[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-310f57a4b47f8cf6-anthropic-releases-opus-5-performance-and-privacy-summary":3,"summaries-facets-categories":84,"summary-related-310f57a4b47f8cf6-anthropic-releases-opus-5-performance-and-privacy-summary":6502},{"id":4,"title":5,"ai":6,"body":13,"categories":49,"created_at":51,"date_modified":51,"description":43,"extension":52,"faq":51,"featured":53,"kicker_label":51,"meta":54,"navigation":66,"path":67,"published_at":68,"question":51,"scraped_at":69,"seo":70,"sitemap":71,"source_id":72,"source_name":73,"source_type":74,"source_url":75,"stem":76,"tags":77,"thumbnail_url":51,"tldr":81,"tweet":51,"unknown_tags":82,"__hash__":83},"summaries\u002Fsummaries\u002F310f57a4b47f8cf6-anthropic-releases-opus-5-performance-and-privacy--summary.md","Anthropic Releases Opus 5: Performance and Privacy Trade-offs",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",5668,479,2587,0.0021355,{"type":14,"value":15,"toc":42},"minimark",[16,21,25,29,32,35,39],[17,18,20],"h2",{"id":19},"performance-and-practicality","Performance and Practicality",[22,23,24],"p",{},"Anthropic has released Opus 5, a new iteration of its flagship model that, despite being smaller than the Fable 5, demonstrates superior performance on key benchmarks. The model is designed for better iterative reasoning, specifically excelling at tasks like writing complex pipelines from incomplete prompts. Because it is both cheaper and less restrictive than Fable 5, it is positioned as the primary choice for most production-grade applications.",[17,26,28],{"id":27},"privacy-and-safety-architecture","Privacy and Safety Architecture",[22,30,31],{},"Opus 5 distinguishes itself from other models in the 5-series by operating outside of the 30-day data retention policy that currently applies to Fable and Mythos. This change addresses significant privacy concerns for enterprise users.",[22,33,34],{},"While safety guardrails remain in place, they are significantly less intrusive for Opus 5. Anthropic estimates that safety classifiers will trigger 85% less often compared to Fable 5. The model maintains specific restrictions on high-risk cybersecurity tasks—such as binary vulnerability scanning—while permitting source code analysis for defensive research.",[17,36,38],{"id":37},"reducing-guardrail-friction","Reducing Guardrail Friction",[22,40,41],{},"To improve developer experience, Anthropic is introducing \"Automatic Fallbacks\" as a beta feature for API users. This tool mitigates the disruption caused by safety filters by automatically routing requests to a less powerful model if the primary prompt triggers a safeguard. This ensures that developers receive a functional response rather than a hard error, maintaining workflow continuity even when specific tasks hit safety boundaries.",{"title":43,"searchDepth":44,"depth":44,"links":45},"",2,[46,47,48],{"id":19,"depth":44,"text":20},{"id":27,"depth":44,"text":28},{"id":37,"depth":44,"text":38},[50],"AI & LLMs",null,"md",false,{"content_references":55,"triage":61},[56],{"type":57,"title":58,"url":59,"context":60},"tool","Opus 5","https:\u002F\u002Fwww.anthropic.com\u002Fnews\u002Fclaude-opus-5","reviewed",{"relevance":62,"novelty":63,"quality":63,"actionability":63,"composite":64,"reasoning":65},5,4,4.35,"Category: AI & LLMs. The article provides in-depth insights into the new Opus 5 model, highlighting its performance advantages and practical applications for production use, which directly addresses the audience's need for actionable AI tooling. The introduction of 'Automatic Fallbacks' offers a concrete workflow improvement for developers, enhancing their experience with the model.",true,"\u002Fsummaries\u002F310f57a4b47f8cf6-anthropic-releases-opus-5-performance-and-privacy-summary","2026-07-24 17:00:00","2026-07-25 03:13:39",{"title":5,"description":43},{"loc":67},"310f57a4b47f8cf6","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F07\u002F24\u002Fanthropic-launches-opus-5\u002F","summaries\u002F310f57a4b47f8cf6-anthropic-releases-opus-5-performance-and-privacy--summary",[78,79,80],"llm","ai-tools","automation","Anthropic's new Opus 5 model outperforms the larger Fable 5 on benchmarks while offering fewer restrictive data policies and lower safety-classifier interference, making it a more practical choice for most production use cases.",[],"qfDdXc9XSSqYKdfNCgopo9B8rjC_bAfOy01i2OBlQ5k",[85,87,90,92,95,97,100,103,105,107,109,112,114,116,118,120,123,125,127,129,131,134,137,139,141,143,145,147,149,151,153,155,157,159,161,163,165,167,169,171,173,175,177,180,182,184,186,188,190,192,194,196,198,200,202,204,206,209,211,213,215,217,219,221,223,225,227,229,231,233,235,237,239,241,243,246,248,250,252,254,256,258,260,262,264,266,268,270,272,275,277,279,281,283,285,287,289,291,293,295,297,299,301,303,305,307,309,311,313,315,317,319,321,323,325,327,329,331,333,335,338,340,342,344,346,348,350,352,354,356,358,361,363,365,367,369,371,373,375,377,379,381,383,385,387,389,391,394,396,398,400,402,404,406,408,410,412,414,417,419,421,423,425,427,429,431,433,435,437,439,441,443,445,447,449,451,453,455,457,459,461,463,465,467,469,472,474,476,479,481,483,485,487,489,491,493,495,497,499,501,503,505,508,510,512,514,516,518,520,522,524,526,528,530,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,808,810,812,814,816,819,821,823,825,827,829,831,833,835,837,839,841,844,846,848,850,852,854,856,858,860,862,864,866,868,870,872,874,876,878,880,882,884,886,888,890,892,894,896,898,900,902,904,906,908,910,912,914,916,918,920,922,924,926,928,930,932,934,936,938,940,942,944,946,948,950,952,954,956,958,960,962,964,966,968,970,972,974,976,978,980,982,984,986,988,990,992,994,996,998,1000,1002,1004,1006,1008,1010,1012,1014,1016,1018,1020,1022,1024,1026,1028,1030,1032,1034,1036,1038,1040,1042,1044,1046,1048,1050,1052,1054,1056,1058,1060,1062,1064,1066,1068,1070,1072,1074,1076,1078,1080,1082,1084,1086,1088,1090,1092,1094,1096,1098,1100,1102,1104,1106,1108,1110,1112,1114,1116,1118,1120,1122,1124,1126,1128,1130,1132,1134,1136,1138,1140,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1334,1336,1338,1340,1342,1344,1346,1348,1350,1352,1354,1356,1358,1360,1362,1364,1366,1368,1370,1372,1374,1376,1378,1380,1382,1384,1386,1388,1390,1392,1394,1396,1398,1400,1402,1404,1406,1408,1410,1412,1414,1416,1418,1420,1422,1424,1426,1428,1430,1432,1434,1436,1438,1440,1442,1444,1446,1448,1450,1452,1454,1456,1458,1460,1462,1464,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1612,1614,1616,1618,1620,1622,1624,1626,1628,1630,1632,1634,1636,1638,1640,1642,1644,1646,1648,1650,1652,1654,1656,1658,1660,1662,1664,1666,1668,1670,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2074,2076,2078,2080,2082,2084,2086,2088,2090,2092,2094,2096,2098,2100,2102,2104,2106,2108,2110,2112,2114,2116,2118,2120,2122,2124,2126,2128,2130,2132,2134,2136,2138,2140,2142,2144,2146,2148,2150,2152,2154,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2270,2272,2274,2276,2278,2280,2282,2284,2286,2288,2290,2292,2294,2296,2298,2300,2302,2304,2306,2308,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2912,2914,2916,2918,2920,2922,2924,2926,2928,2930,2932,2934,2936,2938,2940,2942,2944,2946,2948,2950,2952,2954,2956,2958,2960,2962,2964,2966,2968,2970,2972,2974,2976,2978,2980,2982,2984,2986,2988,2990,2992,2994,2996,2998,3000,3002,3004,3006,3008,3010,3012,3014,3016,3018,3020,3022,3024,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4214,4216,4218,4220,4222,4224,4226,4228,4230,4232,4234,4236,4238,4240,4242,4244,4246,4248,4250,4252,4254,4256,4258,4260,4262,4264,4266,4268,4270,4272,4274,4276,4278,4280,4282,4284,4286,4288,4290,4292,4294,4296,4298,4300,4302,4304,4306,4308,4310,4312,4314,4316,4318,4320,4322,4324,4326,4328,4330,4332,4334,4336,4338,4340,4342,4344,4346,4348,4350,4352,4354,4356,4358,4360,4362,4364,4366,4368,4370,4372,4374,4376,4378,4380,4382,4384,4386,4388,4390,4392,4394,4396,4398,4400,4402,4404,4406,4408,4410,4412,4414,4416,4418,4420,4422,4424,4426,4428,4430,4432,4434,4436,4438,4440,4442,4444,4446,4448,4450,4452,4454,4456,4458,4460,4462,4464,4466,4468,4470,4472,4474,4476,4478,4480,4482,4484,4486,4488,4490,4492,4494,4496,4498,4500,4502,4504,4506,4508,4510,4512,4514,4516,4518,4520,4522,4524,4526,4528,4530,4532,4534,4536,4538,4540,4542,4544,4546,4548,4550,4552,4554,4556,4558,4560,4562,4564,4566,4568,4570,4572,4574,4576,4578,4580,4582,4584,4586,4588,4590,4592,4594,4596,4598,4600,4602,4604,4606,4608,4610,4612,4614,4616,4618,4620,4622,4624,4626,4628,4630,4632,4634,4636,4638,4640,4642,4644,4646,4648,4650,4652,4654,4656,4658,4660,4662,4664,4666,4668,4670,4672,4674,4676,4678,4680,4682,4684,4686,4688,4690,4692,4694,4696,4698,4700,4702,4704,4706,4708,4710,4712,4714,4716,4718,4720,4722,4724,4726,4728,4730,4732,4734,4736,4738,4740,4742,4744,4746,4748,4750,4752,4754,4756,4758,4760,4762,4764,4766,4768,4770,4772,4774,4776,4778,4780,4782,4784,4786,4788,4790,4792,4794,4796,4798,4800,4802,4804,4806,4808,4810,4812,4814,4816,4818,4820,4822,4824,4826,4828,4830,4832,4834,4836,4838,4840,4842,4844,4846,4848,4850,4852,4854,4856,4858,4860,4862,4864,4866,4868,4870,4872,4874,4876,4878,4880,4882,4884,4886,4888,4890,4892,4894,4896,4898,4900,4902,4904,4906,4908,4910,4912,4914,4916,4918,4920,4922,4924,4926,4928,4930,4932,4934,4936,4938,4940,4942,4944,4946,4948,4950,4952,4954,4956,4958,4960,4962,4964,4966,4968,4970,4972,4974,4976,4978,4980,4982,4984,4986,4988,4990,4992,4994,4996,4998,5000,5002,5004,5006,5008,5011,5013,5015,5017,5019,5021,5023,5025,5027,5029,5031,5033,5035,5037,5039,5041,5043,5045,5047,5049,5051,5053,5055,5057,5059,5061,5063,5065,5067,5069,5071,5073,5075,5077,5079,5081,5083,5085,5087,5089,5091,5093,5095,5097,5099,5101,5103,5105,5107,5109,5111,5113,5115,5117,5119,5121,5123,5125,5127,5129,5131,5133,5135,5137,5139,5141,5143,5145,5147,5149,5151,5153,5155,5157,5159,5161,5163,5165,5167,5169,5171,5173,5175,5177,5179,5181,5183,5185,5187,5189,5191,5193,5195,5197,5199,5202,5204,5206,5208,5210,5212,5214,5216,5218,5220,5222,5224,5226,5228,5230,5232,5234,5236,5238,5240,5242,5244,5246,5248,5250,5252,5254,5256,5258,5260,5262,5264,5266,5268,5270,5272,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302,5304,5306,5308,5310,5312,5314,5316,5318,5320,5322,5324,5326,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346,5348,5350,5352,5354,5356,5358,5360,5362,5364,5366,5368,5370,5372,5374,5376,5378,5380,5382,5384,5386,5388,5390,5392,5394,5396,5398,5400,5402,5404,5406,5408,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5454,5456,5458,5460,5462,5464,5466,5468,5470,5472,5474,5476,5478,5480,5482,5484,5486,5488,5490,5492,5494,5496,5498,5500,5502,5504,5506,5508,5510,5512,5514,5516,5518,5520,5522,5524,5526,5528,5530,5532,5534,5536,5538,5540,5542,5544,5546,5548,5550,5552,5554,5556,5558,5560,5562,5564,5566,5568,5570,5572,5574,5576,5578,5580,5582,5584,5586,5588,5590,5592,5594,5596,5598,5600,5602,5604,5606,5608,5610,5612,5614,5616,5618,5620,5622,5624,5626,5628,5630,5632,5634,5636,5638,5640,5642,5644,5646,5648,5650,5652,5654,5656,5658,5660,5662,5664,5666,5668,5670,5672,5674,5676,5678,5680,5682,5684,5686,5688,5690,5692,5694,5696,5698,5700,5702,5704,5706,5708,5710,5712,5714,5716,5718,5720,5722,5724,5726,5728,5730,5732,5734,5736,5738,5740,5742,5744,5746,5748,5750,5752,5754,5756,5758,5760,5762,5764,5766,5768,5770,5772,5774,5776,5778,5780,5782,5784,5786,5788,5790,5792,5794,5796,5798,5800,5802,5804,5806,5808,5810,5812,5814,5816,5818,5820,5822,5824,5826,5828,5830,5832,5834,5836,5838,5840,5842,5844,5846,5848,5850,5852,5854,5856,5858,5860,5862,5864,5866,5868,5870,5872,5874,5876,5878,5880,5882,5884,5886,5888,5890,5892,5894,5896,5898,5900,5902,5904,5906,5908,5910,5912,5914,5916,5918,5920,5922,5924,5926,5928,5930,5932,5934,5936,5938,5940,5942,5944,5946,5948,5950,5952,5954,5956,5958,5960,5962,5964,5966,5968,5970,5972,5974,5976,5978,5980,5982,5984,5986,5988,5990,5992,5994,5996,5998,6000,6002,6004,6006,6008,6010,6012,6014,6016,6018,6020,6022,6024,6026,6028,6030,6032,6034,6036,6038,6040,6042,6044,6046,6048,6050,6052,6054,6056,6058,6060,6062,6064,6066,6068,6070,6072,6074,6076,6078,6080,6082,6084,6086,6088,6090,6092,6094,6096,6098,6100,6102,6104,6106,6108,6110,6112,6114,6116,6118,6120,6122,6124,6126,6128,6130,6132,6134,6136,6138,6140,6142,6144,6146,6148,6150,6152,6154,6156,6158,6160,6162,6164,6166,6168,6170,6172,6174,6176,6178,6180,6182,6184,6186,6188,6190,6192,6194,6196,6198,6200,6202,6204,6206,6208,6210,6212,6214,6216,6218,6220,6222,6224,6226,6228,6230,6232,6234,6236,6238,6240,6242,6244,6246,6248,6250,6252,6254,6256,6258,6260,6262,6264,6266,6268,6270,6272,6274,6276,6278,6280,6282,6284,6286,6288,6290,6292,6294,6296,6298,6300,6302,6304,6306,6308,6310,6312,6314,6316,6318,6320,6322,6324,6326,6328,6330,6332,6334,6336,6338,6340,6342,6344,6346,6348,6350,6352,6354,6356,6358,6360,6362,6364,6366,6368,6370,6372,6374,6376,6378,6380,6382,6384,6386,6388,6390,6392,6394,6396,6398,6400,6402,6404,6406,6408,6410,6412,6414,6416,6418,6420,6422,6424,6426,6428,6430,6432,6434,6436,6438,6440,6442,6444,6446,6448,6450,6452,6454,6456,6458,6460,6462,6464,6466,6468,6470,6472,6474,6476,6478,6480,6482,6484,6486,6488,6490,6492,6494,6496,6498,6500],{"categories":86},[50],{"categories":88},[89],"Developer Productivity",{"categories":91},[50],{"categories":93},[94],"Business & SaaS",{"categories":96},[50],{"categories":98},[99],"AI Automation",{"categories":101},[102],"Product Strategy",{"categories":104},[50],{"categories":106},[89],{"categories":108},[99],{"categories":110},[111],"Software Engineering",{"categories":113},[50],{"categories":115},[94],{"categories":117},[],{"categories":119},[50],{"categories":121},[122],"Inference & Serving",{"categories":124},[50],{"categories":126},[50],{"categories":128},[99],{"categories":130},[],{"categories":132},[133],"AI News & Trends",{"categories":135},[136],"Data Science & Visualization",{"categories":138},[99],{"categories":140},[50],{"categories":142},[50],{"categories":144},[94],{"categories":146},[89],{"categories":148},[50],{"categories":150},[99],{"categories":152},[133],{"categories":154},[99],{"categories":156},[99],{"categories":158},[50],{"categories":160},[99],{"categories":162},[50],{"categories":164},[50],{"categories":166},[50],{"categories":168},[133],{"categories":170},[50],{"categories":172},[50],{"categories":174},[50],{"categories":176},[],{"categories":178},[179],"Design & Frontend",{"categories":181},[136],{"categories":183},[133],{"categories":185},[50],{"categories":187},[50],{"categories":189},[50],{"categories":191},[],{"categories":193},[50],{"categories":195},[50],{"categories":197},[99],{"categories":199},[111],{"categories":201},[50],{"categories":203},[99],{"categories":205},[50],{"categories":207},[208],"Marketing & Growth",{"categories":210},[179],{"categories":212},[50],{"categories":214},[99],{"categories":216},[50],{"categories":218},[111],{"categories":220},[],{"categories":222},[],{"categories":224},[179],{"categories":226},[50],{"categories":228},[99],{"categories":230},[89],{"categories":232},[111],{"categories":234},[99],{"categories":236},[179],{"categories":238},[102],{"categories":240},[50],{"categories":242},[111],{"categories":244},[245],"DevOps & Cloud",{"categories":247},[99],{"categories":249},[102],{"categories":251},[133],{"categories":253},[50],{"categories":255},[],{"categories":257},[50],{"categories":259},[50],{"categories":261},[],{"categories":263},[99],{"categories":265},[111],{"categories":267},[],{"categories":269},[111],{"categories":271},[50],{"categories":273},[274],"Governance & Standards",{"categories":276},[94],{"categories":278},[],{"categories":280},[],{"categories":282},[50],{"categories":284},[50],{"categories":286},[99],{"categories":288},[50],{"categories":290},[50],{"categories":292},[99],{"categories":294},[50],{"categories":296},[50],{"categories":298},[50],{"categories":300},[],{"categories":302},[111],{"categories":304},[],{"categories":306},[],{"categories":308},[50],{"categories":310},[111],{"categories":312},[],{"categories":314},[111],{"categories":316},[50],{"categories":318},[50],{"categories":320},[208],{"categories":322},[50],{"categories":324},[50],{"categories":326},[179],{"categories":328},[179],{"categories":330},[50],{"categories":332},[111],{"categories":334},[99],{"categories":336},[337],"GovTech & Public-Sector Adoption",{"categories":339},[111],{"categories":341},[50],{"categories":343},[50],{"categories":345},[50],{"categories":347},[99],{"categories":349},[99],{"categories":351},[136],{"categories":353},[50],{"categories":355},[133],{"categories":357},[99],{"categories":359},[360],"Legal AI Tools",{"categories":362},[50],{"categories":364},[99],{"categories":366},[50],{"categories":368},[208],{"categories":370},[99],{"categories":372},[102],{"categories":374},[50],{"categories":376},[111],{"categories":378},[337],{"categories":380},[],{"categories":382},[99],{"categories":384},[],{"categories":386},[94],{"categories":388},[99],{"categories":390},[99],{"categories":392},[393],"RAG & Retrieval",{"categories":395},[94],{"categories":397},[50],{"categories":399},[111],{"categories":401},[111],{"categories":403},[245],{"categories":405},[179],{"categories":407},[99],{"categories":409},[50],{"categories":411},[50],{"categories":413},[],{"categories":415},[416],"Agents & Orchestration",{"categories":418},[111],{"categories":420},[50],{"categories":422},[],{"categories":424},[99],{"categories":426},[94],{"categories":428},[],{"categories":430},[50],{"categories":432},[],{"categories":434},[50],{"categories":436},[89],{"categories":438},[111],{"categories":440},[94],{"categories":442},[50],{"categories":444},[99],{"categories":446},[50],{"categories":448},[133],{"categories":450},[50],{"categories":452},[],{"categories":454},[50],{"categories":456},[],{"categories":458},[111],{"categories":460},[50],{"categories":462},[136],{"categories":464},[],{"categories":466},[50],{"categories":468},[179],{"categories":470},[471],"Models & Frontier Labs",{"categories":473},[],{"categories":475},[179],{"categories":477},[478],"Regulation & Governance of AI",{"categories":480},[99],{"categories":482},[],{"categories":484},[50],{"categories":486},[50],{"categories":488},[99],{"categories":490},[133],{"categories":492},[94],{"categories":494},[50],{"categories":496},[],{"categories":498},[111],{"categories":500},[99],{"categories":502},[50],{"categories":504},[102],{"categories":506},[507],"AI Policy & Regulation",{"categories":509},[],{"categories":511},[50],{"categories":513},[99],{"categories":515},[102],{"categories":517},[99],{"categories":519},[50],{"categories":521},[50],{"categories":523},[50],{"categories":525},[99],{"categories":527},[],{"categories":529},[136],{"categories":531},[532],"Evals & Reliability",{"categories":534},[50],{"categories":536},[50],{"categories":538},[],{"categories":540},[89],{"categories":542},[337],{"categories":544},[507],{"categories":546},[50],{"categories":548},[94],{"categories":550},[50],{"categories":552},[99],{"categories":554},[50],{"categories":556},[99],{"categories":558},[416],{"categories":560},[50],{"categories":562},[111],{"categories":564},[50],{"categories":566},[],{"categories":568},[],{"categories":570},[50],{"categories":572},[337],{"categories":574},[50],{"categories":576},[50],{"categories":578},[50],{"categories":580},[],{"categories":582},[179],{"categories":584},[],{"categories":586},[50],{"categories":588},[],{"categories":590},[99],{"categories":592},[50],{"categories":594},[179],{"categories":596},[],{"categories":598},[50],{"categories":600},[50],{"categories":602},[136],{"categories":604},[99],{"categories":606},[50],{"categories":608},[94],{"categories":610},[99],{"categories":612},[50],{"categories":614},[50],{"categories":616},[111],{"categories":618},[179],{"categories":620},[50],{"categories":622},[99],{"categories":624},[],{"categories":626},[111],{"categories":628},[99],{"categories":630},[136],{"categories":632},[],{"categories":634},[50],{"categories":636},[133],{"categories":638},[50],{"categories":640},[],{"categories":642},[50],{"categories":644},[50],{"categories":646},[50],{"categories":648},[94,208],{"categories":650},[],{"categories":652},[50],{"categories":654},[50],{"categories":656},[99],{"categories":658},[50],{"categories":660},[],{"categories":662},[],{"categories":664},[50],{"categories":666},[179],{"categories":668},[50],{"categories":670},[],{"categories":672},[50],{"categories":674},[245],{"categories":676},[],{"categories":678},[99],{"categories":680},[133],{"categories":682},[50],{"categories":684},[50],{"categories":686},[179],{"categories":688},[],{"categories":690},[133],{"categories":692},[50],{"categories":694},[122],{"categories":696},[50],{"categories":698},[50],{"categories":700},[99],{"categories":702},[133],{"categories":704},[471],{"categories":706},[50],{"categories":708},[208],{"categories":710},[],{"categories":712},[99],{"categories":714},[94],{"categories":716},[111],{"categories":718},[50],{"categories":720},[99],{"categories":722},[],{"categories":724},[50,245],{"categories":726},[50],{"categories":728},[50],{"categories":730},[50],{"categories":732},[99],{"categories":734},[50,111],{"categories":736},[136],{"categories":738},[50],{"categories":740},[50],{"categories":742},[111],{"categories":744},[50],{"categories":746},[99],{"categories":748},[507],{"categories":750},[208],{"categories":752},[50],{"categories":754},[99],{"categories":756},[50],{"categories":758},[50],{"categories":760},[99],{"categories":762},[],{"categories":764},[99],{"categories":766},[50],{"categories":768},[50],{"categories":770},[99],{"categories":772},[50],{"categories":774},[50,94],{"categories":776},[50],{"categories":778},[94],{"categories":780},[],{"categories":782},[179],{"categories":784},[179],{"categories":786},[50],{"categories":788},[],{"categories":790},[],{"categories":792},[50],{"categories":794},[133],{"categories":796},[],{"categories":798},[89],{"categories":800},[50],{"categories":802},[111],{"categories":804},[50],{"categories":806},[807],"Generative UI & Design-to-Code",{"categories":809},[50],{"categories":811},[50],{"categories":813},[179],{"categories":815},[50],{"categories":817},[818],"Algorithmic Accountability",{"categories":820},[99],{"categories":822},[111],{"categories":824},[133],{"categories":826},[179],{"categories":828},[50],{"categories":830},[],{"categories":832},[102],{"categories":834},[50],{"categories":836},[50],{"categories":838},[50],{"categories":840},[99],{"categories":842},[843],"MLOps & Infrastructure",{"categories":845},[50],{"categories":847},[50],{"categories":849},[50],{"categories":851},[50],{"categories":853},[50],{"categories":855},[133],{"categories":857},[102],{"categories":859},[89],{"categories":861},[50],{"categories":863},[99],{"categories":865},[245],{"categories":867},[50],{"categories":869},[94],{"categories":871},[50],{"categories":873},[179],{"categories":875},[50],{"categories":877},[50],{"categories":879},[99],{"categories":881},[],{"categories":883},[],{"categories":885},[50],{"categories":887},[122],{"categories":889},[179],{"categories":891},[133],{"categories":893},[136],{"categories":895},[],{"categories":897},[50],{"categories":899},[50],{"categories":901},[94],{"categories":903},[99],{"categories":905},[50],{"categories":907},[50],{"categories":909},[50],{"categories":911},[50],{"categories":913},[133],{"categories":915},[122],{"categories":917},[50],{"categories":919},[179],{"categories":921},[50],{"categories":923},[],{"categories":925},[99],{"categories":927},[111],{"categories":929},[],{"categories":931},[50],{"categories":933},[50],{"categories":935},[99],{"categories":937},[111],{"categories":939},[50],{"categories":941},[136],{"categories":943},[],{"categories":945},[50],{"categories":947},[],{"categories":949},[50],{"categories":951},[],{"categories":953},[102],{"categories":955},[94],{"categories":957},[99],{"categories":959},[99],{"categories":961},[],{"categories":963},[89],{"categories":965},[50],{"categories":967},[50],{"categories":969},[94],{"categories":971},[133],{"categories":973},[89],{"categories":975},[],{"categories":977},[50],{"categories":979},[],{"categories":981},[],{"categories":983},[133],{"categories":985},[133],{"categories":987},[],{"categories":989},[416],{"categories":991},[50],{"categories":993},[179],{"categories":995},[111],{"categories":997},[],{"categories":999},[360],{"categories":1001},[99],{"categories":1003},[94],{"categories":1005},[],{"categories":1007},[],{"categories":1009},[89],{"categories":1011},[136],{"categories":1013},[],{"categories":1015},[208],{"categories":1017},[99],{"categories":1019},[94],{"categories":1021},[99],{"categories":1023},[94],{"categories":1025},[50],{"categories":1027},[111],{"categories":1029},[],{"categories":1031},[122],{"categories":1033},[102],{"categories":1035},[50],{"categories":1037},[179],{"categories":1039},[111],{"categories":1041},[94],{"categories":1043},[50],{"categories":1045},[99],{"categories":1047},[94],{"categories":1049},[50],{"categories":1051},[50],{"categories":1053},[50],{"categories":1055},[50],{"categories":1057},[50],{"categories":1059},[],{"categories":1061},[],{"categories":1063},[111],{"categories":1065},[136],{"categories":1067},[102],{"categories":1069},[50],{"categories":1071},[99],{"categories":1073},[111],{"categories":1075},[50],{"categories":1077},[],{"categories":1079},[133],{"categories":1081},[102],{"categories":1083},[111],{"categories":1085},[50],{"categories":1087},[532],{"categories":1089},[245],{"categories":1091},[],{"categories":1093},[99],{"categories":1095},[50],{"categories":1097},[],{"categories":1099},[89],{"categories":1101},[],{"categories":1103},[50],{"categories":1105},[50],{"categories":1107},[50],{"categories":1109},[179],{"categories":1111},[208],{"categories":1113},[50],{"categories":1115},[111],{"categories":1117},[50],{"categories":1119},[99],{"categories":1121},[],{"categories":1123},[111],{"categories":1125},[50],{"categories":1127},[89],{"categories":1129},[],{"categories":1131},[94],{"categories":1133},[50],{"categories":1135},[133],{"categories":1137},[50,245],{"categories":1139},[50],{"categories":1141},[1142],"Design Systems for AI",{"categories":1144},[50],{"categories":1146},[50],{"categories":1148},[133],{"categories":1150},[50],{"categories":1152},[50],{"categories":1154},[50],{"categories":1156},[94],{"categories":1158},[50],{"categories":1160},[50],{"categories":1162},[50],{"categories":1164},[],{"categories":1166},[50],{"categories":1168},[50],{"categories":1170},[94],{"categories":1172},[50],{"categories":1174},[],{"categories":1176},[99],{"categories":1178},[111],{"categories":1180},[133],{"categories":1182},[111],{"categories":1184},[50],{"categories":1186},[179],{"categories":1188},[133],{"categories":1190},[136],{"categories":1192},[50],{"categories":1194},[50],{"categories":1196},[99],{"categories":1198},[89],{"categories":1200},[507],{"categories":1202},[50],{"categories":1204},[99],{"categories":1206},[50],{"categories":1208},[111],{"categories":1210},[111],{"categories":1212},[],{"categories":1214},[],{"categories":1216},[99],{"categories":1218},[102],{"categories":1220},[],{"categories":1222},[94],{"categories":1224},[50],{"categories":1226},[],{"categories":1228},[179],{"categories":1230},[99],{"categories":1232},[111],{"categories":1234},[179],{"categories":1236},[50],{"categories":1238},[50],{"categories":1240},[179],{"categories":1242},[],{"categories":1244},[],{"categories":1246},[133],{"categories":1248},[99],{"categories":1250},[99],{"categories":1252},[50],{"categories":1254},[50],{"categories":1256},[50],{"categories":1258},[50],{"categories":1260},[94],{"categories":1262},[50],{"categories":1264},[50],{"categories":1266},[],{"categories":1268},[111],{"categories":1270},[111],{"categories":1272},[50],{"categories":1274},[111],{"categories":1276},[94],{"categories":1278},[],{"categories":1280},[50],{"categories":1282},[50],{"categories":1284},[50],{"categories":1286},[50],{"categories":1288},[50],{"categories":1290},[99],{"categories":1292},[89],{"categories":1294},[94],{"categories":1296},[50],{"categories":1298},[99],{"categories":1300},[133],{"categories":1302},[99],{"categories":1304},[122],{"categories":1306},[208],{"categories":1308},[50],{"categories":1310},[99],{"categories":1312},[50],{"categories":1314},[50],{"categories":1316},[],{"categories":1318},[179],{"categories":1320},[],{"categories":1322},[50],{"categories":1324},[50],{"categories":1326},[],{"categories":1328},[111],{"categories":1330},[94],{"categories":1332},[1333],"Visual & Generative Media",{"categories":1335},[99],{"categories":1337},[],{"categories":1339},[50],{"categories":1341},[50],{"categories":1343},[111],{"categories":1345},[245],{"categories":1347},[136],{"categories":1349},[507],{"categories":1351},[111],{"categories":1353},[208],{"categories":1355},[50],{"categories":1357},[179],{"categories":1359},[50],{"categories":1361},[50],{"categories":1363},[111],{"categories":1365},[99],{"categories":1367},[50],{"categories":1369},[],{"categories":1371},[],{"categories":1373},[99],{"categories":1375},[111],{"categories":1377},[89],{"categories":1379},[99],{"categories":1381},[471],{"categories":1383},[50],{"categories":1385},[102],{"categories":1387},[50],{"categories":1389},[94],{"categories":1391},[],{"categories":1393},[50],{"categories":1395},[102],{"categories":1397},[50],{"categories":1399},[50],{"categories":1401},[50],{"categories":1403},[102],{"categories":1405},[50],{"categories":1407},[50],{"categories":1409},[208],{"categories":1411},[50],{"categories":1413},[416],{"categories":1415},[50],{"categories":1417},[99],{"categories":1419},[50],{"categories":1421},[50],{"categories":1423},[50],{"categories":1425},[50],{"categories":1427},[179],{"categories":1429},[99],{"categories":1431},[],{"categories":1433},[99],{"categories":1435},[],{"categories":1437},[245],{"categories":1439},[111],{"categories":1441},[],{"categories":1443},[471],{"categories":1445},[50],{"categories":1447},[99],{"categories":1449},[50],{"categories":1451},[179,50],{"categories":1453},[89],{"categories":1455},[50],{"categories":1457},[179],{"categories":1459},[],{"categories":1461},[50],{"categories":1463},[89],{"categories":1465},[1466],"Medical Imaging & Radiology",{"categories":1468},[50],{"categories":1470},[179],{"categories":1472},[99],{"categories":1474},[111],{"categories":1476},[],{"categories":1478},[50],{"categories":1480},[50],{"categories":1482},[50],{"categories":1484},[],{"categories":1486},[],{"categories":1488},[50],{"categories":1490},[416],{"categories":1492},[50],{"categories":1494},[89],{"categories":1496},[50],{"categories":1498},[50],{"categories":1500},[],{"categories":1502},[99],{"categories":1504},[50],{"categories":1506},[102],{"categories":1508},[111],{"categories":1510},[50],{"categories":1512},[416],{"categories":1514},[50],{"categories":1516},[99],{"categories":1518},[50],{"categories":1520},[50],{"categories":1522},[50],{"categories":1524},[179],{"categories":1526},[99],{"categories":1528},[245],{"categories":1530},[179],{"categories":1532},[94],{"categories":1534},[99],{"categories":1536},[133],{"categories":1538},[50],{"categories":1540},[50],{"categories":1542},[102],{"categories":1544},[50],{"categories":1546},[50],{"categories":1548},[50],{"categories":1550},[99],{"categories":1552},[111],{"categories":1554},[111],{"categories":1556},[50],{"categories":1558},[102],{"categories":1560},[],{"categories":1562},[133],{"categories":1564},[],{"categories":1566},[102],{"categories":1568},[99],{"categories":1570},[50],{"categories":1572},[99],{"categories":1574},[1142],{"categories":1576},[1142],{"categories":1578},[179],{"categories":1580},[50],{"categories":1582},[50],{"categories":1584},[99],{"categories":1586},[111],{"categories":1588},[179],{"categories":1590},[99],{"categories":1592},[133],{"categories":1594},[],{"categories":1596},[50],{"categories":1598},[],{"categories":1600},[50],{"categories":1602},[50],{"categories":1604},[50],{"categories":1606},[50],{"categories":1608},[99],{"categories":1610},[1611],"Contract Review & E-Discovery",{"categories":1613},[50],{"categories":1615},[179],{"categories":1617},[50],{"categories":1619},[89],{"categories":1621},[50],{"categories":1623},[133],{"categories":1625},[50],{"categories":1627},[50],{"categories":1629},[208],{"categories":1631},[111],{"categories":1633},[50],{"categories":1635},[50],{"categories":1637},[99],{"categories":1639},[99],{"categories":1641},[818],{"categories":1643},[50],{"categories":1645},[50],{"categories":1647},[99],{"categories":1649},[99],{"categories":1651},[50],{"categories":1653},[50],{"categories":1655},[99],{"categories":1657},[50],{"categories":1659},[50],{"categories":1661},[416],{"categories":1663},[393],{"categories":1665},[50],{"categories":1667},[99],{"categories":1669},[50],{"categories":1671},[1672],"Law-Firm Practice & Adoption",{"categories":1674},[50],{"categories":1676},[99],{"categories":1678},[179],{"categories":1680},[50],{"categories":1682},[50],{"categories":1684},[50],{"categories":1686},[],{"categories":1688},[],{"categories":1690},[111],{"categories":1692},[50],{"categories":1694},[],{"categories":1696},[99],{"categories":1698},[89],{"categories":1700},[245],{"categories":1702},[50],{"categories":1704},[],{"categories":1706},[89],{"categories":1708},[94],{"categories":1710},[50],{"categories":1712},[208],{"categories":1714},[],{"categories":1716},[94],{"categories":1718},[94],{"categories":1720},[],{"categories":1722},[50],{"categories":1724},[102],{"categories":1726},[50],{"categories":1728},[111],{"categories":1730},[],{"categories":1732},[],{"categories":1734},[],{"categories":1736},[],{"categories":1738},[50],{"categories":1740},[99],{"categories":1742},[245],{"categories":1744},[50],{"categories":1746},[89],{"categories":1748},[111],{"categories":1750},[50],{"categories":1752},[50],{"categories":1754},[111],{"categories":1756},[102],{"categories":1758},[50],{"categories":1760},[50],{"categories":1762},[50],{"categories":1764},[843],{"categories":1766},[50],{"categories":1768},[50],{"categories":1770},[208],{"categories":1772},[111],{"categories":1774},[94],{"categories":1776},[50],{"categories":1778},[50],{"categories":1780},[179],{"categories":1782},[50],{"categories":1784},[50],{"categories":1786},[50],{"categories":1788},[50],{"categories":1790},[99],{"categories":1792},[50,89],{"categories":1794},[416],{"categories":1796},[50],{"categories":1798},[50],{"categories":1800},[111],{"categories":1802},[111],{"categories":1804},[179],{"categories":1806},[99],{"categories":1808},[111],{"categories":1810},[50],{"categories":1812},[50],{"categories":1814},[],{"categories":1816},[],{"categories":1818},[50],{"categories":1820},[99],{"categories":1822},[],{"categories":1824},[50],{"categories":1826},[111],{"categories":1828},[136],{"categories":1830},[133],{"categories":1832},[179],{"categories":1834},[50],{"categories":1836},[50],{"categories":1838},[111],{"categories":1840},[],{"categories":1842},[99],{"categories":1844},[50],{"categories":1846},[50],{"categories":1848},[50],{"categories":1850},[50],{"categories":1852},[],{"categories":1854},[99],{"categories":1856},[50],{"categories":1858},[50],{"categories":1860},[],{"categories":1862},[99],{"categories":1864},[50],{"categories":1866},[50],{"categories":1868},[94],{"categories":1870},[50],{"categories":1872},[50],{"categories":1874},[],{"categories":1876},[89],{"categories":1878},[50],{"categories":1880},[50],{"categories":1882},[179],{"categories":1884},[111],{"categories":1886},[50],{"categories":1888},[89],{"categories":1890},[50],{"categories":1892},[111],{"categories":1894},[208],{"categories":1896},[99],{"categories":1898},[99],{"categories":1900},[50],{"categories":1902},[50],{"categories":1904},[50,179],{"categories":1906},[50],{"categories":1908},[99],{"categories":1910},[133],{"categories":1912},[50],{"categories":1914},[133],{"categories":1916},[99],{"categories":1918},[179],{"categories":1920},[50],{"categories":1922},[],{"categories":1924},[111],{"categories":1926},[245],{"categories":1928},[179],{"categories":1930},[111],{"categories":1932},[50],{"categories":1934},[102],{"categories":1936},[50],{"categories":1938},[50],{"categories":1940},[99],{"categories":1942},[],{"categories":1944},[],{"categories":1946},[50],{"categories":1948},[],{"categories":1950},[],{"categories":1952},[102],{"categories":1954},[111],{"categories":1956},[50],{"categories":1958},[99],{"categories":1960},[99],{"categories":1962},[94],{"categories":1964},[99],{"categories":1966},[245],{"categories":1968},[50],{"categories":1970},[50],{"categories":1972},[50],{"categories":1974},[122],{"categories":1976},[50],{"categories":1978},[50],{"categories":1980},[111],{"categories":1982},[99],{"categories":1984},[50],{"categories":1986},[50],{"categories":1988},[360],{"categories":1990},[818],{"categories":1992},[],{"categories":1994},[179],{"categories":1996},[1672],{"categories":1998},[111],{"categories":2000},[],{"categories":2002},[],{"categories":2004},[99],{"categories":2006},[],{"categories":2008},[],{"categories":2010},[50],{"categories":2012},[208],{"categories":2014},[50],{"categories":2016},[208],{"categories":2018},[99],{"categories":2020},[50],{"categories":2022},[111],{"categories":2024},[102],{"categories":2026},[],{"categories":2028},[50],{"categories":2030},[50],{"categories":2032},[111],{"categories":2034},[1611],{"categories":2036},[179],{"categories":2038},[179],{"categories":2040},[50],{"categories":2042},[99],{"categories":2044},[89],{"categories":2046},[50],{"categories":2048},[50],{"categories":2050},[50],{"categories":2052},[179],{"categories":2054},[179],{"categories":2056},[99],{"categories":2058},[99],{"categories":2060},[99],{"categories":2062},[50],{"categories":2064},[50],{"categories":2066},[],{"categories":2068},[50],{"categories":2070},[],{"categories":2072},[2073],"Interaction & Product Design",{"categories":2075},[50],{"categories":2077},[99],{"categories":2079},[111],{"categories":2081},[274],{"categories":2083},[133],{"categories":2085},[111],{"categories":2087},[50],{"categories":2089},[50],{"categories":2091},[111],{"categories":2093},[89],{"categories":2095},[99],{"categories":2097},[50],{"categories":2099},[],{"categories":2101},[99],{"categories":2103},[99],{"categories":2105},[],{"categories":2107},[111],{"categories":2109},[50],{"categories":2111},[89],{"categories":2113},[2073],{"categories":2115},[50],{"categories":2117},[89],{"categories":2119},[89],{"categories":2121},[],{"categories":2123},[99],{"categories":2125},[111],{"categories":2127},[],{"categories":2129},[99],{"categories":2131},[133],{"categories":2133},[50],{"categories":2135},[99],{"categories":2137},[50],{"categories":2139},[99],{"categories":2141},[50],{"categories":2143},[50],{"categories":2145},[133],{"categories":2147},[136],{"categories":2149},[50],{"categories":2151},[102],{"categories":2153},[111],{"categories":2155},[2156],"Coding Agents & Dev Productivity",{"categories":2158},[133],{"categories":2160},[179],{"categories":2162},[50],{"categories":2164},[50],{"categories":2166},[],{"categories":2168},[50],{"categories":2170},[818],{"categories":2172},[],{"categories":2174},[50],{"categories":2176},[245],{"categories":2178},[50],{"categories":2180},[133],{"categories":2182},[],{"categories":2184},[],{"categories":2186},[50],{"categories":2188},[],{"categories":2190},[99],{"categories":2192},[50],{"categories":2194},[],{"categories":2196},[111],{"categories":2198},[111],{"categories":2200},[50],{"categories":2202},[136],{"categories":2204},[],{"categories":2206},[50],{"categories":2208},[50],{"categories":2210},[50],{"categories":2212},[136],{"categories":2214},[111],{"categories":2216},[99],{"categories":2218},[],{"categories":2220},[],{"categories":2222},[50],{"categories":2224},[50],{"categories":2226},[99],{"categories":2228},[99],{"categories":2230},[337],{"categories":2232},[111],{"categories":2234},[111],{"categories":2236},[99],{"categories":2238},[133],{"categories":2240},[133],{"categories":2242},[99],{"categories":2244},[99],{"categories":2246},[50],{"categories":2248},[89],{"categories":2250},[2073],{"categories":2252},[50,245],{"categories":2254},[136],{"categories":2256},[],{"categories":2258},[179],{"categories":2260},[111],{"categories":2262},[89],{"categories":2264},[50],{"categories":2266},[99],{"categories":2268},[2269],"The Designer's Role & Craft",{"categories":2271},[179],{"categories":2273},[],{"categories":2275},[99],{"categories":2277},[50],{"categories":2279},[99],{"categories":2281},[99],{"categories":2283},[50],{"categories":2285},[208],{"categories":2287},[50],{"categories":2289},[111],{"categories":2291},[50],{"categories":2293},[179],{"categories":2295},[50],{"categories":2297},[],{"categories":2299},[99],{"categories":2301},[179],{"categories":2303},[50],{"categories":2305},[50],{"categories":2307},[50],{"categories":2309},[2310],"AI UX Patterns",{"categories":2312},[99],{"categories":2314},[99],{"categories":2316},[99],{"categories":2318},[99],{"categories":2320},[208],{"categories":2322},[136],{"categories":2324},[50],{"categories":2326},[99],{"categories":2328},[50],{"categories":2330},[1142],{"categories":2332},[],{"categories":2334},[208],{"categories":2336},[99],{"categories":2338},[133],{"categories":2340},[111],{"categories":2342},[50],{"categories":2344},[99],{"categories":2346},[],{"categories":2348},[],{"categories":2350},[50],{"categories":2352},[99],{"categories":2354},[50],{"categories":2356},[99],{"categories":2358},[337],{"categories":2360},[179],{"categories":2362},[50],{"categories":2364},[133],{"categories":2366},[111],{"categories":2368},[50],{"categories":2370},[99],{"categories":2372},[99],{"categories":2374},[],{"categories":2376},[50],{"categories":2378},[],{"categories":2380},[],{"categories":2382},[50],{"categories":2384},[50],{"categories":2386},[50],{"categories":2388},[99],{"categories":2390},[111],{"categories":2392},[],{"categories":2394},[],{"categories":2396},[136],{"categories":2398},[122],{"categories":2400},[50],{"categories":2402},[50],{"categories":2404},[136],{"categories":2406},[50],{"categories":2408},[133],{"categories":2410},[50],{"categories":2412},[50],{"categories":2414},[50],{"categories":2416},[99],{"categories":2418},[50],{"categories":2420},[99],{"categories":2422},[50],{"categories":2424},[50],{"categories":2426},[99],{"categories":2428},[],{"categories":2430},[],{"categories":2432},[50],{"categories":2434},[245],{"categories":2436},[50],{"categories":2438},[],{"categories":2440},[],{"categories":2442},[179],{"categories":2444},[843],{"categories":2446},[99],{"categories":2448},[89],{"categories":2450},[2269],{"categories":2452},[],{"categories":2454},[],{"categories":2456},[50],{"categories":2458},[],{"categories":2460},[],{"categories":2462},[111],{"categories":2464},[133],{"categories":2466},[208],{"categories":2468},[94],{"categories":2470},[50],{"categories":2472},[50],{"categories":2474},[94],{"categories":2476},[],{"categories":2478},[179],{"categories":2480},[102],{"categories":2482},[50],{"categories":2484},[50],{"categories":2486},[99],{"categories":2488},[94],{"categories":2490},[50],{"categories":2492},[50],{"categories":2494},[89],{"categories":2496},[50],{"categories":2498},[],{"categories":2500},[89],{"categories":2502},[50],{"categories":2504},[208],{"categories":2506},[99],{"categories":2508},[133],{"categories":2510},[50],{"categories":2512},[111],{"categories":2514},[50],{"categories":2516},[50],{"categories":2518},[94],{"categories":2520},[50],{"categories":2522},[50],{"categories":2524},[50],{"categories":2526},[99],{"categories":2528},[],{"categories":2530},[50],{"categories":2532},[111],{"categories":2534},[89],{"categories":2536},[50],{"categories":2538},[50],{"categories":2540},[50],{"categories":2542},[],{"categories":2544},[50],{"categories":2546},[416],{"categories":2548},[99],{"categories":2550},[94],{"categories":2552},[133],{"categories":2554},[50],{"categories":2556},[50],{"categories":2558},[],{"categories":2560},[94],{"categories":2562},[94],{"categories":2564},[50],{"categories":2566},[50],{"categories":2568},[102],{"categories":2570},[50],{"categories":2572},[50],{"categories":2574},[50],{"categories":2576},[50],{"categories":2578},[111],{"categories":2580},[111],{"categories":2582},[50],{"categories":2584},[],{"categories":2586},[111],{"categories":2588},[50],{"categories":2590},[111],{"categories":2592},[99],{"categories":2594},[507],{"categories":2596},[],{"categories":2598},[],{"categories":2600},[50],{"categories":2602},[133],{"categories":2604},[],{"categories":2606},[245],{"categories":2608},[50],{"categories":2610},[50],{"categories":2612},[179],{"categories":2614},[807],{"categories":2616},[],{"categories":2618},[50],{"categories":2620},[50],{"categories":2622},[50],{"categories":2624},[111],{"categories":2626},[50],{"categories":2628},[50],{"categories":2630},[50,245],{"categories":2632},[50],{"categories":2634},[50],{"categories":2636},[179],{"categories":2638},[99],{"categories":2640},[],{"categories":2642},[99],{"categories":2644},[99],{"categories":2646},[50],{"categories":2648},[50],{"categories":2650},[50],{"categories":2652},[50],{"categories":2654},[136],{"categories":2656},[50],{"categories":2658},[2310],{"categories":2660},[89],{"categories":2662},[136],{"categories":2664},[89],{"categories":2666},[111],{"categories":2668},[179],{"categories":2670},[99],{"categories":2672},[50],{"categories":2674},[],{"categories":2676},[94],{"categories":2678},[50],{"categories":2680},[50],{"categories":2682},[133],{"categories":2684},[50],{"categories":2686},[50],{"categories":2688},[99],{"categories":2690},[50],{"categories":2692},[50],{"categories":2694},[50],{"categories":2696},[94],{"categories":2698},[],{"categories":2700},[245],{"categories":2702},[50],{"categories":2704},[337],{"categories":2706},[179],{"categories":2708},[179],{"categories":2710},[111],{"categories":2712},[99],{"categories":2714},[50],{"categories":2716},[94],{"categories":2718},[133],{"categories":2720},[50],{"categories":2722},[50],{"categories":2724},[179],{"categories":2726},[99],{"categories":2728},[99],{"categories":2730},[50],{"categories":2732},[50],{"categories":2734},[471],{"categories":2736},[],{"categories":2738},[50],{"categories":2740},[50],{"categories":2742},[50],{"categories":2744},[],{"categories":2746},[],{"categories":2748},[50],{"categories":2750},[50],{"categories":2752},[99],{"categories":2754},[50],{"categories":2756},[50],{"categories":2758},[50],{"categories":2760},[111],{"categories":2762},[50],{"categories":2764},[50],{"categories":2766},[99],{"categories":2768},[50],{"categories":2770},[50],{"categories":2772},[50],{"categories":2774},[50],{"categories":2776},[50],{"categories":2778},[],{"categories":2780},[111],{"categories":2782},[136],{"categories":2784},[50],{"categories":2786},[99],{"categories":2788},[50],{"categories":2790},[],{"categories":2792},[],{"categories":2794},[50],{"categories":2796},[50],{"categories":2798},[50],{"categories":2800},[133],{"categories":2802},[136],{"categories":2804},[],{"categories":2806},[50],{"categories":2808},[179],{"categories":2810},[50],{"categories":2812},[245],{"categories":2814},[1672],{"categories":2816},[133],{"categories":2818},[111],{"categories":2820},[111],{"categories":2822},[111],{"categories":2824},[50],{"categories":2826},[50],{"categories":2828},[133],{"categories":2830},[133],{"categories":2832},[245],{"categories":2834},[99],{"categories":2836},[],{"categories":2838},[133],{"categories":2840},[50],{"categories":2842},[89],{"categories":2844},[111],{"categories":2846},[50],{"categories":2848},[133],{"categories":2850},[],{"categories":2852},[50],{"categories":2854},[111],{"categories":2856},[111],{"categories":2858},[136],{"categories":2860},[50],{"categories":2862},[133],{"categories":2864},[50],{"categories":2866},[111],{"categories":2868},[99],{"categories":2870},[133],{"categories":2872},[99],{"categories":2874},[245],{"categories":2876},[99],{"categories":2878},[50],{"categories":2880},[50],{"categories":2882},[50],{"categories":2884},[50],{"categories":2886},[111],{"categories":2888},[50],{"categories":2890},[],{"categories":2892},[99],{"categories":2894},[94],{"categories":2896},[111],{"categories":2898},[],{"categories":2900},[],{"categories":2902},[50],{"categories":2904},[99],{"categories":2906},[50],{"categories":2908},[50],{"categories":2910},[2911],"Frameworks & Tooling",{"categories":2913},[50],{"categories":2915},[50],{"categories":2917},[111],{"categories":2919},[50],{"categories":2921},[50],{"categories":2923},[],{"categories":2925},[136],{"categories":2927},[136],{"categories":2929},[89],{"categories":2931},[50],{"categories":2933},[99],{"categories":2935},[50],{"categories":2937},[179],{"categories":2939},[],{"categories":2941},[1672],{"categories":2943},[50],{"categories":2945},[111],{"categories":2947},[50],{"categories":2949},[245],{"categories":2951},[245],{"categories":2953},[],{"categories":2955},[99],{"categories":2957},[50],{"categories":2959},[133],{"categories":2961},[133],{"categories":2963},[50],{"categories":2965},[99],{"categories":2967},[],{"categories":2969},[179],{"categories":2971},[50],{"categories":2973},[50],{"categories":2975},[],{"categories":2977},[50],{"categories":2979},[99],{"categories":2981},[50],{"categories":2983},[50],{"categories":2985},[],{"categories":2987},[111],{"categories":2989},[50],{"categories":2991},[111],{"categories":2993},[245],{"categories":2995},[50],{"categories":2997},[50],{"categories":2999},[111],{"categories":3001},[94],{"categories":3003},[50],{"categories":3005},[1672],{"categories":3007},[],{"categories":3009},[99],{"categories":3011},[89],{"categories":3013},[50],{"categories":3015},[89],{"categories":3017},[50],{"categories":3019},[],{"categories":3021},[99],{"categories":3023},[50],{"categories":3025},[3026],"AI Design Tooling",{"categories":3028},[179],{"categories":3030},[50],{"categories":3032},[50],{"categories":3034},[111],{"categories":3036},[179],{"categories":3038},[50],{"categories":3040},[111],{"categories":3042},[133],{"categories":3044},[102],{"categories":3046},[111],{"categories":3048},[50],{"categories":3050},[50],{"categories":3052},[99],{"categories":3054},[50],{"categories":3056},[],{"categories":3058},[50],{"categories":3060},[50],{"categories":3062},[99],{"categories":3064},[50],{"categories":3066},[50],{"categories":3068},[50],{"categories":3070},[99],{"categories":3072},[],{"categories":3074},[99],{"categories":3076},[2911],{"categories":3078},[50],{"categories":3080},[50],{"categories":3082},[99],{"categories":3084},[99],{"categories":3086},[111],{"categories":3088},[111],{"categories":3090},[],{"categories":3092},[111],{"categories":3094},[50],{"categories":3096},[50],{"categories":3098},[99],{"categories":3100},[94],{"categories":3102},[50],{"categories":3104},[],{"categories":3106},[50],{"categories":3108},[50],{"categories":3110},[2073],{"categories":3112},[],{"categories":3114},[50],{"categories":3116},[50],{"categories":3118},[50],{"categories":3120},[50],{"categories":3122},[179],{"categories":3124},[50],{"categories":3126},[],{"categories":3128},[50],{"categories":3130},[50],{"categories":3132},[50],{"categories":3134},[208],{"categories":3136},[133],{"categories":3138},[50],{"categories":3140},[50],{"categories":3142},[1672],{"categories":3144},[89],{"categories":3146},[50],{"categories":3148},[50],{"categories":3150},[136],{"categories":3152},[50],{"categories":3154},[50],{"categories":3156},[133],{"categories":3158},[99],{"categories":3160},[],{"categories":3162},[50],{"categories":3164},[50],{"categories":3166},[179],{"categories":3168},[50],{"categories":3170},[208],{"categories":3172},[99],{"categories":3174},[50],{"categories":3176},[99],{"categories":3178},[],{"categories":3180},[],{"categories":3182},[],{"categories":3184},[89],{"categories":3186},[133],{"categories":3188},[99],{"categories":3190},[50],{"categories":3192},[50],{"categories":3194},[50],{"categories":3196},[50],{"categories":3198},[360],{"categories":3200},[179],{"categories":3202},[99],{"categories":3204},[50],{"categories":3206},[],{"categories":3208},[99],{"categories":3210},[99],{"categories":3212},[],{"categories":3214},[50],{"categories":3216},[99],{"categories":3218},[50],{"categories":3220},[],{"categories":3222},[50],{"categories":3224},[50],{"categories":3226},[133],{"categories":3228},[179],{"categories":3230},[99],{"categories":3232},[179],{"categories":3234},[99],{"categories":3236},[50],{"categories":3238},[94],{"categories":3240},[],{"categories":3242},[],{"categories":3244},[50],{"categories":3246},[50],{"categories":3248},[89],{"categories":3250},[99],{"categories":3252},[133],{"categories":3254},[],{"categories":3256},[179],{"categories":3258},[],{"categories":3260},[111],{"categories":3262},[50],{"categories":3264},[111],{"categories":3266},[179],{"categories":3268},[111],{"categories":3270},[50],{"categories":3272},[],{"categories":3274},[50],{"categories":3276},[50],{"categories":3278},[],{"categories":3280},[50],{"categories":3282},[208],{"categories":3284},[50],{"categories":3286},[245],{"categories":3288},[111],{"categories":3290},[50],{"categories":3292},[],{"categories":3294},[99],{"categories":3296},[50],{"categories":3298},[89],{"categories":3300},[471],{"categories":3302},[50],{"categories":3304},[99],{"categories":3306},[50],{"categories":3308},[99],{"categories":3310},[50],{"categories":3312},[50],{"categories":3314},[50],{"categories":3316},[],{"categories":3318},[50],{"categories":3320},[89],{"categories":3322},[50],{"categories":3324},[94],{"categories":3326},[111],{"categories":3328},[179],{"categories":3330},[],{"categories":3332},[50],{"categories":3334},[],{"categories":3336},[],{"categories":3338},[99],{"categories":3340},[50],{"categories":3342},[111],{"categories":3344},[179],{"categories":3346},[133],{"categories":3348},[50],{"categories":3350},[133],{"categories":3352},[99],{"categories":3354},[179],{"categories":3356},[50],{"categories":3358},[],{"categories":3360},[50],{"categories":3362},[122],{"categories":3364},[99],{"categories":3366},[179],{"categories":3368},[133],{"categories":3370},[94],{"categories":3372},[111],{"categories":3374},[50],{"categories":3376},[50],{"categories":3378},[133],{"categories":3380},[208],{"categories":3382},[],{"categories":3384},[],{"categories":3386},[136],{"categories":3388},[416],{"categories":3390},[50],{"categories":3392},[99],{"categories":3394},[50,111],{"categories":3396},[133],{"categories":3398},[50],{"categories":3400},[50],{"categories":3402},[50],{"categories":3404},[50],{"categories":3406},[99],{"categories":3408},[50],{"categories":3410},[99],{"categories":3412},[50],{"categories":3414},[50],{"categories":3416},[50],{"categories":3418},[],{"categories":3420},[50],{"categories":3422},[1142],{"categories":3424},[111],{"categories":3426},[179],{"categories":3428},[50],{"categories":3430},[50],{"categories":3432},[50],{"categories":3434},[136],{"categories":3436},[99],{"categories":3438},[208],{"categories":3440},[245],{"categories":3442},[],{"categories":3444},[50],{"categories":3446},[94],{"categories":3448},[99],{"categories":3450},[89],{"categories":3452},[99],{"categories":3454},[50],{"categories":3456},[99],{"categories":3458},[99],{"categories":3460},[102],{"categories":3462},[111],{"categories":3464},[50],{"categories":3466},[50],{"categories":3468},[],{"categories":3470},[],{"categories":3472},[],{"categories":3474},[245],{"categories":3476},[50],{"categories":3478},[133],{"categories":3480},[50],{"categories":3482},[50],{"categories":3484},[50],{"categories":3486},[50],{"categories":3488},[],{"categories":3490},[50],{"categories":3492},[136],{"categories":3494},[94],{"categories":3496},[99],{"categories":3498},[50],{"categories":3500},[],{"categories":3502},[50],{"categories":3504},[99],{"categories":3506},[50],{"categories":3508},[245],{"categories":3510},[],{"categories":3512},[179],{"categories":3514},[179],{"categories":3516},[],{"categories":3518},[111],{"categories":3520},[50],{"categories":3522},[179],{"categories":3524},[50],{"categories":3526},[94],{"categories":3528},[99],{"categories":3530},[50],{"categories":3532},[],{"categories":3534},[133],{"categories":3536},[50],{"categories":3538},[50],{"categories":3540},[50],{"categories":3542},[179],{"categories":3544},[99],{"categories":3546},[133],{"categories":3548},[],{"categories":3550},[99],{"categories":3552},[94],{"categories":3554},[99],{"categories":3556},[179],{"categories":3558},[50],{"categories":3560},[50],{"categories":3562},[50],{"categories":3564},[416],{"categories":3566},[50],{"categories":3568},[],{"categories":3570},[50],{"categories":3572},[50],{"categories":3574},[245],{"categories":3576},[133],{"categories":3578},[136],{"categories":3580},[507],{"categories":3582},[136],{"categories":3584},[50],{"categories":3586},[],{"categories":3588},[],{"categories":3590},[],{"categories":3592},[99],{"categories":3594},[99],{"categories":3596},[111],{"categories":3598},[50],{"categories":3600},[393],{"categories":3602},[111],{"categories":3604},[50],{"categories":3606},[50],{"categories":3608},[50],{"categories":3610},[50],{"categories":3612},[99],{"categories":3614},[],{"categories":3616},[],{"categories":3618},[50],{"categories":3620},[],{"categories":3622},[50],{"categories":3624},[99],{"categories":3626},[179],{"categories":3628},[50],{"categories":3630},[50],{"categories":3632},[],{"categories":3634},[99],{"categories":3636},[102],{"categories":3638},[50],{"categories":3640},[179],{"categories":3642},[50],{"categories":3644},[99],{"categories":3646},[94],{"categories":3648},[50],{"categories":3650},[208],{"categories":3652},[99],{"categories":3654},[50],{"categories":3656},[50],{"categories":3658},[807],{"categories":3660},[50],{"categories":3662},[99],{"categories":3664},[50],{"categories":3666},[111],{"categories":3668},[50],{"categories":3670},[471],{"categories":3672},[179],{"categories":3674},[],{"categories":3676},[50],{"categories":3678},[133],{"categories":3680},[416],{"categories":3682},[99],{"categories":3684},[50],{"categories":3686},[],{"categories":3688},[133],{"categories":3690},[337],{"categories":3692},[99],{"categories":3694},[99],{"categories":3696},[99],{"categories":3698},[50],{"categories":3700},[50],{"categories":3702},[99],{"categories":3704},[],{"categories":3706},[94],{"categories":3708},[50],{"categories":3710},[94],{"categories":3712},[99],{"categories":3714},[],{"categories":3716},[111],{"categories":3718},[50],{"categories":3720},[50],{"categories":3722},[89],{"categories":3724},[133],{"categories":3726},[245],{"categories":3728},[122],{"categories":3730},[99],{"categories":3732},[99],{"categories":3734},[50],{"categories":3736},[99],{"categories":3738},[50],{"categories":3740},[89],{"categories":3742},[],{"categories":3744},[50],{"categories":3746},[50],{"categories":3748},[50],{"categories":3750},[99],{"categories":3752},[50],{"categories":3754},[],{"categories":3756},[],{"categories":3758},[179],{"categories":3760},[99],{"categories":3762},[50,94],{"categories":3764},[99],{"categories":3766},[50],{"categories":3768},[],{"categories":3770},[89],{"categories":3772},[136],{"categories":3774},[94],{"categories":3776},[50],{"categories":3778},[111],{"categories":3780},[50],{"categories":3782},[50],{"categories":3784},[99],{"categories":3786},[50],{"categories":3788},[50],{"categories":3790},[50],{"categories":3792},[133],{"categories":3794},[1142],{"categories":3796},[99],{"categories":3798},[50],{"categories":3800},[],{"categories":3802},[],{"categories":3804},[50],{"categories":3806},[99],{"categories":3808},[50],{"categories":3810},[50],{"categories":3812},[245],{"categories":3814},[],{"categories":3816},[50],{"categories":3818},[99],{"categories":3820},[122],{"categories":3822},[99],{"categories":3824},[416],{"categories":3826},[],{"categories":3828},[360],{"categories":3830},[99],{"categories":3832},[50],{"categories":3834},[208],{"categories":3836},[99],{"categories":3838},[50],{"categories":3840},[136],{"categories":3842},[102],{"categories":3844},[99],{"categories":3846},[50],{"categories":3848},[416],{"categories":3850},[50],{"categories":3852},[245],{"categories":3854},[],{"categories":3856},[50],{"categories":3858},[208],{"categories":3860},[179],{"categories":3862},[50],{"categories":3864},[50],{"categories":3866},[50],{"categories":3868},[],{"categories":3870},[208],{"categories":3872},[133],{"categories":3874},[50],{"categories":3876},[50],{"categories":3878},[50],{"categories":3880},[507],{"categories":3882},[89],{"categories":3884},[50],{"categories":3886},[50],{"categories":3888},[],{"categories":3890},[],{"categories":3892},[179],{"categories":3894},[50],{"categories":3896},[136],{"categories":3898},[208],{"categories":3900},[99],{"categories":3902},[50],{"categories":3904},[50],{"categories":3906},[208],{"categories":3908},[133],{"categories":3910},[],{"categories":3912},[50],{"categories":3914},[50],{"categories":3916},[],{"categories":3918},[50],{"categories":3920},[50],{"categories":3922},[532],{"categories":3924},[50],{"categories":3926},[50],{"categories":3928},[99],{"categories":3930},[111],{"categories":3932},[416],{"categories":3934},[50],{"categories":3936},[50],{"categories":3938},[50],{"categories":3940},[],{"categories":3942},[50,111],{"categories":3944},[133],{"categories":3946},[99],{"categories":3948},[111],{"categories":3950},[99],{"categories":3952},[843],{"categories":3954},[111],{"categories":3956},[99],{"categories":3958},[50],{"categories":3960},[89],{"categories":3962},[],{"categories":3964},[],{"categories":3966},[99],{"categories":3968},[50],{"categories":3970},[111],{"categories":3972},[50],{"categories":3974},[89],{"categories":3976},[111],{"categories":3978},[111],{"categories":3980},[50],{"categories":3982},[208],{"categories":3984},[50],{"categories":3986},[111],{"categories":3988},[50],{"categories":3990},[],{"categories":3992},[50],{"categories":3994},[179,50],{"categories":3996},[245],{"categories":3998},[89],{"categories":4000},[50],{"categories":4002},[],{"categories":4004},[50],{"categories":4006},[50],{"categories":4008},[94],{"categories":4010},[50],{"categories":4012},[94],{"categories":4014},[50],{"categories":4016},[50],{"categories":4018},[337],{"categories":4020},[50],{"categories":4022},[94],{"categories":4024},[111],{"categories":4026},[136],{"categories":4028},[99],{"categories":4030},[111],{"categories":4032},[50],{"categories":4034},[50],{"categories":4036},[133],{"categories":4038},[208],{"categories":4040},[179],{"categories":4042},[50],{"categories":4044},[50],{"categories":4046},[50],{"categories":4048},[50],{"categories":4050},[89],{"categories":4052},[50],{"categories":4054},[99],{"categories":4056},[99],{"categories":4058},[111],{"categories":4060},[133],{"categories":4062},[111],{"categories":4064},[111],{"categories":4066},[50],{"categories":4068},[50],{"categories":4070},[],{"categories":4072},[],{"categories":4074},[136],{"categories":4076},[50],{"categories":4078},[111],{"categories":4080},[50],{"categories":4082},[179],{"categories":4084},[416],{"categories":4086},[360],{"categories":4088},[337],{"categories":4090},[50],{"categories":4092},[50],{"categories":4094},[50],{"categories":4096},[136],{"categories":4098},[50],{"categories":4100},[50],{"categories":4102},[50],{"categories":4104},[50],{"categories":4106},[50],{"categories":4108},[50],{"categories":4110},[99],{"categories":4112},[89],{"categories":4114},[99],{"categories":4116},[50,94],{"categories":4118},[],{"categories":4120},[179],{"categories":4122},[],{"categories":4124},[102],{"categories":4126},[50],{"categories":4128},[133],{"categories":4130},[89],{"categories":4132},[50],{"categories":4134},[89],{"categories":4136},[99],{"categories":4138},[136],{"categories":4140},[99],{"categories":4142},[99],{"categories":4144},[50],{"categories":4146},[50],{"categories":4148},[94],{"categories":4150},[99],{"categories":4152},[111],{"categories":4154},[208],{"categories":4156},[50],{"categories":4158},[],{"categories":4160},[133],{"categories":4162},[50],{"categories":4164},[50],{"categories":4166},[50],{"categories":4168},[50],{"categories":4170},[50],{"categories":4172},[50],{"categories":4174},[111],{"categories":4176},[133],{"categories":4178},[111],{"categories":4180},[111],{"categories":4182},[50],{"categories":4184},[50],{"categories":4186},[50],{"categories":4188},[360],{"categories":4190},[50],{"categories":4192},[99],{"categories":4194},[133],{"categories":4196},[50],{"categories":4198},[50],{"categories":4200},[50],{"categories":4202},[99],{"categories":4204},[50],{"categories":4206},[50],{"categories":4208},[50],{"categories":4210},[2911],{"categories":4212},[4213],"Clinical AI",{"categories":4215},[179],{"categories":4217},[50],{"categories":4219},[50],{"categories":4221},[50],{"categories":4223},[245],{"categories":4225},[2310],{"categories":4227},[50],{"categories":4229},[102],{"categories":4231},[50],{"categories":4233},[99],{"categories":4235},[50],{"categories":4237},[50],{"categories":4239},[133],{"categories":4241},[50],{"categories":4243},[99],{"categories":4245},[111],{"categories":4247},[208],{"categories":4249},[50],{"categories":4251},[50],{"categories":4253},[94],{"categories":4255},[50],{"categories":4257},[50],{"categories":4259},[471],{"categories":4261},[50],{"categories":4263},[],{"categories":4265},[50],{"categories":4267},[111],{"categories":4269},[89],{"categories":4271},[50],{"categories":4273},[],{"categories":4275},[],{"categories":4277},[50],{"categories":4279},[],{"categories":4281},[94],{"categories":4283},[50],{"categories":4285},[50],{"categories":4287},[99],{"categories":4289},[133],{"categories":4291},[133],{"categories":4293},[133],{"categories":4295},[133],{"categories":4297},[],{"categories":4299},[89],{"categories":4301},[99],{"categories":4303},[133],{"categories":4305},[50],{"categories":4307},[532],{"categories":4309},[102],{"categories":4311},[50],{"categories":4313},[89],{"categories":4315},[50],{"categories":4317},[99],{"categories":4319},[50],{"categories":4321},[50],{"categories":4323},[50,99],{"categories":4325},[99],{"categories":4327},[245],{"categories":4329},[133],{"categories":4331},[99],{"categories":4333},[133],{"categories":4335},[99],{"categories":4337},[50],{"categories":4339},[],{"categories":4341},[133],{"categories":4343},[208],{"categories":4345},[89],{"categories":4347},[50],{"categories":4349},[50],{"categories":4351},[],{"categories":4353},[111],{"categories":4355},[],{"categories":4357},[89],{"categories":4359},[99],{"categories":4361},[133],{"categories":4363},[50],{"categories":4365},[133],{"categories":4367},[89],{"categories":4369},[133],{"categories":4371},[133],{"categories":4373},[],{"categories":4375},[94],{"categories":4377},[99],{"categories":4379},[133],{"categories":4381},[133],{"categories":4383},[133],{"categories":4385},[133],{"categories":4387},[133],{"categories":4389},[133],{"categories":4391},[133],{"categories":4393},[133],{"categories":4395},[133],{"categories":4397},[133],{"categories":4399},[136],{"categories":4401},[89],{"categories":4403},[50],{"categories":4405},[50],{"categories":4407},[99],{"categories":4409},[99],{"categories":4411},[],{"categories":4413},[50],{"categories":4415},[50,89],{"categories":4417},[],{"categories":4419},[99],{"categories":4421},[50],{"categories":4423},[133],{"categories":4425},[99],{"categories":4427},[843],{"categories":4429},[50],{"categories":4431},[50],{"categories":4433},[50],{"categories":4435},[50],{"categories":4437},[50],{"categories":4439},[337],{"categories":4441},[50],{"categories":4443},[50],{"categories":4445},[99],{"categories":4447},[50],{"categories":4449},[94],{"categories":4451},[102],{"categories":4453},[99],{"categories":4455},[99],{"categories":4457},[],{"categories":4459},[99],{"categories":4461},[179],{"categories":4463},[133],{"categories":4465},[50],{"categories":4467},[],{"categories":4469},[102],{"categories":4471},[],{"categories":4473},[111],{"categories":4475},[99],{"categories":4477},[179],{"categories":4479},[50],{"categories":4481},[],{"categories":4483},[50],{"categories":4485},[],{"categories":4487},[208],{"categories":4489},[50],{"categories":4491},[],{"categories":4493},[],{"categories":4495},[133],{"categories":4497},[89],{"categories":4499},[50],{"categories":4501},[50],{"categories":4503},[94],{"categories":4505},[50],{"categories":4507},[50],{"categories":4509},[50],{"categories":4511},[94],{"categories":4513},[94],{"categories":4515},[179],{"categories":4517},[],{"categories":4519},[50],{"categories":4521},[133],{"categories":4523},[],{"categories":4525},[50],{"categories":4527},[50],{"categories":4529},[179],{"categories":4531},[50],{"categories":4533},[208],{"categories":4535},[50],{"categories":4537},[245],{"categories":4539},[],{"categories":4541},[99],{"categories":4543},[208],{"categories":4545},[111],{"categories":4547},[],{"categories":4549},[50],{"categories":4551},[],{"categories":4553},[99],{"categories":4555},[179],{"categories":4557},[111],{"categories":4559},[],{"categories":4561},[2911],{"categories":4563},[94],{"categories":4565},[89],{"categories":4567},[50],{"categories":4569},[136],{"categories":4571},[99],{"categories":4573},[179],{"categories":4575},[111],{"categories":4577},[],{"categories":4579},[],{"categories":4581},[50],{"categories":4583},[89],{"categories":4585},[50],{"categories":4587},[208],{"categories":4589},[],{"categories":4591},[99],{"categories":4593},[99],{"categories":4595},[50],{"categories":4597},[99],{"categories":4599},[50],{"categories":4601},[133],{"categories":4603},[111],{"categories":4605},[50],{"categories":4607},[99],{"categories":4609},[102],{"categories":4611},[50],{"categories":4613},[50],{"categories":4615},[99],{"categories":4617},[50],{"categories":4619},[102],{"categories":4621},[208],{"categories":4623},[133],{"categories":4625},[],{"categories":4627},[208],{"categories":4629},[50],{"categories":4631},[],{"categories":4633},[111],{"categories":4635},[99],{"categories":4637},[],{"categories":4639},[50],{"categories":4641},[50],{"categories":4643},[50],{"categories":4645},[50],{"categories":4647},[50],{"categories":4649},[99],{"categories":4651},[94],{"categories":4653},[89],{"categories":4655},[50],{"categories":4657},[179],{"categories":4659},[111],{"categories":4661},[111],{"categories":4663},[50],{"categories":4665},[136],{"categories":4667},[99],{"categories":4669},[50],{"categories":4671},[50],{"categories":4673},[99],{"categories":4675},[50],{"categories":4677},[94],{"categories":4679},[179],{"categories":4681},[111],{"categories":4683},[99],{"categories":4685},[50],{"categories":4687},[102],{"categories":4689},[50],{"categories":4691},[99],{"categories":4693},[50],{"categories":4695},[50],{"categories":4697},[133],{"categories":4699},[50],{"categories":4701},[],{"categories":4703},[89],{"categories":4705},[50],{"categories":4707},[50],{"categories":4709},[50],{"categories":4711},[111],{"categories":4713},[111],{"categories":4715},[50],{"categories":4717},[111],{"categories":4719},[50],{"categories":4721},[99],{"categories":4723},[50],{"categories":4725},[50],{"categories":4727},[50],{"categories":4729},[50],{"categories":4731},[50],{"categories":4733},[],{"categories":4735},[50],{"categories":4737},[179],{"categories":4739},[94],{"categories":4741},[133],{"categories":4743},[50],{"categories":4745},[99],{"categories":4747},[50],{"categories":4749},[99],{"categories":4751},[50],{"categories":4753},[50],{"categories":4755},[179],{"categories":4757},[99],{"categories":4759},[50],{"categories":4761},[208],{"categories":4763},[50],{"categories":4765},[136],{"categories":4767},[50],{"categories":4769},[50],{"categories":4771},[133],{"categories":4773},[50],{"categories":4775},[50],{"categories":4777},[50],{"categories":4779},[50],{"categories":4781},[99],{"categories":4783},[245],{"categories":4785},[50],{"categories":4787},[111],{"categories":4789},[99],{"categories":4791},[136],{"categories":4793},[],{"categories":4795},[99],{"categories":4797},[111],{"categories":4799},[50],{"categories":4801},[50],{"categories":4803},[2156],{"categories":4805},[179],{"categories":4807},[274],{"categories":4809},[50],{"categories":4811},[50],{"categories":4813},[50],{"categories":4815},[50],{"categories":4817},[89],{"categories":4819},[50],{"categories":4821},[50],{"categories":4823},[111],{"categories":4825},[94],{"categories":4827},[111],{"categories":4829},[50],{"categories":4831},[],{"categories":4833},[99],{"categories":4835},[99],{"categories":4837},[50],{"categories":4839},[50],{"categories":4841},[136],{"categories":4843},[],{"categories":4845},[133],{"categories":4847},[],{"categories":4849},[133],{"categories":4851},[50],{"categories":4853},[50],{"categories":4855},[99],{"categories":4857},[50],{"categories":4859},[99],{"categories":4861},[99],{"categories":4863},[],{"categories":4865},[133],{"categories":4867},[50],{"categories":4869},[],{"categories":4871},[50],{"categories":4873},[50],{"categories":4875},[],{"categories":4877},[50],{"categories":4879},[179],{"categories":4881},[111],{"categories":4883},[99],{"categories":4885},[50],{"categories":4887},[50],{"categories":4889},[50],{"categories":4891},[208],{"categories":4893},[50],{"categories":4895},[50],{"categories":4897},[50],{"categories":4899},[89],{"categories":4901},[50],{"categories":4903},[50],{"categories":4905},[],{"categories":4907},[50],{"categories":4909},[50],{"categories":4911},[],{"categories":4913},[89],{"categories":4915},[50],{"categories":4917},[133],{"categories":4919},[111],{"categories":4921},[102],{"categories":4923},[416],{"categories":4925},[50],{"categories":4927},[50],{"categories":4929},[50],{"categories":4931},[111],{"categories":4933},[133],{"categories":4935},[179],{"categories":4937},[50],{"categories":4939},[50],{"categories":4941},[50],{"categories":4943},[50],{"categories":4945},[133],{"categories":4947},[179],{"categories":4949},[50],{"categories":4951},[50],{"categories":4953},[133],{"categories":4955},[179],{"categories":4957},[50],{"categories":4959},[133],{"categories":4961},[50],{"categories":4963},[99],{"categories":4965},[99],{"categories":4967},[99],{"categories":4969},[111],{"categories":4971},[133],{"categories":4973},[99],{"categories":4975},[99],{"categories":4977},[50],{"categories":4979},[111],{"categories":4981},[179],{"categories":4983},[50],{"categories":4985},[50],{"categories":4987},[50],{"categories":4989},[],{"categories":4991},[99],{"categories":4993},[],{"categories":4995},[50],{"categories":4997},[50],{"categories":4999},[],{"categories":5001},[],{"categories":5003},[99],{"categories":5005},[94],{"categories":5007},[99],{"categories":5009},[5010],"Liability & Ethics",{"categories":5012},[50],{"categories":5014},[50],{"categories":5016},[99],{"categories":5018},[89],{"categories":5020},[99],{"categories":5022},[94],{"categories":5024},[208],{"categories":5026},[99],{"categories":5028},[50],{"categories":5030},[50],{"categories":5032},[],{"categories":5034},[507],{"categories":5036},[99],{"categories":5038},[],{"categories":5040},[50],{"categories":5042},[89],{"categories":5044},[99],{"categories":5046},[],{"categories":5048},[99],{"categories":5050},[50],{"categories":5052},[50],{"categories":5054},[111],{"categories":5056},[50],{"categories":5058},[133],{"categories":5060},[50],{"categories":5062},[50],{"categories":5064},[99],{"categories":5066},[50],{"categories":5068},[50],{"categories":5070},[50],{"categories":5072},[133],{"categories":5074},[99],{"categories":5076},[111],{"categories":5078},[179],{"categories":5080},[89],{"categories":5082},[50],{"categories":5084},[50],{"categories":5086},[],{"categories":5088},[99],{"categories":5090},[99],{"categories":5092},[99],{"categories":5094},[416],{"categories":5096},[179],{"categories":5098},[99],{"categories":5100},[245],{"categories":5102},[111],{"categories":5104},[133],{"categories":5106},[50],{"categories":5108},[179],{"categories":5110},[50],{"categories":5112},[89],{"categories":5114},[],{"categories":5116},[99],{"categories":5118},[50],{"categories":5120},[50],{"categories":5122},[50],{"categories":5124},[99],{"categories":5126},[50],{"categories":5128},[179],{"categories":5130},[],{"categories":5132},[99],{"categories":5134},[102],{"categories":5136},[133],{"categories":5138},[99],{"categories":5140},[94],{"categories":5142},[],{"categories":5144},[50],{"categories":5146},[50],{"categories":5148},[102],{"categories":5150},[50],{"categories":5152},[99],{"categories":5154},[133],{"categories":5156},[89],{"categories":5158},[245],{"categories":5160},[50],{"categories":5162},[50],{"categories":5164},[50],{"categories":5166},[133],{"categories":5168},[94],{"categories":5170},[50],{"categories":5172},[179],{"categories":5174},[133],{"categories":5176},[245],{"categories":5178},[50],{"categories":5180},[99],{"categories":5182},[],{"categories":5184},[471],{"categories":5186},[],{"categories":5188},[50],{"categories":5190},[245],{"categories":5192},[50],{"categories":5194},[136],{"categories":5196},[99],{"categories":5198},[99],{"categories":5200},[5201],"Design News & Tools",{"categories":5203},[50],{"categories":5205},[133],{"categories":5207},[50],{"categories":5209},[50],{"categories":5211},[89],{"categories":5213},[50],{"categories":5215},[179],{"categories":5217},[99],{"categories":5219},[99],{"categories":5221},[179],{"categories":5223},[50],{"categories":5225},[416],{"categories":5227},[99],{"categories":5229},[50],{"categories":5231},[50],{"categories":5233},[416],{"categories":5235},[50],{"categories":5237},[208],{"categories":5239},[50],{"categories":5241},[99],{"categories":5243},[],{"categories":5245},[50],{"categories":5247},[50],{"categories":5249},[50],{"categories":5251},[133],{"categories":5253},[89],{"categories":5255},[],{"categories":5257},[50],{"categories":5259},[50],{"categories":5261},[50],{"categories":5263},[111],{"categories":5265},[532],{"categories":5267},[111],{"categories":5269},[179],{"categories":5271},[50],{"categories":5273},[50,99],{"categories":5275},[208,94],{"categories":5277},[111],{"categories":5279},[50],{"categories":5281},[50],{"categories":5283},[50],{"categories":5285},[50],{"categories":5287},[],{"categories":5289},[99],{"categories":5291},[50],{"categories":5293},[],{"categories":5295},[50],{"categories":5297},[111],{"categories":5299},[50],{"categories":5301},[111],{"categories":5303},[],{"categories":5305},[99],{"categories":5307},[50],{"categories":5309},[94],{"categories":5311},[50],{"categories":5313},[133],{"categories":5315},[50],{"categories":5317},[],{"categories":5319},[99],{"categories":5321},[50],{"categories":5323},[],{"categories":5325},[179],{"categories":5327},[50],{"categories":5329},[50],{"categories":5331},[99],{"categories":5333},[50],{"categories":5335},[50],{"categories":5337},[89],{"categories":5339},[99],{"categories":5341},[50],{"categories":5343},[],{"categories":5345},[245],{"categories":5347},[208],{"categories":5349},[94],{"categories":5351},[94],{"categories":5353},[50],{"categories":5355},[89],{"categories":5357},[89],{"categories":5359},[50],{"categories":5361},[99],{"categories":5363},[50],{"categories":5365},[50],{"categories":5367},[50],{"categories":5369},[50],{"categories":5371},[111],{"categories":5373},[50],{"categories":5375},[89],{"categories":5377},[50],{"categories":5379},[99],{"categories":5381},[50],{"categories":5383},[208],{"categories":5385},[50],{"categories":5387},[133],{"categories":5389},[50],{"categories":5391},[50],{"categories":5393},[99],{"categories":5395},[50],{"categories":5397},[99],{"categories":5399},[],{"categories":5401},[111],{"categories":5403},[],{"categories":5405},[111],{"categories":5407},[99],{"categories":5409},[89],{"categories":5411},[],{"categories":5413},[136],{"categories":5415},[245],{"categories":5417},[50],{"categories":5419},[111],{"categories":5421},[50],{"categories":5423},[],{"categories":5425},[133],{"categories":5427},[99],{"categories":5429},[111],{"categories":5431},[179],{"categories":5433},[50],{"categories":5435},[50],{"categories":5437},[99],{"categories":5439},[111],{"categories":5441},[99],{"categories":5443},[133],{"categories":5445},[50],{"categories":5447},[102],{"categories":5449},[89],{"categories":5451},[102],{"categories":5453},[133],{"categories":5455},[50],{"categories":5457},[111],{"categories":5459},[50],{"categories":5461},[179],{"categories":5463},[94],{"categories":5465},[50],{"categories":5467},[50],{"categories":5469},[50],{"categories":5471},[50],{"categories":5473},[50],{"categories":5475},[50],{"categories":5477},[99],{"categories":5479},[50],{"categories":5481},[99],{"categories":5483},[50],{"categories":5485},[50],{"categories":5487},[89],{"categories":5489},[50],{"categories":5491},[99],{"categories":5493},[99],{"categories":5495},[179],{"categories":5497},[99],{"categories":5499},[99],{"categories":5501},[89],{"categories":5503},[99],{"categories":5505},[179],{"categories":5507},[],{"categories":5509},[50],{"categories":5511},[136],{"categories":5513},[416],{"categories":5515},[50],{"categories":5517},[50],{"categories":5519},[50],{"categories":5521},[111],{"categories":5523},[50],{"categories":5525},[],{"categories":5527},[50],{"categories":5529},[99],{"categories":5531},[50],{"categories":5533},[208],{"categories":5535},[50],{"categories":5537},[133],{"categories":5539},[99],{"categories":5541},[50],{"categories":5543},[208],{"categories":5545},[99],{"categories":5547},[94],{"categories":5549},[94],{"categories":5551},[50],{"categories":5553},[50],{"categories":5555},[50],{"categories":5557},[50],{"categories":5559},[50],{"categories":5561},[89],{"categories":5563},[],{"categories":5565},[50],{"categories":5567},[50],{"categories":5569},[99],{"categories":5571},[99],{"categories":5573},[50],{"categories":5575},[50],{"categories":5577},[50],{"categories":5579},[111],{"categories":5581},[],{"categories":5583},[89],{"categories":5585},[50],{"categories":5587},[50],{"categories":5589},[99],{"categories":5591},[99],{"categories":5593},[],{"categories":5595},[111],{"categories":5597},[111],{"categories":5599},[50],{"categories":5601},[208],{"categories":5603},[94],{"categories":5605},[179],{"categories":5607},[],{"categories":5609},[50],{"categories":5611},[99],{"categories":5613},[89],{"categories":5615},[50],{"categories":5617},[50],{"categories":5619},[111],{"categories":5621},[89],{"categories":5623},[50],{"categories":5625},[50],{"categories":5627},[133],{"categories":5629},[136],{"categories":5631},[133],{"categories":5633},[99],{"categories":5635},[50],{"categories":5637},[],{"categories":5639},[133],{"categories":5641},[99],{"categories":5643},[179],{"categories":5645},[136],{"categories":5647},[50],{"categories":5649},[50],{"categories":5651},[],{"categories":5653},[99],{"categories":5655},[99],{"categories":5657},[99],{"categories":5659},[2911],{"categories":5661},[133],{"categories":5663},[50],{"categories":5665},[111],{"categories":5667},[50],{"categories":5669},[50],{"categories":5671},[50],{"categories":5673},[50],{"categories":5675},[94],{"categories":5677},[50],{"categories":5679},[89],{"categories":5681},[1672],{"categories":5683},[245],{"categories":5685},[89],{"categories":5687},[],{"categories":5689},[50],{"categories":5691},[],{"categories":5693},[133],{"categories":5695},[99],{"categories":5697},[179],{"categories":5699},[50],{"categories":5701},[50],{"categories":5703},[133],{"categories":5705},[],{"categories":5707},[99],{"categories":5709},[99],{"categories":5711},[99],{"categories":5713},[],{"categories":5715},[50],{"categories":5717},[],{"categories":5719},[133],{"categories":5721},[89],{"categories":5723},[179],{"categories":5725},[50],{"categories":5727},[99],{"categories":5729},[133],{"categories":5731},[50],{"categories":5733},[133],{"categories":5735},[],{"categories":5737},[133],{"categories":5739},[89],{"categories":5741},[416],{"categories":5743},[99],{"categories":5745},[50],{"categories":5747},[],{"categories":5749},[111],{"categories":5751},[99],{"categories":5753},[102],{"categories":5755},[99],{"categories":5757},[89],{"categories":5759},[],{"categories":5761},[],{"categories":5763},[],{"categories":5765},[179],{"categories":5767},[99],{"categories":5769},[50],{"categories":5771},[50],{"categories":5773},[],{"categories":5775},[],{"categories":5777},[],{"categories":5779},[50],{"categories":5781},[179],{"categories":5783},[50],{"categories":5785},[],{"categories":5787},[99],{"categories":5789},[50],{"categories":5791},[50],{"categories":5793},[89],{"categories":5795},[],{"categories":5797},[],{"categories":5799},[50],{"categories":5801},[179],{"categories":5803},[50],{"categories":5805},[133],{"categories":5807},[],{"categories":5809},[50],{"categories":5811},[208],{"categories":5813},[133],{"categories":5815},[208],{"categories":5817},[136],{"categories":5819},[50],{"categories":5821},[50],{"categories":5823},[],{"categories":5825},[],{"categories":5827},[99],{"categories":5829},[],{"categories":5831},[50],{"categories":5833},[416],{"categories":5835},[50],{"categories":5837},[50],{"categories":5839},[50],{"categories":5841},[50],{"categories":5843},[],{"categories":5845},[99],{"categories":5847},[50],{"categories":5849},[50],{"categories":5851},[],{"categories":5853},[99],{"categories":5855},[50],{"categories":5857},[133],{"categories":5859},[50],{"categories":5861},[208],{"categories":5863},[94],{"categories":5865},[50],{"categories":5867},[50],{"categories":5869},[99],{"categories":5871},[136],{"categories":5873},[99],{"categories":5875},[99],{"categories":5877},[],{"categories":5879},[99],{"categories":5881},[],{"categories":5883},[50],{"categories":5885},[],{"categories":5887},[133],{"categories":5889},[94],{"categories":5891},[],{"categories":5893},[50],{"categories":5895},[50],{"categories":5897},[],{"categories":5899},[179],{"categories":5901},[89],{"categories":5903},[],{"categories":5905},[94],{"categories":5907},[208],{"categories":5909},[50],{"categories":5911},[111],{"categories":5913},[89],{"categories":5915},[136],{"categories":5917},[94],{"categories":5919},[111],{"categories":5921},[99],{"categories":5923},[111],{"categories":5925},[],{"categories":5927},[50],{"categories":5929},[102],{"categories":5931},[50],{"categories":5933},[],{"categories":5935},[99],{"categories":5937},[89],{"categories":5939},[179],{"categories":5941},[50],{"categories":5943},[89],{"categories":5945},[99],{"categories":5947},[245],{"categories":5949},[50],{"categories":5951},[50],{"categories":5953},[50],{"categories":5955},[89],{"categories":5957},[136],{"categories":5959},[99],{"categories":5961},[],{"categories":5963},[50],{"categories":5965},[50],{"categories":5967},[50],{"categories":5969},[111],{"categories":5971},[99],{"categories":5973},[133],{"categories":5975},[111],{"categories":5977},[50],{"categories":5979},[102],{"categories":5981},[],{"categories":5983},[179],{"categories":5985},[111],{"categories":5987},[133],{"categories":5989},[89],{"categories":5991},[99],{"categories":5993},[50],{"categories":5995},[50],{"categories":5997},[99],{"categories":5999},[102],{"categories":6001},[50],{"categories":6003},[99],{"categories":6005},[50],{"categories":6007},[94],{"categories":6009},[99],{"categories":6011},[99,245],{"categories":6013},[50],{"categories":6015},[50],{"categories":6017},[99],{"categories":6019},[111],{"categories":6021},[50],{"categories":6023},[50],{"categories":6025},[136],{"categories":6027},[99],{"categories":6029},[208],{"categories":6031},[99],{"categories":6033},[94],{"categories":6035},[],{"categories":6037},[99],{"categories":6039},[50],{"categories":6041},[94],{"categories":6043},[],{"categories":6045},[],{"categories":6047},[111],{"categories":6049},[50],{"categories":6051},[50],{"categories":6053},[99],{"categories":6055},[136],{"categories":6057},[208],{"categories":6059},[50],{"categories":6061},[50],{"categories":6063},[99],{"categories":6065},[],{"categories":6067},[99],{"categories":6069},[133],{"categories":6071},[99],{"categories":6073},[50],{"categories":6075},[],{"categories":6077},[133],{"categories":6079},[111],{"categories":6081},[2911],{"categories":6083},[89],{"categories":6085},[111],{"categories":6087},[50],{"categories":6089},[99],{"categories":6091},[50],{"categories":6093},[50],{"categories":6095},[208],{"categories":6097},[111],{"categories":6099},[],{"categories":6101},[133],{"categories":6103},[50],{"categories":6105},[],{"categories":6107},[99],{"categories":6109},[50],{"categories":6111},[50],{"categories":6113},[50],{"categories":6115},[50],{"categories":6117},[99],{"categories":6119},[50],{"categories":6121},[50],{"categories":6123},[102],{"categories":6125},[50],{"categories":6127},[99],{"categories":6129},[50],{"categories":6131},[50],{"categories":6133},[50],{"categories":6135},[50],{"categories":6137},[50],{"categories":6139},[50],{"categories":6141},[50],{"categories":6143},[94],{"categories":6145},[],{"categories":6147},[102],{"categories":6149},[133],{"categories":6151},[99],{"categories":6153},[50],{"categories":6155},[111],{"categories":6157},[],{"categories":6159},[111],{"categories":6161},[111],{"categories":6163},[99],{"categories":6165},[111],{"categories":6167},[50],{"categories":6169},[50],{"categories":6171},[50],{"categories":6173},[99],{"categories":6175},[111],{"categories":6177},[50],{"categories":6179},[50],{"categories":6181},[50],{"categories":6183},[99],{"categories":6185},[133],{"categories":6187},[50],{"categories":6189},[50],{"categories":6191},[50],{"categories":6193},[94],{"categories":6195},[50],{"categories":6197},[99],{"categories":6199},[179],{"categories":6201},[],{"categories":6203},[50],{"categories":6205},[136],{"categories":6207},[99],{"categories":6209},[50],{"categories":6211},[50],{"categories":6213},[],{"categories":6215},[50],{"categories":6217},[50],{"categories":6219},[133],{"categories":6221},[50],{"categories":6223},[50],{"categories":6225},[99],{"categories":6227},[208],{"categories":6229},[],{"categories":6231},[],{"categories":6233},[111],{"categories":6235},[50],{"categories":6237},[133],{"categories":6239},[50],{"categories":6241},[111],{"categories":6243},[133],{"categories":6245},[50],{"categories":6247},[208],{"categories":6249},[136],{"categories":6251},[50],{"categories":6253},[50],{"categories":6255},[89],{"categories":6257},[99],{"categories":6259},[50],{"categories":6261},[50],{"categories":6263},[99],{"categories":6265},[99],{"categories":6267},[50],{"categories":6269},[94],{"categories":6271},[],{"categories":6273},[136],{"categories":6275},[50],{"categories":6277},[],{"categories":6279},[133],{"categories":6281},[50],{"categories":6283},[136],{"categories":6285},[50],{"categories":6287},[111],{"categories":6289},[111],{"categories":6291},[111],{"categories":6293},[99],{"categories":6295},[99],{"categories":6297},[50],{"categories":6299},[99],{"categories":6301},[50],{"categories":6303},[50],{"categories":6305},[179],{"categories":6307},[136],{"categories":6309},[136],{"categories":6311},[],{"categories":6313},[133],{"categories":6315},[50],{"categories":6317},[50],{"categories":6319},[111],{"categories":6321},[],{"categories":6323},[133],{"categories":6325},[133],{"categories":6327},[133],{"categories":6329},[],{"categories":6331},[99],{"categories":6333},[50],{"categories":6335},[],{"categories":6337},[89],{"categories":6339},[94],{"categories":6341},[],{"categories":6343},[50],{"categories":6345},[50],{"categories":6347},[],{"categories":6349},[111],{"categories":6351},[],{"categories":6353},[],{"categories":6355},[],{"categories":6357},[],{"categories":6359},[50],{"categories":6361},[133],{"categories":6363},[],{"categories":6365},[],{"categories":6367},[50],{"categories":6369},[50],{"categories":6371},[50],{"categories":6373},[136],{"categories":6375},[50],{"categories":6377},[136],{"categories":6379},[],{"categories":6381},[136],{"categories":6383},[136],{"categories":6385},[245],{"categories":6387},[99],{"categories":6389},[111],{"categories":6391},[],{"categories":6393},[],{"categories":6395},[136],{"categories":6397},[111],{"categories":6399},[111],{"categories":6401},[111],{"categories":6403},[],{"categories":6405},[89],{"categories":6407},[111],{"categories":6409},[111],{"categories":6411},[89],{"categories":6413},[111],{"categories":6415},[94],{"categories":6417},[111],{"categories":6419},[111],{"categories":6421},[111],{"categories":6423},[136],{"categories":6425},[133],{"categories":6427},[133],{"categories":6429},[50],{"categories":6431},[111],{"categories":6433},[136],{"categories":6435},[245],{"categories":6437},[136],{"categories":6439},[136],{"categories":6441},[136],{"categories":6443},[],{"categories":6445},[94],{"categories":6447},[],{"categories":6449},[245],{"categories":6451},[111],{"categories":6453},[111],{"categories":6455},[111],{"categories":6457},[99],{"categories":6459},[133,94],{"categories":6461},[136],{"categories":6463},[],{"categories":6465},[],{"categories":6467},[136],{"categories":6469},[],{"categories":6471},[136],{"categories":6473},[133],{"categories":6475},[99],{"categories":6477},[],{"categories":6479},[111],{"categories":6481},[50],{"categories":6483},[179],{"categories":6485},[],{"categories":6487},[50],{"categories":6489},[],{"categories":6491},[133],{"categories":6493},[89],{"categories":6495},[136],{"categories":6497},[],{"categories":6499},[111],{"categories":6501},[133],[6503,6586,6663,6725],{"id":6504,"title":6505,"ai":6506,"body":6511,"categories":6562,"created_at":51,"date_modified":51,"description":43,"extension":52,"faq":51,"featured":53,"kicker_label":51,"meta":6563,"navigation":66,"path":6574,"published_at":6575,"question":51,"scraped_at":6575,"seo":6576,"sitemap":6577,"source_id":6578,"source_name":6579,"source_type":74,"source_url":6580,"stem":6581,"tags":6582,"thumbnail_url":51,"tldr":6583,"tweet":51,"unknown_tags":6584,"__hash__":6585},"summaries\u002Fsummaries\u002Fc0986f6628d189a1-scaling-frontier-intelligence-gpt-5-6-sol-at-750-t-summary.md","Scaling Frontier Intelligence: GPT-5.6 Sol at 750 Tokens\u002FSecond",{"provider":7,"model":8,"input_tokens":6507,"output_tokens":6508,"processing_time_ms":6509,"cost_usd":6510},4709,580,2444,0.00204725,{"type":14,"value":6512,"toc":6557},[6513,6517,6520,6524,6527,6550,6554],[17,6514,6516],{"id":6515},"bridging-the-gap-between-intelligence-and-latency","Bridging the Gap Between Intelligence and Latency",[22,6518,6519],{},"Historically, developers have been forced to choose between frontier-level intelligence and low-latency performance. The 'Ultrafast' mode for GPT-5.6 Sol, powered by Cerebras hardware, removes this trade-off by delivering up to 750 output tokens per second. This shift allows for the integration of high-reasoning models into time-sensitive production environments where previously only smaller, less capable models were viable.",[17,6521,6523],{"id":6522},"transforming-high-stakes-workflows","Transforming High-Stakes Workflows",[22,6525,6526],{},"By enabling real-time interaction with frontier intelligence, Ultrafast changes the nature of complex, iterative tasks. Key application areas include:",[6528,6529,6530,6538,6544],"ul",{},[6531,6532,6533,6537],"li",{},[6534,6535,6536],"strong",{},"Incident Response:"," Engineers can process logs, analyze system traces, and validate fixes in real-time as an incident unfolds, significantly reducing the time between signal observation and action.",[6531,6539,6540,6543],{},[6534,6541,6542],{},"Research and Iteration:"," The speed allows for multiple experimental loops within a single workday, replacing overnight batch processing with rapid, interactive data querying and synthesis.",[6531,6545,6546,6549],{},[6534,6547,6548],{},"Interactive Applications:"," The model's ability to keep pace with human input enables more responsive UI\u002FUX patterns, such as real-time code generation or dynamic simulation building, where the model acts as a direct collaborator rather than a background task.",[17,6551,6553],{"id":6552},"hardware-enabled-performance","Hardware-Enabled Performance",[22,6555,6556],{},"The performance gains are achieved through a strategic partnership with Cerebras, which provides the specialized inference infrastructure required to support the high throughput of GPT-5.6 Sol. This collaboration demonstrates a move toward optimizing the entire stack—from model architecture to hardware deployment—to maximize 'useful work per second' rather than just raw parameter count or cost efficiency.",{"title":43,"searchDepth":44,"depth":44,"links":6558},[6559,6560,6561],{"id":6515,"depth":44,"text":6516},{"id":6522,"depth":44,"text":6523},{"id":6552,"depth":44,"text":6553},[50],{"content_references":6564,"triage":6572},[6565,6569],{"type":57,"title":6566,"url":6567,"context":6568},"GPT-5.6 Sol","https:\u002F\u002Fopenai.com\u002Findex\u002Fgpt-5-6\u002F","mentioned",{"type":57,"title":6570,"url":6571,"context":6568},"Cerebras","https:\u002F\u002Fwww.cerebras.net\u002F",{"relevance":62,"novelty":63,"quality":63,"actionability":63,"composite":64,"reasoning":6573},"Category: AI & LLMs. The article discusses a new service tier for GPT-5.6 Sol that significantly enhances performance, addressing a key pain point for developers needing low-latency AI solutions. It provides concrete examples of how this technology can transform workflows in incident response and interactive applications, making it actionable for product builders.","\u002Fsummaries\u002Fc0986f6628d189a1-scaling-frontier-intelligence-gpt-5-6-sol-at-750-t-summary","2026-08-14 03:21:18",{"title":6505,"description":43},{"loc":6574},"c0986f6628d189a1","OpenAI News","https:\u002F\u002Fopenai.com\u002Findex\u002Fpreviewing-ultrafast","summaries\u002Fc0986f6628d189a1-scaling-frontier-intelligence-gpt-5-6-sol-at-750-t-summary",[78,79,80],"OpenAI is introducing 'Ultrafast' mode, a new service tier powered by Cerebras that enables GPT-5.6 Sol to generate up to 750 tokens per second—a 14x speed increase over standard processing—without sacrificing model intelligence.",[],"JDc8SPih4DWjdw6-ZsgjK5T6AeR9fUUxI2pXqBV1suY",{"id":6587,"title":6588,"ai":6589,"body":6594,"categories":6640,"created_at":51,"date_modified":51,"description":43,"extension":52,"faq":51,"featured":53,"kicker_label":51,"meta":6641,"navigation":66,"path":6651,"published_at":6652,"question":51,"scraped_at":6653,"seo":6654,"sitemap":6655,"source_id":6656,"source_name":73,"source_type":74,"source_url":6657,"stem":6658,"tags":6659,"thumbnail_url":51,"tldr":6660,"tweet":51,"unknown_tags":6661,"__hash__":6662},"summaries\u002Fsummaries\u002F18c71ec7bf4bce71-anthropic-upgrades-claude-voice-with-model-choice--summary.md","Anthropic Upgrades Claude Voice with Model Choice and Tool Integration",{"provider":7,"model":8,"input_tokens":6590,"output_tokens":6591,"processing_time_ms":6592,"cost_usd":6593},5772,453,2433,0.0021225,{"type":14,"value":6595,"toc":6636},[6596,6600,6603,6606,6610,6613,6616],[17,6597,6599],{"id":6598},"expanded-model-capability-and-tool-integration","Expanded Model Capability and Tool Integration",[22,6601,6602],{},"Anthropic has updated its voice mode to move beyond the limitations of the Haiku-only architecture. Users can now select between Opus, Sonnet, and Haiku models, allowing for more complex reasoning and sophisticated conversational tasks such as pitch practice, market research, and communication feedback.",[22,6604,6605],{},"A key differentiator for this update is the ability for Claude to interact with external productivity applications. Users can now perform actions via voice, such as drafting emails in Gmail, updating schedules in Google Calendar, or generating documents in Notion, Canva, and Slack. This positions Claude as a functional agent capable of executing workflows rather than just serving as a conversational interface.",[17,6607,6609],{"id":6608},"limitations-and-platform-constraints","Limitations and Platform Constraints",[22,6611,6612],{},"While the update adds model flexibility and tool access, it does not include underlying improvements to the voice stack itself. Unlike recent updates from competitors, Claude’s voice mode does not feature enhanced interruption handling or improved conversational latency.",[22,6614,6615],{},"Access is currently restricted based on user tier:",[6528,6617,6618,6624,6630],{},[6531,6619,6620,6623],{},[6534,6621,6622],{},"Free users:"," Limited to the Haiku model and a single connected app.",[6531,6625,6626,6629],{},[6534,6627,6628],{},"Beta availability:"," The feature is currently in beta across all platforms.",[6531,6631,6632,6635],{},[6534,6633,6634],{},"Multilingual support:"," While the voice mode supports 10 languages (including French, German, Hindi, Japanese, and Spanish), users must manually specify the language, as automatic detection is not yet implemented.",{"title":43,"searchDepth":44,"depth":44,"links":6637},[6638,6639],{"id":6598,"depth":44,"text":6599},{"id":6608,"depth":44,"text":6609},[50],{"content_references":6642,"triage":6647},[6643,6645],{"type":57,"title":6644,"context":6568},"Claude",{"type":57,"title":6646,"context":6568},"ChatGPT",{"relevance":63,"novelty":6648,"quality":63,"actionability":6648,"composite":6649,"reasoning":6650},3,3.6,"Category: AI & LLMs. The article discusses the upgrade of Anthropic's Claude voice mode, which directly relates to AI tools and LLMs, addressing the audience's interest in practical applications of AI in productivity. It provides insights into model capabilities and tool integration, but lacks detailed actionable steps for implementation.","\u002Fsummaries\u002F18c71ec7bf4bce71-anthropic-upgrades-claude-voice-with-model-choice-summary","2026-07-23 19:00:00","2026-07-24 03:08:34",{"title":6588,"description":43},{"loc":6651},"18c71ec7bf4bce71","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F07\u002F23\u002Fanthropic-updates-claude-voice-mode-with-more-capable-models\u002F","summaries\u002F18c71ec7bf4bce71-anthropic-upgrades-claude-voice-with-model-choice--summary",[79,78,80],"Anthropic has updated its voice mode to support Opus, Sonnet, and Haiku models, enabling complex tasks and direct integration with productivity tools like Gmail, Slack, and Notion.",[],"jKx0bW9lIBW1QfofsP7g_TowbG99a8m1V0ElME6nsC0",{"id":6664,"title":6665,"ai":6666,"body":6672,"categories":6708,"created_at":51,"date_modified":51,"description":6709,"extension":52,"faq":51,"featured":53,"kicker_label":51,"meta":6710,"navigation":66,"path":6711,"published_at":6712,"question":51,"scraped_at":6713,"seo":6714,"sitemap":6715,"source_id":6716,"source_name":6717,"source_type":6718,"source_url":6719,"stem":6720,"tags":6721,"thumbnail_url":51,"tldr":6722,"tweet":51,"unknown_tags":6723,"__hash__":6724},"summaries\u002Fsummaries\u002Fb161c31666511c7f-claude-code-lightrag-graph-rag-for-500-2000-pages-summary.md","Claude Code + LightRAG: Graph RAG for 500-2000+ Pages",{"provider":7,"model":6667,"input_tokens":6668,"output_tokens":6669,"processing_time_ms":6670,"cost_usd":6671},"x-ai\u002Fgrok-4.1-fast",7945,1551,13259,0.0018968,{"type":14,"value":6673,"toc":6702},[6674,6678,6681,6685,6688,6692,6695,6699],[17,6675,6677],{"id":6676},"graph-rag-extracts-entities-and-relationships-for-deeper-insights","Graph RAG Extracts Entities and Relationships for Deeper Insights",[22,6679,6680],{},"Naive RAG chunks documents into vectors via embedding models (e.g., OpenAI text-embedding-3-large), stores them in a vector DB, and retrieves closest matches to queries using cosine similarity—effective for small sets but fails on complex relations across documents. Graph RAG improves this by parallelly building a knowledge graph: entities (e.g., \"Anthropic\", \"Claude Code\") become nodes, relationships (e.g., \"Anthropic created Claude Code\") become edges with descriptive text. For 10 documents, this creates interconnected nodes traversable for queries like entity relations; scales to 500-1000+ documents for enterprises. LightRAG competes with Microsoft GraphRAG at a fraction of cost, enabling queries connecting disparate ideas (e.g., cost analysis across AI\u002FRAG docs) with cited sources, entity types (organization\u002Fperson), and chunk\u002Ffile references.",[17,6682,6684],{"id":6683},"one-prompt-claude-code-setup-with-docker-and-openai","One-Prompt Claude Code Setup with Docker and OpenAI",[22,6686,6687],{},"Clone LightRAG repo in Claude Code using this prompt: \"Clone the LightRAG repo. Write the .env file configured for OpenAI with GPT-4o-mini and text-embedding-3-large. Use all default local storage and start it with Docker Compose.\" Requires Docker Desktop running and OpenAI API key. Claude Code automates: installs, configures .env, launches Docker container (visible in Docker Desktop), provides localhost:9621 UI link. UI supports PDF\u002Ftext uploads (drag-drop; builds graph during embedding, may take time—reset via top-left button if stalled). Go fully local with Ollama for embeddings\u002FQA or cloud-scale with Postgres\u002FNeon. Free school community provides exact prompt and skills.",[17,6689,6691],{"id":6690},"api-skills-turn-lightrag-into-claude-code-commands","API Skills Turn LightRAG into Claude Code Commands",[22,6693,6694],{},"Bypass UI with four key API skills (query, upload, explore, status) for programmatic control: invoke \"LightRAG query skill\" in Claude Code (e.g., \"What's the full cost picture of running RAG in 2026?\") to POST to localhost APIs, get JSON responses with summaries, raw output, and references. Upload adds docs without duplicates (check status first); explore inspects entities\u002Frelations. Claude Code summarizes verbose responses automatically. Handles 500-2000 text pages (approaching 1M tokens) where agentic search (Claude's file search) hits limits—RAG is faster\u002Fcheaper at scale.",[17,6696,6698],{"id":6697},"use-at-500-2000-pages-1000x-cheaper-than-pure-llm","Use at 500-2000 Pages: 1000x Cheaper Than Pure LLM",[22,6700,6701],{},"Switch to Graph RAG at 500-2000 pages: beyond this, pure LLM contexts\u002Fagents cost 1,250x more and respond slower (July 2024 Gemini 2.0 study: textual RAG vs. LLM). LightRAG embedding is the bottleneck but low-cost; experiment easily since setup takes minutes. For non-text (tables\u002Fimages), layer RagAnything (same makers) on top—multimodal extension covered in follow-up.",{"title":43,"searchDepth":44,"depth":44,"links":6703},[6704,6705,6706,6707],{"id":6676,"depth":44,"text":6677},{"id":6683,"depth":44,"text":6684},{"id":6690,"depth":44,"text":6691},{"id":6697,"depth":44,"text":6698},[50],"⚡Master Claude Code, Build Your Agency, Land Your First Client⚡\nhttps:\u002F\u002Fwww.skool.com\u002Fchase-ai\n\n🔥FREE community🔥\nhttps:\u002F\u002Fwww.skool.com\u002Fchase-ai-community\u002Fclassroom\u002F4fe79bd0?md=92da22ba1a4344de9914f5b015547fa3\n\n💻 Need custom work? Book a consult 💻\nhttps:\u002F\u002Fchaseai.io\n\nRAG isn't dead, you're just using the wrong kind.\n\nRAG still has its place in the AI scene in 2026, and LightRAG + Claude Code make it work. In this video, I break down how RAG works, why GraphRAG is a huge advancement to what we were working with in years past, and how we can setup our own LightRAG system in conjunction with Claude Code.\n\n⏰TIMESTAMPS:\n0:00 - Intro\n0:32 - RAG Explained\n5:55 - GraphRAG\n8:35 - LightRAG\n13:45 - Claude Code Integration\n16:08 - Use Cases\n20:08 - Outro\n\nRESOURCES FROM THIS VIDEO:\n➡️ Master Claude Code: https:\u002F\u002Fwww.skool.com\u002Fchase-ai\n➡️ My Website: https:\u002F\u002Fwww.chaseai.io\n➡️ LightRAG GH: https:\u002F\u002Fgithub.com\u002Fhkuds\u002Flightrag\n\n#claudecode #lightrag",{},"\u002Fsummaries\u002Fb161c31666511c7f-claude-code-lightrag-graph-rag-for-500-2000-pages-summary","2026-04-02 04:45:04","2026-04-03 21:21:11",{"title":6665,"description":6709},{"loc":6711},"b161c31666511c7f","Chase AI","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=QHlB-RJfx8w","summaries\u002Fb161c31666511c7f-claude-code-lightrag-graph-rag-for-500-2000-pages-summary",[78,79,80],"LightRAG builds cost-effective Graph RAG systems via Claude Code that handle thousands of documents cheaper and faster than LLM contexts alone, using entities\u002Frelationships for deeper queries.",[],"LoQW5bjwyjofxGLLoSuEWeRZF2fjhB_lc0TyvHw_pAI",{"id":6726,"title":6727,"ai":6728,"body":6733,"categories":6778,"created_at":51,"date_modified":51,"description":43,"extension":52,"faq":51,"featured":53,"kicker_label":51,"meta":6779,"navigation":66,"path":6783,"published_at":6784,"question":51,"scraped_at":6784,"seo":6785,"sitemap":6786,"source_id":6787,"source_name":6579,"source_type":74,"source_url":6788,"stem":6789,"tags":6790,"thumbnail_url":51,"tldr":6791,"tweet":51,"unknown_tags":6792,"__hash__":6793},"summaries\u002Fsummaries\u002Ff9a6fe3e0b32193c-singular-bank-s-ai-cuts-banker-prep-by-90-minutes-summary.md","Singular Bank's AI Cuts Banker Prep by 90 Minutes\u002FDay",{"provider":7,"model":6667,"input_tokens":6729,"output_tokens":6730,"processing_time_ms":6731,"cost_usd":6732},6691,1650,25604,0.00214055,{"type":14,"value":6734,"toc":6773},[6735,6739,6742,6746,6749,6763,6766,6770],[17,6736,6738],{"id":6737},"integrate-core-data-for-instant-portfolio-insights","Integrate Core Data for Instant Portfolio Insights",[22,6740,6741],{},"Singular Bank replaced manual data reconciliation across fragmented systems—previously requiring hours of prep—with Singularity, an AI assistant using ChatGPT and Codex. Bankers now query portfolios in real time to flag risks like concentration exposure or imbalances, plus get specific recommendations such as reducing holdings, locking gains, or rebalancing. This shifts meetings from data review to client-focused advice, e.g., 'You're up 38% but concentrated—protect gains next.' Post-meeting, it drafts personalized, compliant follow-ups and captures outputs for traceability, pulling from approved sources across 19 workflows.",[17,6743,6745],{"id":6744},"quantify-massive-time-savings-on-repetitive-tasks","Quantify Massive Time Savings on Repetitive Tasks",[22,6747,6748],{},"Bankers save 60-90 minutes daily by automating everyday processes:",[6528,6750,6751,6754,6757,6760],{},[6531,6752,6753],{},"Meeting prep: 20 min → \u003C1 min",[6531,6755,6756],{},"Call reports: 15-20 min → \u003C30 sec",[6531,6758,6759],{},"Investment arguments: 10-15 min → 20 sec",[6531,6761,6762],{},"Client comms: 5-10 min → \u003C30 sec",[22,6764,6765],{},"In 30 days, the team ran 3,500+ operations (120\u002Fday), proving high adoption without sacrificing regulatory compliance, as structured outputs from integrated systems ensure consistency and reliable reporting.",[17,6767,6769],{"id":6768},"amplify-banker-expertise-in-client-interactions","Amplify Banker Expertise in Client Interactions",[22,6771,6772],{},"AI handles operational grunt work, freeing bankers for judgment-heavy tasks like relationship-building and tailored advice. Prep drops enable real-time analysis during calls, making interactions more strategic. Outputs remain fully traceable for audits, maintaining standards while scaling impact—bankers advise better, faster, without replacement.",{"title":43,"searchDepth":44,"depth":44,"links":6774},[6775,6776,6777],{"id":6737,"depth":44,"text":6738},{"id":6744,"depth":44,"text":6745},{"id":6768,"depth":44,"text":6769},[99],{"content_references":6780,"triage":6781},[],{"relevance":62,"novelty":63,"quality":63,"actionability":63,"composite":64,"reasoning":6782},"Category: AI Automation. The article discusses how Singular Bank's AI tool significantly reduces preparation time for bankers, addressing a specific pain point of efficiency in financial services. It provides concrete examples of time savings and operational improvements, making it actionable for similar organizations looking to implement AI solutions.","\u002Fsummaries\u002Ff9a6fe3e0b32193c-singular-bank-s-ai-cuts-banker-prep-by-90-minutes-summary","2026-05-11 15:04:26",{"title":6727,"description":43},{"loc":6783},"f9a6fe3e0b32193c","https:\u002F\u002Fopenai.com\u002Findex\u002Fsingular-bank","summaries\u002Ff9a6fe3e0b32193c-singular-bank-s-ai-cuts-banker-prep-by-90-minutes-summary",[78,80,79],"Singular Bank's Singularity, powered by ChatGPT and Codex, delivers real-time portfolio analysis, action recommendations, and compliant comms, saving bankers 60-90 min\u002Fday on routine tasks.",[],"eLJpO9w5S48zLx8pRkmUM4B_lHxv2PyhMECkiHxP4j4"]