":3352},[135],{"categories":3354},[109],{"categories":3356},[135],{"categories":3358},[135],{"categories":3360},[109],{"categories":3362},[109],{"categories":3364},[135],{"categories":3366},[160],{"categories":3368},[160],{"categories":3370},[291],{"categories":3372},[70],{"categories":3374},[],{"categories":3376},[160],{"categories":3378},[117],{"categories":3380},[109],{"categories":3382},[70],{"categories":3384},[112],{"categories":3386},[135],{"categories":3388},[109],{"categories":3390},[117],{"categories":3392},[160],{"categories":3394},[],{"categories":3396},[109],{"categories":3398},[135],{"categories":3400},[109],{"categories":3402},[135],{"categories":3404},[138],{"categories":3406},[109],{"categories":3408},[160],{"categories":3410},[109],{"categories":3412},[135],{"categories":3414},[70],{"categories":3416},[70],{"categories":3418},[160],{"categories":3420},[70],{"categories":3422},[291],{"categories":3424},[70],{"categories":3426},[109],{"categories":3428},[109],{"categories":3430},[109],{"categories":3432},[109],{"categories":3434},[109],{"categories":3436},[109],{"categories":3438},[135],{"categories":3440},[109],{"categories":3442},[],{"categories":3444},[70],{"categories":3446},[117],{"categories":3448},[135],{"categories":3450},[],{"categories":3452},[],{"categories":3454},[109],{"categories":3456},[70],{"categories":3458},[109],{"categories":3460},[109],{"categories":3462},[109],{"categories":3464},[3465],"Frameworks & Tooling",{"categories":3467},[109],{"categories":3469},[109],{"categories":3471},[135],{"categories":3473},[109],{"categories":3475},[109],{"categories":3477},[],{"categories":3479},[138],{"categories":3481},[138],{"categories":3483},[109],{"categories":3485},[112],{"categories":3487},[109],{"categories":3489},[70],{"categories":3491},[109],{"categories":3493},[215],{"categories":3495},[],{"categories":3497},[1960],{"categories":3499},[109],{"categories":3501},[135],{"categories":3503},[109],{"categories":3505},[291],{"categories":3507},[291],{"categories":3509},[],{"categories":3511},[109],{"categories":3513},[70],{"categories":3515},[70],{"categories":3517},[109],{"categories":3519},[109],{"categories":3521},[160],{"categories":3523},[70],{"categories":3525},[160],{"categories":3527},[109],{"categories":3529},[70],{"categories":3531},[],{"categories":3533},[215],{"categories":3535},[109],{"categories":3537},[109],{"categories":3539},[],{"categories":3541},[109],{"categories":3543},[70],{"categories":3545},[109],{"categories":3547},[109],{"categories":3549},[109],{"categories":3551},[],{"categories":3553},[117],{"categories":3555},[135],{"categories":3557},[109],{"categories":3559},[135],{"categories":3561},[291],{"categories":3563},[109],{"categories":3565},[109],{"categories":3567},[109],{"categories":3569},[135],{"categories":3571},[109],{"categories":3573},[117],{"categories":3575},[109],{"categories":3577},[1960],{"categories":3579},[],{"categories":3581},[70],{"categories":3583},[112],{"categories":3585},[109],{"categories":3587},[112],{"categories":3589},[109],{"categories":3591},[],{"categories":3593},[70],{"categories":3595},[109],{"categories":3597},[109],{"categories":3599},[3600],"AI Design Tooling",{"categories":3602},[215],{"categories":3604},[109],{"categories":3606},[109],{"categories":3608},[135],{"categories":3610},[215],{"categories":3612},[109],{"categories":3614},[109],{"categories":3616},[135],{"categories":3618},[70],{"categories":3620},[160],{"categories":3622},[124],{"categories":3624},[135],{"categories":3626},[109],{"categories":3628},[109],{"categories":3630},[109],{"categories":3632},[70],{"categories":3634},[109],{"categories":3636},[],{"categories":3638},[70],{"categories":3640},[109],{"categories":3642},[109],{"categories":3644},[70],{"categories":3646},[109],{"categories":3648},[109],{"categories":3650},[109],{"categories":3652},[70],{"categories":3654},[],{"categories":3656},[70],{"categories":3658},[3465],{"categories":3660},[109],{"categories":3662},[109],{"categories":3664},[70],{"categories":3666},[70],{"categories":3668},[135],{"categories":3670},[135],{"categories":3672},[109],{"categories":3674},[109],{"categories":3676},[],{"categories":3678},[135],{"categories":3680},[109],{"categories":3682},[109],{"categories":3684},[70],{"categories":3686},[117],{"categories":3688},[109],{"categories":3690},[],{"categories":3692},[109],{"categories":3694},[109],{"categories":3696},[2471],{"categories":3698},[],{"categories":3700},[109],{"categories":3702},[109],{"categories":3704},[109],{"categories":3706},[109],{"categories":3708},[215],{"categories":3710},[109],{"categories":3712},[],{"categories":3714},[109],{"categories":3716},[109],{"categories":3718},[109],{"categories":3720},[109],{"categories":3722},[248],{"categories":3724},[160],{"categories":3726},[109],{"categories":3728},[109],{"categories":3730},[1960],{"categories":3732},[109],{"categories":3734},[112],{"categories":3736},[109],{"categories":3738},[109],{"categories":3740},[138],{"categories":3742},[70],{"categories":3744},[109],{"categories":3746},[109],{"categories":3748},[160],{"categories":3750},[70],{"categories":3752},[124],{"categories":3754},[],{"categories":3756},[109],{"categories":3758},[109],{"categories":3760},[215],{"categories":3762},[109],{"categories":3764},[248],{"categories":3766},[70],{"categories":3768},[109],{"categories":3770},[70],{"categories":3772},[109],{"categories":3774},[],{"categories":3776},[],{"categories":3778},[],{"categories":3780},[112],{"categories":3782},[160],{"categories":3784},[70],{"categories":3786},[109],{"categories":3788},[109],{"categories":3790},[109],{"categories":3792},[109],{"categories":3794},[420],{"categories":3796},[215],{"categories":3798},[70],{"categories":3800},[109],{"categories":3802},[],{"categories":3804},[109],{"categories":3806},[70],{"categories":3808},[70],{"categories":3810},[],{"categories":3812},[109],{"categories":3814},[70],{"categories":3816},[109],{"categories":3818},[],{"categories":3820},[124],{"categories":3822},[109],{"categories":3824},[109],{"categories":3826},[109],{"categories":3828},[160],{"categories":3830},[215],{"categories":3832},[70],{"categories":3834},[215],{"categories":3836},[70],{"categories":3838},[109],{"categories":3840},[117],{"categories":3842},[],{"categories":3844},[],{"categories":3846},[109],{"categories":3848},[109],{"categories":3850},[109],{"categories":3852},[112],{"categories":3854},[109],{"categories":3856},[70],{"categories":3858},[160],{"categories":3860},[],{"categories":3862},[215],{"categories":3864},[70],{"categories":3866},[],{"categories":3868},[135],{"categories":3870},[109],{"categories":3872},[135],{"categories":3874},[215],{"categories":3876},[135],{"categories":3878},[109],{"categories":3880},[],{"categories":3882},[109],{"categories":3884},[109],{"categories":3886},[70],{"categories":3888},[],{"categories":3890},[109],{"categories":3892},[109],{"categories":3894},[248],{"categories":3896},[109],{"categories":3898},[109],{"categories":3900},[109],{"categories":3902},[291],{"categories":3904},[135],{"categories":3906},[109],{"categories":3908},[70],{"categories":3910},[],{"categories":3912},[109],{"categories":3914},[70],{"categories":3916},[109],{"categories":3918},[112],{"categories":3920},[551],{"categories":3922},[109],{"categories":3924},[109],{"categories":3926},[109],{"categories":3928},[70],{"categories":3930},[109],{"categories":3932},[70],{"categories":3934},[109],{"categories":3936},[109],{"categories":3938},[109],{"categories":3940},[70],{"categories":3942},[124],{"categories":3944},[109],{"categories":3946},[109],{"categories":3948},[],{"categories":3950},[109],{"categories":3952},[109],{"categories":3954},[112],{"categories":3956},[109],{"categories":3958},[117],{"categories":3960},[135],{"categories":3962},[215],{"categories":3964},[],{"categories":3966},[109],{"categories":3968},[],{"categories":3970},[70],{"categories":3972},[109],{"categories":3974},[70],{"categories":3976},[],{"categories":3978},[70],{"categories":3980},[109],{"categories":3982},[135],{"categories":3984},[215],{"categories":3986},[160],{"categories":3988},[109],{"categories":3990},[160],{"categories":3992},[70],{"categories":3994},[109],{"categories":3996},[215],{"categories":3998},[109],{"categories":4000},[],{"categories":4002},[109],{"categories":4004},[149],{"categories":4006},[70],{"categories":4008},[109],{"categories":4010},[215],{"categories":4012},[160],{"categories":4014},[109],{"categories":4016},[117],{"categories":4018},[135],{"categories":4020},[109],{"categories":4022},[109],{"categories":4024},[109],{"categories":4026},[109],{"categories":4028},[109],{"categories":4030},[160],{"categories":4032},[135],{"categories":4034},[248],{"categories":4036},[],{"categories":4038},[],{"categories":4040},[138],{"categories":4042},[482],{"categories":4044},[109],{"categories":4046},[70],{"categories":4048},[109,135],{"categories":4050},[160],{"categories":4052},[109],{"categories":4054},[109],{"categories":4056},[109],{"categories":4058},[109],{"categories":4060},[109],{"categories":4062},[109],{"categories":4064},[109],{"categories":4066},[70],{"categories":4068},[109],{"categories":4070},[109],{"categories":4072},[70],{"categories":4074},[109],{"categories":4076},[109],{"categories":4078},[109],{"categories":4080},[],{"categories":4082},[109],{"categories":4084},[1320],{"categories":4086},[135],{"categories":4088},[215],{"categories":4090},[109],{"categories":4092},[109],{"categories":4094},[109],{"categories":4096},[109],{"categories":4098},[138],{"categories":4100},[70],{"categories":4102},[248],{"categories":4104},[291],{"categories":4106},[],{"categories":4108},[135],{"categories":4110},[109],{"categories":4112},[117],{"categories":4114},[70],{"categories":4116},[109],{"categories":4118},[112],{"categories":4120},[70],{"categories":4122},[109],{"categories":4124},[70],{"categories":4126},[70],{"categories":4128},[124],{"categories":4130},[135],{"categories":4132},[109],{"categories":4134},[109],{"categories":4136},[],{"categories":4138},[],{"categories":4140},[],{"categories":4142},[291],{"categories":4144},[109],{"categories":4146},[160],{"categories":4148},[109],{"categories":4150},[109],{"categories":4152},[109],{"categories":4154},[109],{"categories":4156},[135],{"categories":4158},[109],{"categories":4160},[],{"categories":4162},[109],{"categories":4164},[138],{"categories":4166},[117],{"categories":4168},[70],{"categories":4170},[109],{"categories":4172},[],{"categories":4174},[109],{"categories":4176},[70],{"categories":4178},[135],{"categories":4180},[109],{"categories":4182},[109],{"categories":4184},[109],{"categories":4186},[291],{"categories":4188},[],{"categories":4190},[215],{"categories":4192},[215],{"categories":4194},[109],{"categories":4196},[70],{"categories":4198},[],{"categories":4200},[135],{"categories":4202},[109],{"categories":4204},[215],{"categories":4206},[109],{"categories":4208},[117],{"categories":4210},[70],{"categories":4212},[109],{"categories":4214},[],{"categories":4216},[160],{"categories":4218},[109],{"categories":4220},[109],{"categories":4222},[109],{"categories":4224},[109],{"categories":4226},[109],{"categories":4228},[215],{"categories":4230},[70],{"categories":4232},[160],{"categories":4234},[],{"categories":4236},[70],{"categories":4238},[109],{"categories":4240},[117],{"categories":4242},[70],{"categories":4244},[215],{"categories":4246},[109],{"categories":4248},[109],{"categories":4250},[109],{"categories":4252},[482],{"categories":4254},[109],{"categories":4256},[70],{"categories":4258},[],{"categories":4260},[109],{"categories":4262},[109],{"categories":4264},[291],{"categories":4266},[160],{"categories":4268},[138],{"categories":4270},[597],{"categories":4272},[138],{"categories":4274},[138],{"categories":4276},[109],{"categories":4278},[],{"categories":4280},[],{"categories":4282},[],{"categories":4284},[70],{"categories":4286},[109],{"categories":4288},[109],{"categories":4290},[70],{"categories":4292},[70],{"categories":4294},[135],{"categories":4296},[109],{"categories":4298},[453],{"categories":4300},[135],{"categories":4302},[109],{"categories":4304},[70],{"categories":4306},[109],{"categories":4308},[109],{"categories":4310},[109],{"categories":4312},[117],{"categories":4314},[109],{"categories":4316},[109],{"categories":4318},[109],{"categories":4320},[109],{"categories":4322},[70],{"categories":4324},[124],{"categories":4326},[109],{"categories":4328},[],{"categories":4330},[],{"categories":4332},[109],{"categories":4334},[],{"categories":4336},[109],{"categories":4338},[70],{"categories":4340},[215],{"categories":4342},[109],{"categories":4344},[109],{"categories":4346},[70],{"categories":4348},[],{"categories":4350},[70],{"categories":4352},[109],{"categories":4354},[109],{"categories":4356},[124],{"categories":4358},[109],{"categories":4360},[215],{"categories":4362},[109],{"categories":4364},[70],{"categories":4366},[117],{"categories":4368},[109],{"categories":4370},[109],{"categories":4372},[109],{"categories":4374},[248],{"categories":4376},[70],{"categories":4378},[109],{"categories":4380},[109],{"categories":4382},[109],{"categories":4384},[933],{"categories":4386},[109],{"categories":4388},[70],{"categories":4390},[109],{"categories":4392},[135],{"categories":4394},[109],{"categories":4396},[551],{"categories":4398},[215],{"categories":4400},[],{"categories":4402},[109],{"categories":4404},[109],{"categories":4406},[160],{"categories":4408},[482],{"categories":4410},[70],{"categories":4412},[109],{"categories":4414},[],{"categories":4416},[160],{"categories":4418},[397],{"categories":4420},[70],{"categories":4422},[70],{"categories":4424},[70],{"categories":4426},[109],{"categories":4428},[109],{"categories":4430},[70],{"categories":4432},[109],{"categories":4434},[],{"categories":4436},[117],{"categories":4438},[109],{"categories":4440},[215],{"categories":4442},[117],{"categories":4444},[70],{"categories":4446},[135],{"categories":4448},[],{"categories":4450},[135],{"categories":4452},[109],{"categories":4454},[109],{"categories":4456},[112],{"categories":4458},[109],{"categories":4460},[160],{"categories":4462},[291],{"categories":4464},[149],{"categories":4466},[70],{"categories":4468},[70],{"categories":4470},[109],{"categories":4472},[109],{"categories":4474},[70],{"categories":4476},[109],{"categories":4478},[112],{"categories":4480},[],{"categories":4482},[70],{"categories":4484},[109],{"categories":4486},[109],{"categories":4488},[109],{"categories":4490},[70],{"categories":4492},[109],{"categories":4494},[],{"categories":4496},[109],{"categories":4498},[],{"categories":4500},[215],{"categories":4502},[70],{"categories":4504},[70],{"categories":4506},[109,117],{"categories":4508},[70],{"categories":4510},[109],{"categories":4512},[],{"categories":4514},[112],{"categories":4516},[138],{"categories":4518},[117],{"categories":4520},[70],{"categories":4522},[109],{"categories":4524},[135],{"categories":4526},[109],{"categories":4528},[109],{"categories":4530},[70],{"categories":4532},[109],{"categories":4534},[109],{"categories":4536},[109],{"categories":4538},[160],{"categories":4540},[1320],{"categories":4542},[70],{"categories":4544},[109],{"categories":4546},[],{"categories":4548},[],{"categories":4550},[109],{"categories":4552},[70],{"categories":4554},[109],{"categories":4556},[109],{"categories":4558},[291],{"categories":4560},[],{"categories":4562},[109],{"categories":4564},[70],{"categories":4566},[149],{"categories":4568},[70],{"categories":4570},[109],{"categories":4572},[482],{"categories":4574},[],{"categories":4576},[420],{"categories":4578},[109],{"categories":4580},[70],{"categories":4582},[109],{"categories":4584},[109],{"categories":4586},[109],{"categories":4588},[248],{"categories":4590},[109],{"categories":4592},[70],{"categories":4594},[109],{"categories":4596},[138],{"categories":4598},[124],{"categories":4600},[70],{"categories":4602},[109],{"categories":4604},[482],{"categories":4606},[109],{"categories":4608},[291],{"categories":4610},[117],{"categories":4612},[],{"categories":4614},[109],{"categories":4616},[109],{"categories":4618},[248],{"categories":4620},[215],{"categories":4622},[109],{"categories":4624},[109],{"categories":4626},[109],{"categories":4628},[],{"categories":4630},[248],{"categories":4632},[160],{"categories":4634},[109],{"categories":4636},[109],{"categories":4638},[109],{"categories":4640},[597],{"categories":4642},[112],{"categories":4644},[109],{"categories":4646},[124],{"categories":4648},[109],{"categories":4650},[109],{"categories":4652},[],{"categories":4654},[],{"categories":4656},[215],{"categories":4658},[109],{"categories":4660},[109],{"categories":4662},[138],{"categories":4664},[248],{"categories":4666},[70],{"categories":4668},[109],{"categories":4670},[109],{"categories":4672},[248],{"categories":4674},[117],{"categories":4676},[160],{"categories":4678},[109],{"categories":4680},[],{"categories":4682},[109],{"categories":4684},[109],{"categories":4686},[],{"categories":4688},[109],{"categories":4690},[109],{"categories":4692},[624],{"categories":4694},[109],{"categories":4696},[109],{"categories":4698},[70],{"categories":4700},[135],{"categories":4702},[482],{"categories":4704},[109],{"categories":4706},[117],{"categories":4708},[109],{"categories":4710},[109],{"categories":4712},[],{"categories":4714},[109,135],{"categories":4716},[160],{"categories":4718},[70],{"categories":4720},[135],{"categories":4722},[70],{"categories":4724},[973],{"categories":4726},[135],{"categories":4728},[135],{"categories":4730},[70],{"categories":4732},[109],{"categories":4734},[112],{"categories":4736},[109],{"categories":4738},[],{"categories":4740},[],{"categories":4742},[70],{"categories":4744},[109],{"categories":4746},[135],{"categories":4748},[70],{"categories":4750},[109],{"categories":4752},[112],{"categories":4754},[135],{"categories":4756},[135],{"categories":4758},[109],{"categories":4760},[248],{"categories":4762},[109],{"categories":4764},[109],{"categories":4766},[135],{"categories":4768},[109],{"categories":4770},[],{"categories":4772},[109],{"categories":4774},[109],{"categories":4776},[215,109],{"categories":4778},[291],{"categories":4780},[112],{"categories":4782},[109],{"categories":4784},[],{"categories":4786},[109],{"categories":4788},[109],{"categories":4790},[117],{"categories":4792},[109],{"categories":4794},[117],{"categories":4796},[109],{"categories":4798},[109],{"categories":4800},[397],{"categories":4802},[109],{"categories":4804},[117],{"categories":4806},[135],{"categories":4808},[138],{"categories":4810},[70],{"categories":4812},[109],{"categories":4814},[135],{"categories":4816},[109],{"categories":4818},[109],{"categories":4820},[160],{"categories":4822},[109],{"categories":4824},[248],{"categories":4826},[215],{"categories":4828},[109],{"categories":4830},[109],{"categories":4832},[124],{"categories":4834},[109],{"categories":4836},[109],{"categories":4838},[112],{"categories":4840},[109],{"categories":4842},[70],{"categories":4844},[70],{"categories":4846},[135],{"categories":4848},[109],{"categories":4850},[160],{"categories":4852},[135],{"categories":4854},[135],{"categories":4856},[109],{"categories":4858},[109],{"categories":4860},[],{"categories":4862},[],{"categories":4864},[138],{"categories":4866},[109],{"categories":4868},[135],{"categories":4870},[109],{"categories":4872},[215],{"categories":4874},[482],{"categories":4876},[420],{"categories":4878},[397],{"categories":4880},[109],{"categories":4882},[109],{"categories":4884},[135],{"categories":4886},[109],{"categories":4888},[138],{"categories":4890},[109],{"categories":4892},[109],{"categories":4894},[109],{"categories":4896},[109],{"categories":4898},[109],{"categories":4900},[109],{"categories":4902},[109],{"categories":4904},[70],{"categories":4906},[112],{"categories":4908},[124],{"categories":4910},[70],{"categories":4912},[109,117],{"categories":4914},[],{"categories":4916},[215],{"categories":4918},[],{"categories":4920},[124],{"categories":4922},[109],{"categories":4924},[160],{"categories":4926},[112],{"categories":4928},[109],{"categories":4930},[112],{"categories":4932},[70],{"categories":4934},[138],{"categories":4936},[70],{"categories":4938},[117],{"categories":4940},[124],{"categories":4942},[109],{"categories":4944},[70],{"categories":4946},[109],{"categories":4948},[124],{"categories":4950},[109],{"categories":4952},[109],{"categories":4954},[117],{"categories":4956},[70],{"categories":4958},[135],{"categories":4960},[248],{"categories":4962},[109],{"categories":4964},[109],{"categories":4966},[],{"categories":4968},[160],{"categories":4970},[109],{"categories":4972},[109],{"categories":4974},[109],{"categories":4976},[109],{"categories":4978},[109],{"categories":4980},[109],{"categories":4982},[135],{"categories":4984},[160],{"categories":4986},[135],{"categories":4988},[135],{"categories":4990},[109],{"categories":4992},[109],{"categories":4994},[109],{"categories":4996},[109],{"categories":4998},[420],{"categories":5000},[109],{"categories":5002},[70],{"categories":5004},[70],{"categories":5006},[160],{"categories":5008},[109],{"categories":5010},[109],{"categories":5012},[109],{"categories":5014},[70],{"categories":5016},[109],{"categories":5018},[109],{"categories":5020},[109],{"categories":5022},[3465],{"categories":5024},[5025],"Clinical AI",{"categories":5027},[215],{"categories":5029},[109],{"categories":5031},[109],{"categories":5033},[109],{"categories":5035},[109],{"categories":5037},[291],{"categories":5039},[2750],{"categories":5041},[109],{"categories":5043},[124],{"categories":5045},[215],{"categories":5047},[109],{"categories":5049},[70],{"categories":5051},[109],{"categories":5053},[109],{"categories":5055},[160],{"categories":5057},[109],{"categories":5059},[70],{"categories":5061},[135],{"categories":5063},[248],{"categories":5065},[109],{"categories":5067},[109],{"categories":5069},[117],{"categories":5071},[109],{"categories":5073},[109],{"categories":5075},[551],{"categories":5077},[109],{"categories":5079},[],{"categories":5081},[70],{"categories":5083},[109],{"categories":5085},[135],{"categories":5087},[112],{"categories":5089},[109],{"categories":5091},[],{"categories":5093},[],{"categories":5095},[109],{"categories":5097},[],{"categories":5099},[117],{"categories":5101},[109],{"categories":5103},[109],{"categories":5105},[70],{"categories":5107},[70],{"categories":5109},[109],{"categories":5111},[160],{"categories":5113},[160],{"categories":5115},[160],{"categories":5117},[160],{"categories":5119},[],{"categories":5121},[112],{"categories":5123},[70],{"categories":5125},[160],{"categories":5127},[109],{"categories":5129},[624],{"categories":5131},[124],{"categories":5133},[70],{"categories":5135},[109],{"categories":5137},[112],{"categories":5139},[109],{"categories":5141},[70],{"categories":5143},[109],{"categories":5145},[109],{"categories":5147},[109],{"categories":5149},[109],{"categories":5151},[109],{"categories":5153},[109,70],{"categories":5155},[70],{"categories":5157},[291],{"categories":5159},[160],{"categories":5161},[70],{"categories":5163},[160],{"categories":5165},[70],{"categories":5167},[109],{"categories":5169},[],{"categories":5171},[160],{"categories":5173},[248],{"categories":5175},[112],{"categories":5177},[109],{"categories":5179},[109],{"categories":5181},[],{"categories":5183},[135],{"categories":5185},[],{"categories":5187},[112],{"categories":5189},[70],{"categories":5191},[160],{"categories":5193},[109],{"categories":5195},[160],{"categories":5197},[112],{"categories":5199},[160],{"categories":5201},[160],{"categories":5203},[],{"categories":5205},[117],{"categories":5207},[70],{"categories":5209},[160],{"categories":5211},[160],{"categories":5213},[160],{"categories":5215},[160],{"categories":5217},[160],{"categories":5219},[160],{"categories":5221},[160],{"categories":5223},[160],{"categories":5225},[160],{"categories":5227},[160],{"categories":5229},[138],{"categories":5231},[112],{"categories":5233},[109],{"categories":5235},[109],{"categories":5237},[70],{"categories":5239},[70],{"categories":5241},[],{"categories":5243},[109],{"categories":5245},[109,112],{"categories":5247},[],{"categories":5249},[70],{"categories":5251},[109],{"categories":5253},[160],{"categories":5255},[70],{"categories":5257},[70],{"categories":5259},[973],{"categories":5261},[109],{"categories":5263},[109],{"categories":5265},[109],{"categories":5267},[109],{"categories":5269},[124],{"categories":5271},[109],{"categories":5273},[109],{"categories":5275},[397],{"categories":5277},[109],{"categories":5279},[109],{"categories":5281},[70],{"categories":5283},[109],{"categories":5285},[109],{"categories":5287},[109],{"categories":5289},[109],{"categories":5291},[117],{"categories":5293},[124],{"categories":5295},[70],{"categories":5297},[70],{"categories":5299},[],{"categories":5301},[70],{"categories":5303},[215],{"categories":5305},[160],{"categories":5307},[109],{"categories":5309},[],{"categories":5311},[109],{"categories":5313},[124],{"categories":5315},[],{"categories":5317},[135],{"categories":5319},[109],{"categories":5321},[70],{"categories":5323},[215],{"categories":5325},[109],{"categories":5327},[109],{"categories":5329},[],{"categories":5331},[109],{"categories":5333},[109],{"categories":5335},[],{"categories":5337},[248],{"categories":5339},[109],{"categories":5341},[70],{"categories":5343},[],{"categories":5345},[],{"categories":5347},[160],{"categories":5349},[112],{"categories":5351},[109],{"categories":5353},[109],{"categories":5355},[117],{"categories":5357},[109],{"categories":5359},[109],{"categories":5361},[70],{"categories":5363},[109],{"categories":5365},[117],{"categories":5367},[117],{"categories":5369},[215],{"categories":5371},[],{"categories":5373},[109],{"categories":5375},[160],{"categories":5377},[],{"categories":5379},[109],{"categories":5381},[109],{"categories":5383},[215],{"categories":5385},[109],{"categories":5387},[109],{"categories":5389},[248],{"categories":5391},[109],{"categories":5393},[291],{"categories":5395},[],{"categories":5397},[70],{"categories":5399},[109],{"categories":5401},[248],{"categories":5403},[135],{"categories":5405},[],{"categories":5407},[109],{"categories":5409},[],{"categories":5411},[70],{"categories":5413},[215],{"categories":5415},[135],{"categories":5417},[],{"categories":5419},[3465],{"categories":5421},[117],{"categories":5423},[112],{"categories":5425},[109],{"categories":5427},[70],{"categories":5429},[138],{"categories":5431},[70],{"categories":5433},[109],{"categories":5435},[215],{"categories":5437},[109],{"categories":5439},[109],{"categories":5441},[135],{"categories":5443},[],{"categories":5445},[],{"categories":5447},[109],{"categories":5449},[112],{"categories":5451},[109],{"categories":5453},[248],{"categories":5455},[],{"categories":5457},[70],{"categories":5459},[70],{"categories":5461},[109],{"categories":5463},[70],{"categories":5465},[109],{"categories":5467},[160],{"categories":5469},[109],{"categories":5471},[135],{"categories":5473},[109],{"categories":5475},[70],{"categories":5477},[124],{"categories":5479},[109],{"categories":5481},[109],{"categories":5483},[109],{"categories":5485},[109],{"categories":5487},[70],{"categories":5489},[109],{"categories":5491},[124],{"categories":5493},[248],{"categories":5495},[160],{"categories":5497},[],{"categories":5499},[248],{"categories":5501},[109],{"categories":5503},[],{"categories":5505},[135],{"categories":5507},[70],{"categories":5509},[],{"categories":5511},[109],{"categories":5513},[109],{"categories":5515},[109],{"categories":5517},[109],{"categories":5519},[109],{"categories":5521},[70],{"categories":5523},[117],{"categories":5525},[112],{"categories":5527},[109],{"categories":5529},[109],{"categories":5531},[70],{"categories":5533},[109],{"categories":5535},[215],{"categories":5537},[135],{"categories":5539},[135],{"categories":5541},[109],{"categories":5543},[138],{"categories":5545},[70],{"categories":5547},[109],{"categories":5549},[109],{"categories":5551},[70],{"categories":5553},[109],{"categories":5555},[109],{"categories":5557},[109],{"categories":5559},[70],{"categories":5561},[117],{"categories":5563},[109],{"categories":5565},[215],{"categories":5567},[135],{"categories":5569},[70],{"categories":5571},[109],{"categories":5573},[124],{"categories":5575},[109],{"categories":5577},[124],{"categories":5579},[70],{"categories":5581},[109],{"categories":5583},[109],{"categories":5585},[160],{"categories":5587},[109],{"categories":5589},[],{"categories":5591},[112],{"categories":5593},[109],{"categories":5595},[109],{"categories":5597},[109],{"categories":5599},[135],{"categories":5601},[135],{"categories":5603},[109],{"categories":5605},[135],{"categories":5607},[109],{"categories":5609},[70],{"categories":5611},[109],{"categories":5613},[109],{"categories":5615},[109],{"categories":5617},[109],{"categories":5619},[109],{"categories":5621},[],{"categories":5623},[109],{"categories":5625},[215],{"categories":5627},[70],{"categories":5629},[117],{"categories":5631},[160],{"categories":5633},[109],{"categories":5635},[70],{"categories":5637},[109],{"categories":5639},[70],{"categories":5641},[109],{"categories":5643},[109],{"categories":5645},[215],{"categories":5647},[70],{"categories":5649},[109],{"categories":5651},[248],{"categories":5653},[117],{"categories":5655},[109],{"categories":5657},[138],{"categories":5659},[109],{"categories":5661},[109],{"categories":5663},[160],{"categories":5665},[109],{"categories":5667},[109],{"categories":5669},[109],{"categories":5671},[109],{"categories":5673},[70],{"categories":5675},[291],{"categories":5677},[109],{"categories":5679},[135],{"categories":5681},[70],{"categories":5683},[138],{"categories":5685},[],{"categories":5687},[70],{"categories":5689},[135],{"categories":5691},[109],{"categories":5693},[109],{"categories":5695},[109],{"categories":5697},[2572],{"categories":5699},[109],{"categories":5701},[215],{"categories":5703},[326],{"categories":5705},[109],{"categories":5707},[109],{"categories":5709},[109],{"categories":5711},[109],{"categories":5713},[109],{"categories":5715},[112],{"categories":5717},[70],{"categories":5719},[109],{"categories":5721},[109],{"categories":5723},[135],{"categories":5725},[117],{"categories":5727},[109],{"categories":5729},[109],{"categories":5731},[135],{"categories":5733},[109],{"categories":5735},[],{"categories":5737},[70],{"categories":5739},[70],{"categories":5741},[109],{"categories":5743},[109],{"categories":5745},[109],{"categories":5747},[138],{"categories":5749},[],{"categories":5751},[160],{"categories":5753},[],{"categories":5755},[160],{"categories":5757},[109],{"categories":5759},[109],{"categories":5761},[109],{"categories":5763},[70],{"categories":5765},[109],{"categories":5767},[70],{"categories":5769},[70],{"categories":5771},[],{"categories":5773},[109],{"categories":5775},[160],{"categories":5777},[109],{"categories":5779},[],{"categories":5781},[109],{"categories":5783},[109],{"categories":5785},[],{"categories":5787},[109],{"categories":5789},[109],{"categories":5791},[215],{"categories":5793},[135],{"categories":5795},[70],{"categories":5797},[109],{"categories":5799},[109],{"categories":5801},[109],{"categories":5803},[109],{"categories":5805},[109],{"categories":5807},[248],{"categories":5809},[109],{"categories":5811},[109],{"categories":5813},[109],{"categories":5815},[112],{"categories":5817},[109],{"categories":5819},[109],{"categories":5821},[],{"categories":5823},[109],{"categories":5825},[109],{"categories":5827},[109],{"categories":5829},[],{"categories":5831},[70],{"categories":5833},[112],{"categories":5835},[109],{"categories":5837},[109],{"categories":5839},[109],{"categories":5841},[109],{"categories":5843},[160],{"categories":5845},[109],{"categories":5847},[135],{"categories":5849},[124],{"categories":5851},[70],{"categories":5853},[482],{"categories":5855},[109],{"categories":5857},[109],{"categories":5859},[109],{"categories":5861},[109],{"categories":5863},[135],{"categories":5865},[160],{"categories":5867},[215],{"categories":5869},[109],{"categories":5871},[109],{"categories":5873},[109],{"categories":5875},[109],{"categories":5877},[109],{"categories":5879},[109],{"categories":5881},[160],{"categories":5883},[109],{"categories":5885},[215],{"categories":5887},[109],{"categories":5889},[109],{"categories":5891},[160],{"categories":5893},[215],{"categories":5895},[109],{"categories":5897},[160],{"categories":5899},[109],{"categories":5901},[70],{"categories":5903},[70],{"categories":5905},[70],{"categories":5907},[109],{"categories":5909},[135],{"categories":5911},[160],{"categories":5913},[70],{"categories":5915},[70],{"categories":5917},[109],{"categories":5919},[135],{"categories":5921},[215],{"categories":5923},[109],{"categories":5925},[109],{"categories":5927},[70],{"categories":5929},[109],{"categories":5931},[],{"categories":5933},[70],{"categories":5935},[],{"categories":5937},[109],{"categories":5939},[109],{"categories":5941},[],{"categories":5943},[],{"categories":5945},[70],{"categories":5947},[117],{"categories":5949},[70],{"categories":5951},[5952],"Liability & Ethics",{"categories":5954},[109],{"categories":5956},[109],{"categories":5958},[109],{"categories":5960},[70],{"categories":5962},[112],{"categories":5964},[70],{"categories":5966},[117],{"categories":5968},[248],{"categories":5970},[109],{"categories":5972},[70],{"categories":5974},[109],{"categories":5976},[109],{"categories":5978},[109],{"categories":5980},[],{"categories":5982},[597],{"categories":5984},[70],{"categories":5986},[],{"categories":5988},[109],{"categories":5990},[112],{"categories":5992},[70],{"categories":5994},[109],{"categories":5996},[],{"categories":5998},[70],{"categories":6000},[109],{"categories":6002},[109],{"categories":6004},[135],{"categories":6006},[109],{"categories":6008},[160],{"categories":6010},[109],{"categories":6012},[109],{"categories":6014},[124],{"categories":6016},[109],{"categories":6018},[70],{"categories":6020},[109],{"categories":6022},[109],{"categories":6024},[109],{"categories":6026},[160],{"categories":6028},[70],{"categories":6030},[135],{"categories":6032},[215],{"categories":6034},[112],{"categories":6036},[109],{"categories":6038},[109],{"categories":6040},[109],{"categories":6042},[],{"categories":6044},[70],{"categories":6046},[70],{"categories":6048},[70],{"categories":6050},[482],{"categories":6052},[70],{"categories":6054},[215],{"categories":6056},[70],{"categories":6058},[291],{"categories":6060},[135],{"categories":6062},[160],{"categories":6064},[109],{"categories":6066},[215],{"categories":6068},[109],{"categories":6070},[112],{"categories":6072},[],{"categories":6074},[109],{"categories":6076},[70],{"categories":6078},[109],{"categories":6080},[109],{"categories":6082},[109],{"categories":6084},[109],{"categories":6086},[70],{"categories":6088},[109],{"categories":6090},[109],{"categories":6092},[215],{"categories":6094},[70],{"categories":6096},[],{"categories":6098},[70],{"categories":6100},[124],{"categories":6102},[109],{"categories":6104},[160],{"categories":6106},[70],{"categories":6108},[117],{"categories":6110},[],{"categories":6112},[109],{"categories":6114},[109],{"categories":6116},[124],{"categories":6118},[109],{"categories":6120},[70],{"categories":6122},[160],{"categories":6124},[112],{"categories":6126},[291],{"categories":6128},[109],{"categories":6130},[109],{"categories":6132},[109],{"categories":6134},[160],{"categories":6136},[117],{"categories":6138},[109],{"categories":6140},[215],{"categories":6142},[160],{"categories":6144},[291],{"categories":6146},[109],{"categories":6148},[70],{"categories":6150},[],{"categories":6152},[551],{"categories":6154},[],{"categories":6156},[109],{"categories":6158},[291],{"categories":6160},[109],{"categories":6162},[138],{"categories":6164},[109],{"categories":6166},[70],{"categories":6168},[70],{"categories":6170},[6171],"Design News & Tools",{"categories":6173},[109],{"categories":6175},[109],{"categories":6177},[160],{"categories":6179},[109],{"categories":6181},[109],{"categories":6183},[109],{"categories":6185},[112],{"categories":6187},[70],{"categories":6189},[109],{"categories":6191},[215],{"categories":6193},[70],{"categories":6195},[70],{"categories":6197},[215],{"categories":6199},[109],{"categories":6201},[109],{"categories":6203},[109],{"categories":6205},[482],{"categories":6207},[70],{"categories":6209},[109],{"categories":6211},[70],{"categories":6213},[109],{"categories":6215},[109],{"categories":6217},[482],{"categories":6219},[109],{"categories":6221},[248],{"categories":6223},[109],{"categories":6225},[70],{"categories":6227},[70],{"categories":6229},[],{"categories":6231},[109],{"categories":6233},[109],{"categories":6235},[109],{"categories":6237},[160],{"categories":6239},[109],{"categories":6241},[112],{"categories":6243},[],{"categories":6245},[109],{"categories":6247},[109],{"categories":6249},[109],{"categories":6251},[135],{"categories":6253},[624],{"categories":6255},[135],{"categories":6257},[215],{"categories":6259},[109],{"categories":6261},[109,70],{"categories":6263},[248,117],{"categories":6265},[135],{"categories":6267},[109],{"categories":6269},[109],{"categories":6271},[109],{"categories":6273},[109],{"categories":6275},[],{"categories":6277},[135],{"categories":6279},[70],{"categories":6281},[109],{"categories":6283},[109],{"categories":6285},[],{"categories":6287},[109],{"categories":6289},[135],{"categories":6291},[109],{"categories":6293},[135],{"categories":6295},[109],{"categories":6297},[],{"categories":6299},[70],{"categories":6301},[109],{"categories":6303},[117],{"categories":6305},[109],{"categories":6307},[160],{"categories":6309},[109],{"categories":6311},[],{"categories":6313},[109],{"categories":6315},[70],{"categories":6317},[109],{"categories":6319},[],{"categories":6321},[215],{"categories":6323},[109],{"categories":6325},[109],{"categories":6327},[70],{"categories":6329},[109],{"categories":6331},[109],{"categories":6333},[109],{"categories":6335},[112],{"categories":6337},[109],{"categories":6339},[70],{"categories":6341},[109],{"categories":6343},[],{"categories":6345},[109],{"categories":6347},[291],{"categories":6349},[248],{"categories":6351},[117],{"categories":6353},[117],{"categories":6355},[109],{"categories":6357},[112],{"categories":6359},[112],{"categories":6361},[109],{"categories":6363},[70],{"categories":6365},[109],{"categories":6367},[109],{"categories":6369},[109],{"categories":6371},[109],{"categories":6373},[135],{"categories":6375},[109],{"categories":6377},[112],{"categories":6379},[109],{"categories":6381},[109],{"categories":6383},[70],{"categories":6385},[109],{"categories":6387},[248],{"categories":6389},[109],{"categories":6391},[160],{"categories":6393},[109],{"categories":6395},[109],{"categories":6397},[70],{"categories":6399},[124],{"categories":6401},[109],{"categories":6403},[70],{"categories":6405},[109],{"categories":6407},[70],{"categories":6409},[],{"categories":6411},[135],{"categories":6413},[],{"categories":6415},[135],{"categories":6417},[70],{"categories":6419},[112],{"categories":6421},[109],{"categories":6423},[],{"categories":6425},[138],{"categories":6427},[291],{"categories":6429},[109],{"categories":6431},[135],{"categories":6433},[109],{"categories":6435},[],{"categories":6437},[160],{"categories":6439},[70],{"categories":6441},[135],{"categories":6443},[215],{"categories":6445},[117],{"categories":6447},[109],{"categories":6449},[109],{"categories":6451},[70],{"categories":6453},[135],{"categories":6455},[70],{"categories":6457},[160],{"categories":6459},[109],{"categories":6461},[124],{"categories":6463},[112],{"categories":6465},[124],{"categories":6467},[160],{"categories":6469},[109],{"categories":6471},[109],{"categories":6473},[135],{"categories":6475},[109],{"categories":6477},[215],{"categories":6479},[117],{"categories":6481},[109],{"categories":6483},[109],{"categories":6485},[109],{"categories":6487},[109],{"categories":6489},[109],{"categories":6491},[109],{"categories":6493},[70],{"categories":6495},[109],{"categories":6497},[109],{"categories":6499},[70],{"categories":6501},[109],{"categories":6503},[109],{"categories":6505},[112],{"categories":6507},[109],{"categories":6509},[70],{"categories":6511},[70],{"categories":6513},[215],{"categories":6515},[70],{"categories":6517},[109],{"categories":6519},[70],{"categories":6521},[109],{"categories":6523},[112],{"categories":6525},[70],{"categories":6527},[215],{"categories":6529},[],{"categories":6531},[109],{"categories":6533},[138],{"categories":6535},[482],{"categories":6537},[109],{"categories":6539},[70],{"categories":6541},[109],{"categories":6543},[109],{"categories":6545},[135],{"categories":6547},[109],{"categories":6549},[],{"categories":6551},[109],{"categories":6553},[70],{"categories":6555},[117],{"categories":6557},[109],{"categories":6559},[248],{"categories":6561},[215],{"categories":6563},[109],{"categories":6565},[135],{"categories":6567},[109],{"categories":6569},[109],{"categories":6571},[160],{"categories":6573},[70],{"categories":6575},[109],{"categories":6577},[248],{"categories":6579},[70],{"categories":6581},[117],{"categories":6583},[117],{"categories":6585},[109],{"categories":6587},[109],{"categories":6589},[109],{"categories":6591},[109],{"categories":6593},[109],{"categories":6595},[109],{"categories":6597},[112],{"categories":6599},[109],{"categories":6601},[],{"categories":6603},[109],{"categories":6605},[109],{"categories":6607},[70],{"categories":6609},[109],{"categories":6611},[70],{"categories":6613},[109],{"categories":6615},[109],{"categories":6617},[109],{"categories":6619},[109],{"categories":6621},[109],{"categories":6623},[109],{"categories":6625},[135],{"categories":6627},[],{"categories":6629},[112],{"categories":6631},[109],{"categories":6633},[109],{"categories":6635},[70],{"categories":6637},[70],{"categories":6639},[],{"categories":6641},[135],{"categories":6643},[135],{"categories":6645},[109],{"categories":6647},[248],{"categories":6649},[117],{"categories":6651},[215],{"categories":6653},[109],{"categories":6655},[],{"categories":6657},[109],{"categories":6659},[70],{"categories":6661},[112],{"categories":6663},[109],{"categories":6665},[109],{"categories":6667},[135],{"categories":6669},[112],{"categories":6671},[109],{"categories":6673},[109],{"categories":6675},[160],{"categories":6677},[138],{"categories":6679},[109],{"categories":6681},[160],{"categories":6683},[109],{"categories":6685},[70],{"categories":6687},[109],{"categories":6689},[109],{"categories":6691},[],{"categories":6693},[160],{"categories":6695},[70],{"categories":6697},[215],{"categories":6699},[138],{"categories":6701},[109],{"categories":6703},[109],{"categories":6705},[109],{"categories":6707},[],{"categories":6709},[70],{"categories":6711},[70],{"categories":6713},[70],{"categories":6715},[3465],{"categories":6717},[160],{"categories":6719},[109],{"categories":6721},[135],{"categories":6723},[109],{"categories":6725},[109],{"categories":6727},[109],{"categories":6729},[109],{"categories":6731},[109],{"categories":6733},[70],{"categories":6735},[109],{"categories":6737},[117],{"categories":6739},[109],{"categories":6741},[112],{"categories":6743},[1960],{"categories":6745},[291],{"categories":6747},[112],{"categories":6749},[],{"categories":6751},[124],{"categories":6753},[109],{"categories":6755},[],{"categories":6757},[109],{"categories":6759},[160],{"categories":6761},[70],{"categories":6763},[215],{"categories":6765},[109],{"categories":6767},[70],{"categories":6769},[109],{"categories":6771},[109],{"categories":6773},[109],{"categories":6775},[109],{"categories":6777},[160],{"categories":6779},[],{"categories":6781},[109],{"categories":6783},[70],{"categories":6785},[109],{"categories":6787},[70],{"categories":6789},[70],{"categories":6791},[],{"categories":6793},[109],{"categories":6795},[],{"categories":6797},[160],{"categories":6799},[112],{"categories":6801},[109],{"categories":6803},[215],{"categories":6805},[109],{"categories":6807},[70],{"categories":6809},[160],{"categories":6811},[109],{"categories":6813},[160],{"categories":6815},[],{"categories":6817},[160],{"categories":6819},[109],{"categories":6821},[112],{"categories":6823},[70],{"categories":6825},[482],{"categories":6827},[109],{"categories":6829},[70],{"categories":6831},[109],{"categories":6833},[],{"categories":6835},[135],{"categories":6837},[70],{"categories":6839},[124],{"categories":6841},[70],{"categories":6843},[109],{"categories":6845},[112],{"categories":6847},[109],{"categories":6849},[109],{"categories":6851},[],{"categories":6853},[],{"categories":6855},[],{"categories":6857},[215],{"categories":6859},[109],{"categories":6861},[70],{"categories":6863},[109],{"categories":6865},[109],{"categories":6867},[],{"categories":6869},[],{"categories":6871},[],{"categories":6873},[109],{"categories":6875},[70],{"categories":6877},[215],{"categories":6879},[109],{"categories":6881},[],{"categories":6883},[70],{"categories":6885},[109],{"categories":6887},[109],{"categories":6889},[112],{"categories":6891},[],{"categories":6893},[],{"categories":6895},[109],{"categories":6897},[109],{"categories":6899},[109],{"categories":6901},[70],{"categories":6903},[215],{"categories":6905},[109],{"categories":6907},[160],{"categories":6909},[],{"categories":6911},[109],{"categories":6913},[109],{"categories":6915},[248],{"categories":6917},[160],{"categories":6919},[248],{"categories":6921},[135],{"categories":6923},[138],{"categories":6925},[109],{"categories":6927},[109],{"categories":6929},[],{"categories":6931},[],{"categories":6933},[70],{"categories":6935},[],{"categories":6937},[109],{"categories":6939},[482],{"categories":6941},[109],{"categories":6943},[109],{"categories":6945},[109],{"categories":6947},[109],{"categories":6949},[],{"categories":6951},[70],{"categories":6953},[109],{"categories":6955},[109],{"categories":6957},[],{"categories":6959},[70],{"categories":6961},[70],{"categories":6963},[109],{"categories":6965},[160],{"categories":6967},[109],{"categories":6969},[248],{"categories":6971},[109],{"categories":6973},[70],{"categories":6975},[117],{"categories":6977},[124],{"categories":6979},[109],{"categories":6981},[109],{"categories":6983},[70],{"categories":6985},[138],{"categories":6987},[70],{"categories":6989},[70],{"categories":6991},[],{"categories":6993},[109],{"categories":6995},[70],{"categories":6997},[],{"categories":6999},[109],{"categories":7001},[],{"categories":7003},[160],{"categories":7005},[117],{"categories":7007},[],{"categories":7009},[109],{"categories":7011},[109],{"categories":7013},[109],{"categories":7015},[],{"categories":7017},[70],{"categories":7019},[215],{"categories":7021},[112],{"categories":7023},[109],{"categories":7025},[],{"categories":7027},[117],{"categories":7029},[248],{"categories":7031},[109],{"categories":7033},[135],{"categories":7035},[112],{"categories":7037},[138],{"categories":7039},[117],{"categories":7041},[135],{"categories":7043},[70],{"categories":7045},[135],{"categories":7047},[],{"categories":7049},[109],{"categories":7051},[124],{"categories":7053},[124],{"categories":7055},[109],{"categories":7057},[],{"categories":7059},[70],{"categories":7061},[70],{"categories":7063},[112],{"categories":7065},[215],{"categories":7067},[109],{"categories":7069},[109],{"categories":7071},[112],{"categories":7073},[70],{"categories":7075},[291],{"categories":7077},[109],{"categories":7079},[109],{"categories":7081},[109],{"categories":7083},[109],{"categories":7085},[109],{"categories":7087},[112],{"categories":7089},[109],{"categories":7091},[135],{"categories":7093},[138],{"categories":7095},[70],{"categories":7097},[],{"categories":7099},[109],{"categories":7101},[109],{"categories":7103},[109],{"categories":7105},[135],{"categories":7107},[70],{"categories":7109},[160],{"categories":7111},[135],{"categories":7113},[109],{"categories":7115},[124],{"categories":7117},[],{"categories":7119},[215],{"categories":7121},[135],{"categories":7123},[160],{"categories":7125},[109],{"categories":7127},[109],{"categories":7129},[112],{"categories":7131},[70],{"categories":7133},[109],{"categories":7135},[109],{"categories":7137},[70],{"categories":7139},[124],{"categories":7141},[109],{"categories":7143},[70],{"categories":7145},[109],{"categories":7147},[117],{"categories":7149},[109],{"categories":7151},[70],{"categories":7153},[70,291],{"categories":7155},[109],{"categories":7157},[109],{"categories":7159},[70],{"categories":7161},[135],{"categories":7163},[109],{"categories":7165},[109],{"categories":7167},[109],{"categories":7169},[138],{"categories":7171},[70],{"categories":7173},[248],{"categories":7175},[70],{"categories":7177},[117],{"categories":7179},[],{"categories":7181},[70],{"categories":7183},[109],{"categories":7185},[117],{"categories":7187},[],{"categories":7189},[],{"categories":7191},[109],{"categories":7193},[135],{"categories":7195},[109],{"categories":7197},[109],{"categories":7199},[70],{"categories":7201},[109],{"categories":7203},[138],{"categories":7205},[248],{"categories":7207},[109],{"categories":7209},[109],{"categories":7211},[109],{"categories":7213},[109],{"categories":7215},[70],{"categories":7217},[],{"categories":7219},[70],{"categories":7221},[160],{"categories":7223},[109],{"categories":7225},[70],{"categories":7227},[70],{"categories":7229},[109],{"categories":7231},[],{"categories":7233},[160],{"categories":7235},[135],{"categories":7237},[3465],{"categories":7239},[112],{"categories":7241},[135],{"categories":7243},[109],{"categories":7245},[70],{"categories":7247},[109],{"categories":7249},[109],{"categories":7251},[248],{"categories":7253},[135],{"categories":7255},[138],{"categories":7257},[],{"categories":7259},[160],{"categories":7261},[109],{"categories":7263},[109],{"categories":7265},[],{"categories":7267},[70],{"categories":7269},[109],{"categories":7271},[109],{"categories":7273},[109],{"categories":7275},[109],{"categories":7277},[70],{"categories":7279},[109],{"categories":7281},[109],{"categories":7283},[109],{"categories":7285},[109],{"categories":7287},[124],{"categories":7289},[109],{"categories":7291},[70],{"categories":7293},[109],{"categories":7295},[109],{"categories":7297},[109],{"categories":7299},[109],{"categories":7301},[109],{"categories":7303},[109],{"categories":7305},[109],{"categories":7307},[117],{"categories":7309},[],{"categories":7311},[124],{"categories":7313},[109],{"categories":7315},[160],{"categories":7317},[70],{"categories":7319},[109],{"categories":7321},[135],{"categories":7323},[],{"categories":7325},[135],{"categories":7327},[135],{"categories":7329},[70],{"categories":7331},[135],{"categories":7333},[109],{"categories":7335},[109],{"categories":7337},[109],{"categories":7339},[70],{"categories":7341},[135],{"categories":7343},[109],{"categories":7345},[109],{"categories":7347},[109],{"categories":7349},[70],{"categories":7351},[160],{"categories":7353},[109],{"categories":7355},[109],{"categories":7357},[109],{"categories":7359},[117],{"categories":7361},[109],{"categories":7363},[70],{"categories":7365},[215],{"categories":7367},[],{"categories":7369},[109],{"categories":7371},[109],{"categories":7373},[138],{"categories":7375},[109],{"categories":7377},[70],{"categories":7379},[109],{"categories":7381},[109],{"categories":7383},[],{"categories":7385},[109],{"categories":7387},[109],{"categories":7389},[160],{"categories":7391},[109],{"categories":7393},[109],{"categories":7395},[70],{"categories":7397},[248],{"categories":7399},[],{"categories":7401},[],{"categories":7403},[135],{"categories":7405},[109],{"categories":7407},[109],{"categories":7409},[124],{"categories":7411},[160],{"categories":7413},[109],{"categories":7415},[135],{"categories":7417},[160],{"categories":7419},[109],{"categories":7421},[109],{"categories":7423},[248],{"categories":7425},[138],{"categories":7427},[109],{"categories":7429},[109],{"categories":7431},[112],{"categories":7433},[70],{"categories":7435},[109],{"categories":7437},[109],{"categories":7439},[70],{"categories":7441},[117],{"categories":7443},[70],{"categories":7445},[135],{"categories":7447},[109],{"categories":7449},[117],{"categories":7451},[],{"categories":7453},[109],{"categories":7455},[138],{"categories":7457},[109],{"categories":7459},[109],{"categories":7461},[],{"categories":7463},[160],{"categories":7465},[109],{"categories":7467},[70],{"categories":7469},[138],{"categories":7471},[109],{"categories":7473},[135],{"categories":7475},[135],{"categories":7477},[135],{"categories":7479},[109],{"categories":7481},[70],{"categories":7483},[70],{"categories":7485},[109],{"categories":7487},[70],{"categories":7489},[109],{"categories":7491},[109],{"categories":7493},[215],{"categories":7495},[138],{"categories":7497},[138],{"categories":7499},[],{"categories":7501},[160],{"categories":7503},[109],{"categories":7505},[109],{"categories":7507},[135],{"categories":7509},[],{"categories":7511},[160],{"categories":7513},[160],{"categories":7515},[160],{"categories":7517},[],{"categories":7519},[70],{"categories":7521},[109],{"categories":7523},[],{"categories":7525},[112],{"categories":7527},[117],{"categories":7529},[],{"categories":7531},[109],{"categories":7533},[109],{"categories":7535},[],{"categories":7537},[135],{"categories":7539},[],{"categories":7541},[],{"categories":7543},[],{"categories":7545},[],{"categories":7547},[109],{"categories":7549},[160],{"categories":7551},[],{"categories":7553},[],{"categories":7555},[109],{"categories":7557},[109],{"categories":7559},[109],{"categories":7561},[138],{"categories":7563},[109],{"categories":7565},[138],{"categories":7567},[],{"categories":7569},[138],{"categories":7571},[138],{"categories":7573},[291],{"categories":7575},[70],{"categories":7577},[135],{"categories":7579},[],{"categories":7581},[],{"categories":7583},[138],{"categories":7585},[135],{"categories":7587},[135],{"categories":7589},[135],{"categories":7591},[],{"categories":7593},[112],{"categories":7595},[135],{"categories":7597},[135],{"categories":7599},[112],{"categories":7601},[135],{"categories":7603},[117],{"categories":7605},[135],{"categories":7607},[135],{"categories":7609},[135],{"categories":7611},[138],{"categories":7613},[160],{"categories":7615},[160],{"categories":7617},[109],{"categories":7619},[135],{"categories":7621},[138],{"categories":7623},[291],{"categories":7625},[138],{"categories":7627},[138],{"categories":7629},[138],{"categories":7631},[],{"categories":7633},[117],{"categories":7635},[],{"categories":7637},[291],{"categories":7639},[135],{"categories":7641},[135],{"categories":7643},[135],{"categories":7645},[70],{"categories":7647},[160,117],{"categories":7649},[138],{"categories":7651},[],{"categories":7653},[],{"categories":7655},[138],{"categories":7657},[],{"categories":7659},[138],{"categories":7661},[160],{"categories":7663},[70],{"categories":7665},[],{"categories":7667},[135],{"categories":7669},[109],{"categories":7671},[215],{"categories":7673},[],{"categories":7675},[109],{"categories":7677},[],{"categories":7679},[160],{"categories":7681},[112],{"categories":7683},[138],{"categories":7685},[],{"categories":7687},[135],{"categories":7689},[160],[7691,7771,7839,7899],{"id":7692,"title":7693,"ai":7694,"body":7700,"categories":7737,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":7738,"navigation":87,"path":7758,"published_at":7759,"question":71,"scraped_at":7760,"seo":7761,"sitemap":7762,"source_id":7763,"source_name":7764,"source_type":95,"source_url":7765,"stem":7766,"tags":7767,"thumbnail_url":71,"tldr":7768,"tweet":71,"unknown_tags":7769,"__hash__":7770},"summaries\u002Fsummaries\u002Ffa8b14035c930d7e-adobe-s-cx-enterprise-agents-battle-ai-rivals-amid-summary.md","Adobe's CX Enterprise Agents Battle AI Rivals Amid Stock Slump",{"provider":7,"model":7695,"input_tokens":7696,"output_tokens":7697,"processing_time_ms":7698,"cost_usd":7699},"x-ai\u002Fgrok-4.1-fast",4431,1864,20205,0.00179555,{"type":14,"value":7701,"toc":7732},[7702,7706,7709,7712,7716,7719,7722,7726,7729],[17,7703,7705],{"id":7704},"cx-enterprise-automates-marketing-and-sales-with-multi-agent-orchestration","CX Enterprise Automates Marketing and Sales with Multi-Agent Orchestration",[22,7707,7708],{},"Adobe's CX Enterprise platform integrates an AI-powered content supply chain, customer engagement orchestration, and brand visibility tools to keep brands prominent in AI-driven environments. The core \"CX Enterprise Coworker\" agent autonomously coordinates other agents, pulls business data, generates marketing plans, and executes them—handling end-to-end tasks without human intervention. This addresses enterprise needs for scalable automation in digital marketing and sales, positioning Adobe as a counter to disruption by building the \"broadest agent-based AI ecosystem\" through partnerships with OpenAI, Anthropic, Microsoft, Amazon, Nvidia, and over 30 others for cross-platform agent interoperability.",[22,7710,7711],{},"Builders integrating AI agents into customer-facing products can replicate this by focusing on agent orchestration: use a lead agent to delegate to specialized sub-agents for data gathering, planning, and execution, ensuring reliability via business-context grounding. Trade-off: Relies on partner ecosystems, so lock-in risk if APIs change.",[17,7713,7715],{"id":7714},"ai-native-competitors-erode-incumbent-value","AI-Native Competitors Erode Incumbent Value",[22,7717,7718],{},"Adobe's stock fell 30% this year as investors fled to AI-first tools, contributing to hundreds of billions in losses across software stocks. CEO Shantanu Narayen admitted, \"new AI-first applications... business models are going to change.\" Early wins like Firefly AI (Adobe's in-house models for creative suites) couldn't offset threats: Canva added agent capabilities last week, Anthropic launched Claude Design (converting chats to prototypes, decks, assets), and Salesforce rolled out Agentforce. These erode Adobe's moat in design\u002Fmarketing by offering faster, cheaper AI-native alternatives.",[22,7720,7721],{},"For product builders, lesson: Incumbents like Adobe succeed by layering agents atop existing data moats (e.g., content libraries), but pure AI startups win on speed—prioritize agent extensibility over proprietary models to avoid 30% valuation hits from disruption.",[17,7723,7725],{"id":7724},"leadership-shift-heightens-ai-navigation-risks","Leadership Shift Heightens AI Navigation Risks",[22,7727,7728],{},"CEO Narayen steps down after 18 years, transitioning to chairman while co-leading successor search with board director Frank Calderoni. Timing amplifies uncertainty: Wall Street mixed—some see refresh, others more volatility amid AI agent era. Next leader must prove agents extend, not replace, Adobe's $20B+ revenue model.",[22,7730,7731],{},"Indie builders note: CEO transitions during tech shifts (e.g., AI hype peak) demand clear agent roadmaps to reassure stakeholders—Adobe's move signals enterprise software pivots to agents preserve economics but require flawless execution.",{"title":63,"searchDepth":64,"depth":64,"links":7733},[7734,7735,7736],{"id":7704,"depth":64,"text":7705},{"id":7714,"depth":64,"text":7715},{"id":7724,"depth":64,"text":7725},[160],{"content_references":7739,"triage":7754},[7740,7744,7747,7750],{"type":7741,"title":7742,"url":7743,"context":79},"tool","CX Enterprise","https:\u002F\u002Fbusiness.adobe.com\u002Fsolutions\u002Fcustomer-experience-orchestration.html",{"type":7741,"title":7745,"url":7746,"context":79},"Firefly AI models","https:\u002F\u002Fthe-decoder.com\u002Fadobe-turns-its-creative-suite-into-a-chatbot-with-the-new-firefly-ai-assistant\u002F",{"type":7741,"title":7748,"url":7749,"context":79},"Claude Design","https:\u002F\u002Fthe-decoder.com\u002Fanthropics-claude-design-turns-chatbot-conversations-into-prototypes-slide-decks-and-marketing-assets\u002F",{"type":77,"title":7751,"url":7752,"context":7753},"Adobe Unveils Agents for Businesses Amid Threat of AI Disruption","https:\u002F\u002Fwww.wsj.com\u002Fcio-journal\u002Fadobe-unveils-agents-for-businesses-amid-threat-of-ai-disruption-d3cf479c","cited",{"relevance":7755,"novelty":84,"quality":83,"actionability":83,"composite":7756,"reasoning":7757},5,4.15,"Category: AI & LLMs. The article discusses Adobe's new AI agent platform, which is directly relevant to product builders interested in AI integration and automation. It provides actionable insights on agent orchestration that builders can replicate in their own products, addressing a specific pain point of integrating AI into customer-facing applications.","\u002Fsummaries\u002Ffa8b14035c930d7e-adobe-s-cx-enterprise-agents-battle-ai-rivals-amid-summary","2026-04-20 14:39:14","2026-04-21 15:26:46",{"title":7693,"description":63},{"loc":7758},"fa8b14035c930d7e","The Decoder","https:\u002F\u002Fthe-decoder.com\u002Fadobe-fights-ai-disruption-of-its-own-business-model-with-new-enterprise-agent-platform\u002F","summaries\u002Ffa8b14035c930d7e-adobe-s-cx-enterprise-agents-battle-ai-rivals-amid-summary",[100,99,101],"Adobe launches CX Enterprise, an AI agent platform automating marketing, engagement, and sales via multi-agent orchestration and 30+ partnerships, to counter 30% stock drop from AI-native competitors like Anthropic and Canva.",[],"snI1bwpcNS76QzyRmF9IoEwz5-zeWohdo2DxdxvI0GU",{"id":7772,"title":7773,"ai":7774,"body":7779,"categories":7821,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":7822,"navigation":87,"path":7827,"published_at":71,"question":71,"scraped_at":7828,"seo":7829,"sitemap":7830,"source_id":7831,"source_name":7832,"source_type":95,"source_url":7833,"stem":7834,"tags":7835,"thumbnail_url":71,"tldr":7836,"tweet":71,"unknown_tags":7837,"__hash__":7838},"summaries\u002Fsummaries\u002F052a9b5db6e344e4-openai-frontier-powers-enterprise-ai-agents-summary.md","OpenAI Frontier Powers Enterprise AI Agents",{"provider":7,"model":7695,"input_tokens":7775,"output_tokens":7776,"processing_time_ms":7777,"cost_usd":7778},5882,1283,7973,0.0017954,{"type":14,"value":7780,"toc":7815},[7781,7785,7788,7791,7795,7798,7801,7805,7808,7812],[17,7782,7784],{"id":7783},"deploy-reliable-ai-agents-via-layered-platform","Deploy Reliable AI Agents via Layered Platform",[22,7786,7787],{},"OpenAI Frontier operates AI coworkers—your agents, OpenAI agents, or third-party—on a unified platform grounded in ChatGPT Enterprise and OpenAI Atlas. Connect agents to business context like data warehouses, CRMs, and internal apps to build institutional memory, enabling them to use the same data as humans. Agent Execution runs agents in parallel across real workflows for complex tasks, applying model intelligence reliably. Built-in evaluation and optimization loops track performance, revealing what works to iteratively improve agents over time. Enterprise security enforces explicit permissions, auditing, and scoped access, preventing over-permissioning.",[22,7789,7790],{},"This architecture supports production at scale: AI teammates handle data analysis, financial forecasting, and software engineering; business processes automate revenue operations, customer support, and procurement to cut cycle times and costs; strategic projects coordinate multi-department initiatives needing deep expertise.",[17,7792,7794],{"id":7793},"achieve-billion-dollar-impacts-in-critical-industries","Achieve Billion-Dollar Impacts in Critical Industries",[22,7796,7797],{},"Customers deploy Frontier for high-stakes outcomes. In energy, agents predict natural disaster impacts and mitigations to avoid millions in losses. Manufacturing uses simulations for capacity siting, optimizing over $1B in CapEx. Life sciences streamlines global regulatory workflows for drug approvals. Banking scales an AI-native back office across hundreds of millions of events yearly. Communications accelerates call centers with a global AI service layer.",[22,7799,7800],{},"These cases ground agents in real business data, reducing operational friction while compounding advantages through usage-informed improvements.",[17,7802,7804],{"id":7803},"embed-trust-with-iam-compliance-and-observability","Embed Trust with IAM, Compliance, and Observability",[22,7806,7807],{},"Agent Identity & Access Management (IAM) treats AI as coworkers with scoped permissions matching task needs, integrated with enterprise workforce controls. Security meets SOC 2 Type II, ISO\u002FIEC 27001, 27017, 27018, 27701, and CSA STAR standards. Observability provides full traceability via monitoring, logs, and audits for accountability.",[17,7809,7811],{"id":7810},"accelerate-adoption-with-expert-partnership","Accelerate Adoption with Expert Partnership",[22,7813,7814],{},"The Enterprise Frontier Program deploys OpenAI Forward Deployed Engineers alongside your team to architect solutions, implement governance, and productionize agents—creating repeatable patterns. This feedback loop (research → platform → deployment) builds compounding enterprise advantage, positioning AI-native organizations ahead over the next decade.",{"title":63,"searchDepth":64,"depth":64,"links":7816},[7817,7818,7819,7820],{"id":7783,"depth":64,"text":7784},{"id":7793,"depth":64,"text":7794},{"id":7803,"depth":64,"text":7804},{"id":7810,"depth":64,"text":7811},[],{"content_references":7823,"triage":7824},[],{"relevance":7755,"novelty":83,"quality":83,"actionability":83,"composite":7825,"reasoning":7826},4.35,"Category: AI & LLMs. The article discusses the integration of AI agents into enterprise systems, addressing practical applications and outcomes that resonate with the target audience's need for actionable insights. It provides specific examples of how these agents can optimize workflows and deliver significant business impacts, making it highly relevant and actionable.","\u002Fsummaries\u002F052a9b5db6e344e4-openai-frontier-powers-enterprise-ai-agents-summary","2026-04-16 03:05:56",{"title":7773,"description":63},{"loc":7827},"052a9b5db6e344e4","__oneoff__","https:\u002F\u002Fopenai.com\u002Fbusiness\u002Ffrontier\u002F","summaries\u002F052a9b5db6e344e4-openai-frontier-powers-enterprise-ai-agents-summary",[100,101,99],"OpenAI Frontier integrates AI agents into enterprise systems for production workflows, with built-in security, evaluation loops, and optimization to deliver billion-dollar impacts across industries.",[],"PBRmW4eILvv0xw9wyidnXyjaLBhtVSdT3tjsvDv3Zmw",{"id":7840,"title":7841,"ai":7842,"body":7847,"categories":7875,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":7876,"navigation":87,"path":7886,"published_at":7887,"question":71,"scraped_at":7887,"seo":7888,"sitemap":7889,"source_id":7890,"source_name":7891,"source_type":95,"source_url":7892,"stem":7893,"tags":7894,"thumbnail_url":71,"tldr":7896,"tweet":71,"unknown_tags":7897,"__hash__":7898},"summaries\u002Fsummaries\u002Fd22acfa5d0cc1d09-scaling-legal-expertise-with-agentic-ipo-workflows-summary.md","Scaling Legal Expertise with Agentic IPO Workflows",{"provider":7,"model":8,"input_tokens":7843,"output_tokens":7844,"processing_time_ms":7845,"cost_usd":7846},4869,497,2815,0.00196275,{"type":14,"value":7848,"toc":7870},[7849,7853,7856,7860,7863,7867],[17,7850,7852],{"id":7851},"automating-legal-synthesis-with-agentic-workflows","Automating Legal Synthesis with Agentic Workflows",[22,7854,7855],{},"Cooley has developed a proprietary product, GO Public, built on ChatGPT Work, to streamline the intensive preparation required for initial public offerings (IPOs). Rather than relying on traditional manual processes—where teams adapt precedents from comparable companies—the firm uses an agentic harness to synthesize client-provided data, public sources, and curated internal precedents. This system creates a tailored starting point for legal review, effectively baking the firm’s institutional knowledge into the AI’s workflow.",[17,7857,7859],{"id":7858},"shifting-human-effort-to-high-value-judgment","Shifting Human Effort to High-Value Judgment",[22,7861,7862],{},"The primary objective of GO Public is not merely speed, but \"speed to quality.\" By automating the initial synthesis of vast amounts of information, the firm redirects human effort toward substantive legal work. This allows lawyers and management teams to prioritize strategic decision-making, disclosure challenges, and complex problem-solving over the manual sorting of documentation. This shift is particularly critical for management teams, as it minimizes the time executives must divert from running their businesses to manage the administrative burden of an IPO.",[17,7864,7866],{"id":7865},"establishing-controlled-ai-governance","Establishing Controlled AI Governance",[22,7868,7869],{},"Cooley’s approach emphasizes a controlled workflow where the AI acts as a specialized agent within a defined harness. This architecture explicitly dictates which tasks the agents perform automatically and where human intervention is mandatory for validation. By partnering with OpenAI to combine legal subject-matter expertise with AI engineering, the firm ensures that the system maintains the professional rigor and accountability required for legally defensible outcomes. This model represents a broader shift in capital markets practice, where AI is used to augment professional judgment rather than replace it.",{"title":63,"searchDepth":64,"depth":64,"links":7871},[7872,7873,7874],{"id":7851,"depth":64,"text":7852},{"id":7858,"depth":64,"text":7859},{"id":7865,"depth":64,"text":7866},[70],{"content_references":7877,"triage":7884},[7878,7881],{"type":7741,"title":7879,"context":7880},"ChatGPT Work","recommended",{"type":7741,"title":7882,"context":7883},"GO Public","reviewed",{"relevance":83,"novelty":84,"quality":83,"actionability":84,"composite":85,"reasoning":7885},"Category: AI Automation. The article discusses the use of an agentic AI system to automate legal workflows, which directly relates to the audience's interest in AI-powered product development. It provides insights into how AI can enhance productivity in legal contexts, addressing the pain point of needing practical applications of AI. However, while it presents some new perspectives on legal automation, it lacks detailed actionable steps for implementation.","\u002Fsummaries\u002Fd22acfa5d0cc1d09-scaling-legal-expertise-with-agentic-ipo-workflows-summary","2026-09-18 03:12:04",{"title":7841,"description":63},{"loc":7886},"d22acfa5d0cc1d09","OpenAI News","https:\u002F\u002Fopenai.com\u002Findex\u002Fcooley-gopublic","summaries\u002Fd22acfa5d0cc1d09-scaling-legal-expertise-with-agentic-ipo-workflows-summary",[99,100,7895,101],"automation","Cooley law firm uses an agentic AI system, GO Public, to automate the synthesis of IPO documentation, allowing lawyers to shift focus from manual data processing to high-level strategic judgment.",[],"P3x2552Z5yIbuxr6oUPFDEWd72xpHPqLNFY7eNpWG5s",{"id":7900,"title":7901,"ai":7902,"body":7907,"categories":7953,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":7954,"navigation":87,"path":7964,"published_at":7965,"question":71,"scraped_at":7966,"seo":7967,"sitemap":7968,"source_id":7969,"source_name":94,"source_type":95,"source_url":7970,"stem":7971,"tags":7972,"thumbnail_url":71,"tldr":7974,"tweet":71,"unknown_tags":7975,"__hash__":7976},"summaries\u002Fsummaries\u002F0853b7237e632743-securing-the-ai-workforce-the-rise-of-non-human-id-summary.md","Securing the AI Workforce: The Rise of Non-Human Identity Management",{"provider":7,"model":8,"input_tokens":7903,"output_tokens":7904,"processing_time_ms":7905,"cost_usd":7906},4991,584,3594,0.00212375,{"type":14,"value":7908,"toc":7949},[7909,7913,7916,7919,7939,7943,7946],[17,7910,7912],{"id":7911},"the-security-gap-ai-agents-as-independent-actors","The Security Gap: AI Agents as Independent Actors",[22,7914,7915],{},"Enterprise security infrastructure was built for human employees, whose roles and permissions are relatively stable. AI agents, however, operate at machine speed, can change their capabilities at runtime, and may even spawn other agents. This creates a visibility crisis where enterprises struggle to track which systems and sensitive data these non-human entities can access.",[22,7917,7918],{},"Cymphony addresses this by creating a \"workforce graph\" that unifies identity, data, and activity signals. By treating identity and data security as a single, integrated problem, the platform allows security teams to:",[33,7920,7921,7927,7933],{},[36,7922,7923,7926],{},[39,7924,7925],{},"Gain visibility:"," Map access across both human and non-human identities.",[36,7928,7929,7932],{},[39,7930,7931],{},"Identify risks:"," Proactively find sensitive files exposed to AI tools (e.g., discovering 85,000 exposed files at one public company).",[36,7934,7935,7938],{},[39,7936,7937],{},"Automate remediation:"," Use AI agents to investigate incidents, prioritize threats, and automatically correct access permissions.",[17,7940,7942],{"id":7941},"strategic-positioning-and-market-challenges","Strategic Positioning and Market Challenges",[22,7944,7945],{},"While the market for AI agent security is becoming crowded with incumbents like Microsoft, Okta, and Wiz, Cymphony differentiates itself by focusing on the unique, dynamic nature of agent behavior. Rather than replacing foundational identity providers like Okta, Cymphony currently acts as a specialized layer that provides deeper context into how data is being accessed by autonomous systems.",[22,7947,7948],{},"As adoption grows, the startup aims to displace fragmented point solutions, particularly in data loss prevention (DLP). The company has already demonstrated strong early traction, reaching seven-figure annual recurring revenue within its first year of sales. The core challenge moving forward is proving that \"agent security\" is a standalone market category rather than a feature that will eventually be absorbed by larger, incumbent security platforms.",{"title":63,"searchDepth":64,"depth":64,"links":7950},[7951,7952],{"id":7911,"depth":64,"text":7912},{"id":7941,"depth":64,"text":7942},[70],{"content_references":7955,"triage":7962},[7956,7958,7960],{"type":7741,"title":7957,"context":7883},"Cymphony",{"type":7741,"title":7959,"context":79},"Anthropic Claude",{"type":7741,"title":7961,"context":79},"Hugging Face",{"relevance":83,"novelty":84,"quality":83,"actionability":84,"composite":85,"reasoning":7963},"Category: Business & SaaS. The article discusses the emerging need for identity management solutions tailored for AI agents, addressing a specific pain point in enterprise security. It provides insights into how Cymphony's approach can help organizations manage risks associated with non-human identities, making it relevant for product builders in the AI space.","\u002Fsummaries\u002F0853b7237e632743-securing-the-ai-workforce-the-rise-of-non-human-id-summary","2026-09-09 13:00:00","2026-09-10 03:12:18",{"title":7901,"description":63},{"loc":7964},"0853b7237e632743","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F09\u002F09\u002Fsequoia-doubles-down-on-cymphony-as-ai-agents-create-new-enterprise-security-risks\u002F","summaries\u002F0853b7237e632743-securing-the-ai-workforce-the-rise-of-non-human-id-summary",[99,100,101,7973],"cybersecurity","As AI agents gain autonomous access to enterprise systems, they create security gaps that traditional human-centric identity tools cannot manage. Cymphony is addressing this by mapping 'workforce graphs' to govern both human and non-human identities.",[7973],"hNuMnpOijhMD9gBbTquPUeCCLbUZdsQx2hTl9yE8OVs"]