[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-2ff230eac68aac35-the-andrej-karpathy-blog-a-decade-of-ai-engineerin-summary":3,"summaries-facets-categories":86,"summary-related-2ff230eac68aac35-the-andrej-karpathy-blog-a-decade-of-ai-engineerin-summary":7630},{"id":4,"title":5,"ai":6,"body":13,"categories":46,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":51,"navigation":68,"path":69,"published_at":70,"question":48,"scraped_at":70,"seo":71,"sitemap":72,"source_id":73,"source_name":74,"source_type":75,"source_url":76,"stem":77,"tags":78,"thumbnail_url":48,"tldr":83,"tweet":48,"unknown_tags":84,"__hash__":85},"summaries\u002Fsummaries\u002F2ff230eac68aac35-the-andrej-karpathy-blog-a-decade-of-ai-engineerin-summary.md","The Andrej Karpathy Blog: A Decade of AI Engineering",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",5271,580,3105,0.00218775,{"type":14,"value":15,"toc":39},"minimark",[16,21,25,29,32,36],[17,18,20],"h2",{"id":19},"the-philosophy-of-from-scratch-engineering","The Philosophy of 'From-Scratch' Engineering",[22,23,24],"p",{},"Karpathy’s body of work is defined by a commitment to demystifying complex systems through zero-dependency, from-scratch implementations. By stripping away abstractions, he demonstrates that core concepts—whether in neural networks, blockchain, or browser extensions—are accessible through pure Python or JavaScript. His recent work on 'microgpt' (200 lines of code) reinforces his core thesis: true understanding comes from building systems without relying on heavy frameworks, forcing the engineer to confront the underlying mechanics of the technology.",[17,26,28],{"id":27},"practical-neural-network-craft","Practical Neural Network Craft",[22,30,31],{},"Moving beyond theory, Karpathy provides a roadmap for effective deep learning. His 'Recipe for Training Neural Networks' remains a seminal guide for practitioners, emphasizing that strong results come from rigorous process, data inspection, and iterative experimentation rather than just model architecture. He consistently bridges the gap between academic research and practical application, such as his work on training RNNs for creative tasks or using CNNs to classify image datasets. His approach is consistently empirical, often benchmarking human performance against state-of-the-art models to ground expectations in reality.",[17,33,35],{"id":34},"quantifying-systems-and-productivity","Quantifying Systems and Productivity",[22,37,38],{},"Beyond AI, Karpathy frequently applies data science techniques to his own environment to gain insights. His projects—such as tracking keystrokes to quantify productivity or scraping Hacker News to analyze content virality—demonstrate a builder's mindset: using data to optimize one's own workflows and understand the systems we interact with daily. This habit of 'measuring the world' serves as a recurring theme, encouraging engineers to treat their own productivity and the platforms they use as data-driven experiments.",{"title":40,"searchDepth":41,"depth":41,"links":42},"",2,[43,44,45],{"id":19,"depth":41,"text":20},{"id":27,"depth":41,"text":28},{"id":34,"depth":41,"text":35},[47],"AI & LLMs",null,"md",false,{"content_references":52,"triage":63},[53,58],{"type":54,"title":55,"author":56,"context":57},"paper","Backpropagation Applied to Handwritten Zip Code Recognition","Yann LeCun et al.","cited",{"type":59,"title":60,"url":61,"context":62},"tool","tsnejs","https:\u002F\u002Fgithub.com\u002Fkarpathy\u002Ftsnejs","mentioned",{"relevance":64,"novelty":65,"quality":65,"actionability":65,"composite":66,"reasoning":67},5,4,4.35,"Category: AI & LLMs. The article provides a deep dive into practical AI engineering, emphasizing hands-on experimentation and from-scratch implementations, which directly addresses the audience's need for actionable insights in building AI-powered products. Karpathy's 'Recipe for Training Neural Networks' serves as a concrete framework that practitioners can adopt.",true,"\u002Fsummaries\u002F2ff230eac68aac35-the-andrej-karpathy-blog-a-decade-of-ai-engineerin-summary","2026-09-15 03:12:54",{"title":5,"description":40},{"loc":69},"2ff230eac68aac35","Andrej Karpathy Blog","article","https:\u002F\u002Fkarpathy.github.io\u002F","summaries\u002F2ff230eac68aac35-the-andrej-karpathy-blog-a-decade-of-ai-engineerin-summary",[79,80,81,82],"machine-learning","coding","research","ai-llms","Andrej Karpathy's blog serves as a foundational archive of practical AI engineering, emphasizing 'from-scratch' implementations, deep learning fundamentals, and the importance of hands-on experimentation.",[82],"zM6WSJSIxhLR7V-43SuDndDyhNXhZI8EGMypZoWIyV4",[87,89,92,94,97,99,102,105,107,109,111,113,116,119,121,123,125,127,130,132,134,136,138,141,143,145,147,149,151,153,155,157,159,161,163,165,167,169,171,173,175,177,179,181,183,185,187,189,191,193,196,198,200,202,204,206,208,210,212,214,216,218,220,222,224,226,229,231,233,235,237,239,241,243,245,247,249,251,253,255,257,259,261,263,265,267,269,272,274,276,278,280,282,284,286,288,290,292,294,296,298,300,302,304,307,309,311,313,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,375,378,380,382,384,386,388,390,392,394,396,398,401,403,405,407,409,411,413,415,417,419,421,423,425,427,429,431,434,436,438,440,442,444,446,448,450,452,454,456,458,460,463,465,467,469,471,473,475,477,479,481,483,485,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,529,532,534,536,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,578,580,582,584,586,588,590,592,594,596,598,600,602,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,912,914,916,918,920,923,925,927,929,931,933,935,937,939,941,943,945,947,949,952,954,956,958,960,962,964,966,968,970,972,974,976,978,980,982,984,986,988,990,992,994,996,998,1000,1002,1004,1006,1008,1010,1012,1014,1016,1018,1020,1022,1024,1026,1028,1030,1032,1034,1036,1038,1040,1042,1044,1046,1048,1050,1052,1054,1056,1058,1060,1062,1064,1066,1068,1070,1072,1074,1076,1078,1080,1082,1084,1086,1088,1090,1092,1094,1096,1098,1100,1102,1104,1106,1108,1110,1112,1114,1116,1118,1120,1122,1124,1126,1128,1130,1132,1134,1136,1138,1140,1142,1144,1146,1148,1150,1152,1154,1156,1158,1160,1162,1164,1166,1168,1170,1172,1174,1176,1178,1180,1182,1184,1186,1188,1190,1192,1194,1196,1198,1200,1202,1204,1206,1208,1210,1212,1214,1216,1218,1220,1222,1224,1226,1228,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1288,1290,1292,1294,1296,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1528,1530,1532,1534,1536,1538,1540,1542,1544,1546,1548,1550,1552,1554,1556,1558,1560,1562,1564,1566,1568,1570,1572,1574,1576,1578,1580,1582,1584,1586,1588,1590,1592,1594,1596,1598,1600,1602,1604,1606,1608,1610,1612,1614,1616,1618,1620,1622,1624,1626,1628,1630,1632,1634,1636,1638,1640,1642,1644,1646,1648,1650,1652,1654,1656,1658,1660,1662,1664,1666,1668,1670,1672,1674,1676,1678,1680,1682,1684,1686,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1864,1866,1868,1870,1872,1874,1876,1878,1880,1882,1884,1886,1888,1890,1892,1894,1896,1898,1900,1902,1904,1906,1908,1910,1912,1914,1916,1918,1920,1922,1924,1926,1928,1930,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2440,2442,2444,2446,2448,2450,2452,2454,2456,2458,2460,2462,2464,2466,2468,2470,2472,2474,2476,2478,2480,2482,2484,2486,2488,2490,2492,2494,2496,2498,2500,2502,2504,2506,2508,2510,2512,2514,2516,2518,2520,2522,2524,2526,2528,2530,2532,2534,2536,2538,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2670,2672,2674,2676,2678,2680,2682,2684,2686,2688,2690,2692,2694,2696,2698,2700,2702,2704,2706,2708,2710,2712,2714,2716,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3426,3428,3430,3432,3434,3436,3438,3440,3442,3444,3446,3448,3450,3452,3454,3456,3458,3460,3462,3464,3466,3468,3470,3472,3474,3476,3478,3480,3482,3484,3486,3488,3490,3492,3494,3496,3498,3500,3502,3504,3506,3508,3510,3512,3514,3516,3518,3520,3522,3524,3526,3528,3530,3532,3534,3536,3538,3540,3542,3544,3546,3548,3550,3552,3554,3556,3558,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4213,4215,4217,4219,4221,4223,4225,4227,4229,4231,4233,4235,4237,4239,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4451,4453,4455,4457,4459,4461,4463,4465,4467,4469,4471,4473,4475,4477,4479,4481,4483,4485,4487,4489,4491,4493,4495,4497,4499,4501,4503,4505,4507,4509,4511,4513,4515,4517,4519,4521,4523,4525,4527,4529,4531,4533,4535,4537,4539,4541,4543,4545,4547,4549,4551,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4597,4599,4601,4603,4605,4607,4609,4611,4613,4615,4617,4619,4621,4623,4625,4627,4629,4631,4633,4635,4637,4639,4641,4643,4645,4647,4649,4651,4653,4655,4657,4659,4661,4663,4665,4667,4669,4671,4673,4675,4677,4679,4681,4683,4685,4687,4689,4691,4693,4695,4697,4699,4701,4703,4705,4707,4709,4711,4713,4715,4717,4719,4721,4723,4725,4727,4729,4731,4733,4735,4737,4739,4741,4743,4745,4747,4749,4751,4753,4755,4757,4759,4761,4763,4765,4767,4769,4771,4773,4775,4777,4779,4781,4783,4785,4787,4789,4791,4793,4795,4797,4799,4801,4803,4805,4807,4809,4811,4813,4815,4817,4819,4821,4823,4825,4827,4829,4831,4833,4835,4837,4839,4841,4843,4845,4847,4849,4851,4853,4855,4857,4859,4861,4863,4865,4867,4869,4871,4873,4875,4877,4879,4881,4883,4885,4887,4889,4891,4893,4895,4897,4899,4901,4903,4905,4907,4909,4911,4913,4915,4917,4919,4921,4923,4925,4927,4929,4931,4933,4935,4937,4939,4941,4943,4945,4947,4949,4951,4953,4955,4957,4959,4961,4963,4965,4967,4969,4971,4973,4975,4978,4980,4982,4984,4986,4988,4990,4992,4994,4996,4998,5000,5002,5004,5006,5008,5010,5012,5014,5016,5018,5020,5022,5024,5026,5028,5030,5032,5034,5036,5038,5040,5042,5044,5046,5048,5050,5052,5054,5056,5058,5060,5062,5064,5066,5068,5070,5072,5074,5076,5078,5080,5082,5084,5086,5088,5090,5092,5094,5096,5098,5100,5102,5104,5106,5108,5110,5112,5114,5116,5118,5120,5122,5124,5126,5128,5130,5132,5134,5136,5138,5140,5142,5144,5146,5148,5150,5152,5154,5156,5158,5160,5162,5164,5166,5168,5170,5172,5174,5176,5178,5180,5182,5184,5186,5188,5190,5192,5194,5196,5198,5200,5202,5204,5206,5208,5210,5212,5214,5216,5218,5220,5222,5224,5226,5228,5230,5232,5234,5236,5238,5240,5242,5244,5246,5248,5250,5252,5254,5256,5258,5260,5262,5264,5266,5268,5270,5272,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302,5304,5306,5308,5310,5312,5314,5316,5318,5320,5322,5324,5326,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346,5348,5350,5352,5354,5356,5358,5360,5362,5364,5366,5368,5370,5372,5374,5376,5378,5380,5382,5384,5386,5388,5390,5392,5394,5396,5398,5400,5402,5404,5406,5408,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5454,5456,5458,5460,5462,5464,5466,5468,5470,5472,5474,5476,5478,5480,5482,5484,5486,5488,5490,5492,5494,5496,5498,5500,5502,5504,5506,5508,5510,5512,5514,5516,5518,5520,5522,5524,5526,5528,5530,5532,5534,5536,5538,5540,5542,5544,5546,5548,5550,5552,5554,5556,5558,5560,5562,5564,5566,5568,5570,5572,5574,5576,5578,5580,5582,5584,5586,5588,5590,5592,5594,5596,5598,5600,5602,5604,5606,5608,5610,5612,5614,5616,5618,5620,5622,5624,5626,5628,5630,5632,5634,5636,5638,5640,5642,5644,5646,5648,5650,5652,5654,5656,5658,5660,5662,5664,5666,5668,5670,5672,5674,5676,5678,5680,5682,5684,5686,5688,5690,5692,5694,5696,5698,5700,5702,5704,5706,5708,5710,5712,5714,5716,5718,5720,5722,5724,5726,5728,5730,5732,5734,5736,5738,5740,5742,5744,5746,5748,5750,5752,5754,5756,5758,5760,5762,5764,5766,5768,5770,5772,5774,5776,5778,5780,5782,5784,5786,5788,5790,5792,5794,5796,5798,5800,5802,5804,5806,5808,5810,5812,5814,5816,5818,5820,5822,5824,5826,5828,5830,5832,5834,5836,5838,5840,5842,5844,5846,5848,5850,5852,5854,5856,5858,5860,5862,5864,5866,5868,5870,5872,5874,5876,5878,5880,5882,5884,5886,5888,5890,5892,5894,5896,5899,5901,5903,5905,5907,5909,5911,5913,5915,5917,5919,5921,5923,5925,5927,5929,5931,5933,5935,5937,5939,5941,5943,5945,5947,5949,5951,5953,5955,5957,5959,5961,5963,5965,5967,5969,5971,5973,5975,5977,5979,5981,5983,5985,5987,5989,5991,5993,5995,5997,5999,6001,6003,6005,6007,6009,6011,6013,6015,6017,6019,6021,6023,6025,6027,6029,6031,6033,6035,6037,6039,6041,6043,6045,6047,6049,6051,6053,6055,6057,6059,6061,6063,6065,6067,6069,6071,6073,6075,6077,6079,6081,6083,6085,6087,6089,6091,6093,6095,6097,6099,6101,6103,6105,6107,6109,6111,6113,6116,6118,6120,6122,6124,6126,6128,6130,6132,6134,6136,6138,6140,6142,6144,6146,6148,6150,6152,6154,6156,6158,6160,6162,6164,6166,6168,6170,6172,6174,6176,6178,6180,6182,6184,6186,6188,6190,6192,6194,6196,6198,6200,6202,6204,6206,6208,6210,6212,6214,6216,6218,6220,6222,6224,6226,6228,6230,6232,6234,6236,6238,6240,6242,6244,6246,6248,6250,6252,6254,6256,6258,6260,6262,6264,6266,6268,6270,6272,6274,6276,6278,6280,6282,6284,6286,6288,6290,6292,6294,6296,6298,6300,6302,6304,6306,6308,6310,6312,6314,6316,6318,6320,6322,6324,6326,6328,6330,6332,6334,6336,6338,6340,6342,6344,6346,6348,6350,6352,6354,6356,6358,6360,6362,6364,6366,6368,6370,6372,6374,6376,6378,6380,6382,6384,6386,6388,6390,6392,6394,6396,6398,6400,6402,6404,6406,6408,6410,6412,6414,6416,6418,6420,6422,6424,6426,6428,6430,6432,6434,6436,6438,6440,6442,6444,6446,6448,6450,6452,6454,6456,6458,6460,6462,6464,6466,6468,6470,6472,6474,6476,6478,6480,6482,6484,6486,6488,6490,6492,6494,6496,6498,6500,6502,6504,6506,6508,6510,6512,6514,6516,6518,6520,6522,6524,6526,6528,6530,6532,6534,6536,6538,6540,6542,6544,6546,6548,6550,6552,6554,6556,6558,6560,6562,6564,6566,6568,6570,6572,6574,6576,6578,6580,6582,6584,6586,6588,6590,6592,6594,6596,6598,6600,6602,6604,6606,6608,6610,6612,6614,6616,6618,6620,6622,6624,6626,6628,6630,6632,6634,6636,6638,6640,6642,6644,6646,6648,6650,6652,6654,6656,6658,6660,6662,6664,6666,6668,6670,6672,6674,6676,6678,6680,6682,6684,6686,6688,6690,6692,6694,6696,6698,6700,6702,6704,6706,6708,6710,6712,6714,6716,6718,6720,6722,6724,6726,6728,6730,6732,6734,6736,6738,6740,6742,6744,6746,6748,6750,6752,6754,6756,6758,6760,6762,6764,6766,6768,6770,6772,6774,6776,6778,6780,6782,6784,6786,6788,6790,6792,6794,6796,6798,6800,6802,6804,6806,6808,6810,6812,6814,6816,6818,6820,6822,6824,6826,6828,6830,6832,6834,6836,6838,6840,6842,6844,6846,6848,6850,6852,6854,6856,6858,6860,6862,6864,6866,6868,6870,6872,6874,6876,6878,6880,6882,6884,6886,6888,6890,6892,6894,6896,6898,6900,6902,6904,6906,6908,6910,6912,6914,6916,6918,6920,6922,6924,6926,6928,6930,6932,6934,6936,6938,6940,6942,6944,6946,6948,6950,6952,6954,6956,6958,6960,6962,6964,6966,6968,6970,6972,6974,6976,6978,6980,6982,6984,6986,6988,6990,6992,6994,6996,6998,7000,7002,7004,7006,7008,7010,7012,7014,7016,7018,7020,7022,7024,7026,7028,7030,7032,7034,7036,7038,7040,7042,7044,7046,7048,7050,7052,7054,7056,7058,7060,7062,7064,7066,7068,7070,7072,7074,7076,7078,7080,7082,7084,7086,7088,7090,7092,7094,7096,7098,7100,7102,7104,7106,7108,7110,7112,7114,7116,7118,7120,7122,7124,7126,7128,7130,7132,7134,7136,7138,7140,7142,7144,7146,7148,7150,7152,7154,7156,7158,7160,7162,7164,7166,7168,7170,7172,7174,7176,7178,7180,7182,7184,7186,7188,7190,7192,7194,7196,7198,7200,7202,7204,7206,7208,7210,7212,7214,7216,7218,7220,7222,7224,7226,7228,7230,7232,7234,7236,7238,7240,7242,7244,7246,7248,7250,7252,7254,7256,7258,7260,7262,7264,7266,7268,7270,7272,7274,7276,7278,7280,7282,7284,7286,7288,7290,7292,7294,7296,7298,7300,7302,7304,7306,7308,7310,7312,7314,7316,7318,7320,7322,7324,7326,7328,7330,7332,7334,7336,7338,7340,7342,7344,7346,7348,7350,7352,7354,7356,7358,7360,7362,7364,7366,7368,7370,7372,7374,7376,7378,7380,7382,7384,7386,7388,7390,7392,7394,7396,7398,7400,7402,7404,7406,7408,7410,7412,7414,7416,7418,7420,7422,7424,7426,7428,7430,7432,7434,7436,7438,7440,7442,7444,7446,7448,7450,7452,7454,7456,7458,7460,7462,7464,7466,7468,7470,7472,7474,7476,7478,7480,7482,7484,7486,7488,7490,7492,7494,7496,7498,7500,7502,7504,7506,7508,7510,7512,7514,7516,7518,7520,7522,7524,7526,7528,7530,7532,7534,7536,7538,7540,7542,7544,7546,7548,7550,7552,7554,7556,7558,7560,7562,7564,7566,7568,7570,7572,7574,7576,7578,7580,7582,7584,7586,7588,7590,7592,7594,7596,7598,7600,7602,7604,7606,7608,7610,7612,7614,7616,7618,7620,7622,7624,7626,7628],{"categories":88},[47],{"categories":90},[91],"Developer Productivity",{"categories":93},[47],{"categories":95},[96],"Business & SaaS",{"categories":98},[47],{"categories":100},[101],"AI Automation",{"categories":103},[104],"Product Strategy",{"categories":106},[101],{"categories":108},[47],{"categories":110},[91],{"categories":112},[101],{"categories":114},[115],"Software Engineering",{"categories":117},[118],"Data Science & Visualization",{"categories":120},[47],{"categories":122},[96],{"categories":124},[],{"categories":126},[47],{"categories":128},[129],"Inference & Serving",{"categories":131},[47],{"categories":133},[47],{"categories":135},[101],{"categories":137},[],{"categories":139},[140],"AI News & Trends",{"categories":142},[118],{"categories":144},[101],{"categories":146},[47],{"categories":148},[47],{"categories":150},[47],{"categories":152},[96],{"categories":154},[91],{"categories":156},[47],{"categories":158},[101],{"categories":160},[140],{"categories":162},[47],{"categories":164},[101],{"categories":166},[101],{"categories":168},[47],{"categories":170},[47],{"categories":172},[101],{"categories":174},[47],{"categories":176},[47],{"categories":178},[47],{"categories":180},[96],{"categories":182},[101],{"categories":184},[140],{"categories":186},[47],{"categories":188},[47],{"categories":190},[47],{"categories":192},[],{"categories":194},[195],"Design & Frontend",{"categories":197},[47],{"categories":199},[118],{"categories":201},[47],{"categories":203},[140],{"categories":205},[47],{"categories":207},[47],{"categories":209},[47],{"categories":211},[],{"categories":213},[47],{"categories":215},[47],{"categories":217},[101],{"categories":219},[115],{"categories":221},[47],{"categories":223},[101],{"categories":225},[47],{"categories":227},[228],"Marketing & Growth",{"categories":230},[195],{"categories":232},[47],{"categories":234},[101],{"categories":236},[47],{"categories":238},[47],{"categories":240},[115],{"categories":242},[47],{"categories":244},[],{"categories":246},[],{"categories":248},[195],{"categories":250},[47],{"categories":252},[101],{"categories":254},[91],{"categories":256},[115],{"categories":258},[101],{"categories":260},[195],{"categories":262},[47],{"categories":264},[104],{"categories":266},[47],{"categories":268},[115],{"categories":270},[271],"DevOps & Cloud",{"categories":273},[101],{"categories":275},[104],{"categories":277},[140],{"categories":279},[47],{"categories":281},[],{"categories":283},[47],{"categories":285},[47],{"categories":287},[47],{"categories":289},[],{"categories":291},[101],{"categories":293},[115],{"categories":295},[],{"categories":297},[115],{"categories":299},[101],{"categories":301},[47],{"categories":303},[195],{"categories":305},[306],"Governance & Standards",{"categories":308},[96],{"categories":310},[],{"categories":312},[47],{"categories":314},[],{"categories":316},[47],{"categories":318},[47],{"categories":320},[101],{"categories":322},[101],{"categories":324},[47],{"categories":326},[47],{"categories":328},[101],{"categories":330},[47],{"categories":332},[47],{"categories":334},[47],{"categories":336},[],{"categories":338},[115],{"categories":340},[],{"categories":342},[],{"categories":344},[47],{"categories":346},[115],{"categories":348},[],{"categories":350},[115],{"categories":352},[47],{"categories":354},[101],{"categories":356},[47],{"categories":358},[228],{"categories":360},[47],{"categories":362},[47],{"categories":364},[47],{"categories":366},[195],{"categories":368},[195],{"categories":370},[47],{"categories":372},[115],{"categories":374},[101],{"categories":376},[377],"GovTech & Public-Sector Adoption",{"categories":379},[115],{"categories":381},[47],{"categories":383},[47],{"categories":385},[47],{"categories":387},[101],{"categories":389},[101],{"categories":391},[118],{"categories":393},[47],{"categories":395},[140],{"categories":397},[101],{"categories":399},[400],"Legal AI Tools",{"categories":402},[47],{"categories":404},[101],{"categories":406},[47],{"categories":408},[228],{"categories":410},[101],{"categories":412},[104],{"categories":414},[47],{"categories":416},[115],{"categories":418},[377],{"categories":420},[],{"categories":422},[101],{"categories":424},[],{"categories":426},[96],{"categories":428},[101],{"categories":430},[101],{"categories":432},[433],"RAG & Retrieval",{"categories":435},[96],{"categories":437},[47],{"categories":439},[115],{"categories":441},[115],{"categories":443},[271],{"categories":445},[195],{"categories":447},[101],{"categories":449},[47],{"categories":451},[47],{"categories":453},[47],{"categories":455},[47],{"categories":457},[],{"categories":459},[101],{"categories":461},[462],"Agents & Orchestration",{"categories":464},[115],{"categories":466},[47],{"categories":468},[],{"categories":470},[101],{"categories":472},[96],{"categories":474},[],{"categories":476},[47],{"categories":478},[],{"categories":480},[47],{"categories":482},[91],{"categories":484},[115],{"categories":486},[96],{"categories":488},[47],{"categories":490},[47],{"categories":492},[47],{"categories":494},[101],{"categories":496},[47],{"categories":498},[47],{"categories":500},[140],{"categories":502},[47],{"categories":504},[],{"categories":506},[47],{"categories":508},[47],{"categories":510},[],{"categories":512},[47],{"categories":514},[115],{"categories":516},[47],{"categories":518},[101],{"categories":520},[118],{"categories":522},[],{"categories":524},[47],{"categories":526},[47],{"categories":528},[195],{"categories":530},[531],"Models & Frontier Labs",{"categories":533},[],{"categories":535},[195],{"categories":537},[538],"Regulation & Governance of AI",{"categories":540},[104],{"categories":542},[101],{"categories":544},[],{"categories":546},[47],{"categories":548},[47],{"categories":550},[101],{"categories":552},[101],{"categories":554},[140],{"categories":556},[47],{"categories":558},[96],{"categories":560},[47],{"categories":562},[101],{"categories":564},[],{"categories":566},[115],{"categories":568},[101],{"categories":570},[47],{"categories":572},[104],{"categories":574},[47],{"categories":576},[577],"AI Policy & Regulation",{"categories":579},[],{"categories":581},[47],{"categories":583},[101],{"categories":585},[101],{"categories":587},[104],{"categories":589},[101],{"categories":591},[47],{"categories":593},[47],{"categories":595},[47],{"categories":597},[101],{"categories":599},[],{"categories":601},[118],{"categories":603},[604],"Evals & Reliability",{"categories":606},[47],{"categories":608},[47],{"categories":610},[],{"categories":612},[118],{"categories":614},[91],{"categories":616},[377],{"categories":618},[577],{"categories":620},[47],{"categories":622},[47],{"categories":624},[96],{"categories":626},[47],{"categories":628},[101],{"categories":630},[47],{"categories":632},[101],{"categories":634},[462],{"categories":636},[47],{"categories":638},[115],{"categories":640},[47],{"categories":642},[47],{"categories":644},[],{"categories":646},[195],{"categories":648},[],{"categories":650},[47],{"categories":652},[377],{"categories":654},[47],{"categories":656},[47],{"categories":658},[47],{"categories":660},[],{"categories":662},[47],{"categories":664},[195],{"categories":666},[115],{"categories":668},[],{"categories":670},[47],{"categories":672},[],{"categories":674},[101],{"categories":676},[47],{"categories":678},[195],{"categories":680},[],{"categories":682},[47],{"categories":684},[47],{"categories":686},[118],{"categories":688},[101],{"categories":690},[47],{"categories":692},[96],{"categories":694},[101],{"categories":696},[47],{"categories":698},[47],{"categories":700},[115],{"categories":702},[195],{"categories":704},[47],{"categories":706},[101],{"categories":708},[],{"categories":710},[115],{"categories":712},[101],{"categories":714},[118],{"categories":716},[],{"categories":718},[47],{"categories":720},[140],{"categories":722},[47],{"categories":724},[],{"categories":726},[47],{"categories":728},[47],{"categories":730},[47],{"categories":732},[96,228],{"categories":734},[],{"categories":736},[115],{"categories":738},[47],{"categories":740},[47],{"categories":742},[101],{"categories":744},[47],{"categories":746},[47],{"categories":748},[],{"categories":750},[],{"categories":752},[47],{"categories":754},[47],{"categories":756},[195],{"categories":758},[47],{"categories":760},[],{"categories":762},[47],{"categories":764},[271],{"categories":766},[],{"categories":768},[101],{"categories":770},[140],{"categories":772},[47],{"categories":774},[96],{"categories":776},[47],{"categories":778},[115],{"categories":780},[195],{"categories":782},[],{"categories":784},[47],{"categories":786},[140],{"categories":788},[47],{"categories":790},[129],{"categories":792},[47],{"categories":794},[47],{"categories":796},[101],{"categories":798},[140],{"categories":800},[531],{"categories":802},[47],{"categories":804},[228],{"categories":806},[],{"categories":808},[101],{"categories":810},[96],{"categories":812},[115],{"categories":814},[47],{"categories":816},[101],{"categories":818},[],{"categories":820},[47,271],{"categories":822},[47],{"categories":824},[47],{"categories":826},[47],{"categories":828},[101],{"categories":830},[47,115],{"categories":832},[118],{"categories":834},[47],{"categories":836},[47],{"categories":838},[47],{"categories":840},[115],{"categories":842},[47],{"categories":844},[101],{"categories":846},[101],{"categories":848},[577],{"categories":850},[228],{"categories":852},[47],{"categories":854},[101],{"categories":856},[47],{"categories":858},[47],{"categories":860},[101],{"categories":862},[],{"categories":864},[101],{"categories":866},[47],{"categories":868},[47],{"categories":870},[101],{"categories":872},[47],{"categories":874},[47,96],{"categories":876},[47],{"categories":878},[47],{"categories":880},[96],{"categories":882},[],{"categories":884},[195],{"categories":886},[195],{"categories":888},[47],{"categories":890},[],{"categories":892},[],{"categories":894},[47],{"categories":896},[140],{"categories":898},[],{"categories":900},[91],{"categories":902},[47],{"categories":904},[115],{"categories":906},[101],{"categories":908},[47],{"categories":910},[911],"Generative UI & Design-to-Code",{"categories":913},[47],{"categories":915},[47],{"categories":917},[195],{"categories":919},[47],{"categories":921},[922],"Algorithmic Accountability",{"categories":924},[101],{"categories":926},[115],{"categories":928},[140],{"categories":930},[195],{"categories":932},[47],{"categories":934},[],{"categories":936},[104],{"categories":938},[47],{"categories":940},[47],{"categories":942},[47],{"categories":944},[47],{"categories":946},[47],{"categories":948},[101],{"categories":950},[951],"MLOps & Infrastructure",{"categories":953},[47],{"categories":955},[47],{"categories":957},[47],{"categories":959},[47],{"categories":961},[47],{"categories":963},[115],{"categories":965},[140],{"categories":967},[47],{"categories":969},[47],{"categories":971},[104],{"categories":973},[91],{"categories":975},[47],{"categories":977},[101],{"categories":979},[271],{"categories":981},[47],{"categories":983},[96],{"categories":985},[47],{"categories":987},[195],{"categories":989},[47],{"categories":991},[104],{"categories":993},[47],{"categories":995},[101],{"categories":997},[],{"categories":999},[],{"categories":1001},[47],{"categories":1003},[129],{"categories":1005},[195],{"categories":1007},[140],{"categories":1009},[118],{"categories":1011},[],{"categories":1013},[47],{"categories":1015},[47],{"categories":1017},[96],{"categories":1019},[101],{"categories":1021},[47],{"categories":1023},[47],{"categories":1025},[47],{"categories":1027},[47],{"categories":1029},[47],{"categories":1031},[140],{"categories":1033},[129],{"categories":1035},[47],{"categories":1037},[195],{"categories":1039},[47],{"categories":1041},[],{"categories":1043},[101],{"categories":1045},[115],{"categories":1047},[],{"categories":1049},[47],{"categories":1051},[47],{"categories":1053},[101],{"categories":1055},[115],{"categories":1057},[47],{"categories":1059},[118],{"categories":1061},[195],{"categories":1063},[],{"categories":1065},[47],{"categories":1067},[],{"categories":1069},[47],{"categories":1071},[],{"categories":1073},[47],{"categories":1075},[47],{"categories":1077},[104],{"categories":1079},[96],{"categories":1081},[101],{"categories":1083},[101],{"categories":1085},[115],{"categories":1087},[],{"categories":1089},[47],{"categories":1091},[91],{"categories":1093},[47],{"categories":1095},[47],{"categories":1097},[96],{"categories":1099},[140],{"categories":1101},[91],{"categories":1103},[],{"categories":1105},[47],{"categories":1107},[],{"categories":1109},[47],{"categories":1111},[],{"categories":1113},[47],{"categories":1115},[140],{"categories":1117},[140],{"categories":1119},[],{"categories":1121},[462],{"categories":1123},[47],{"categories":1125},[195],{"categories":1127},[115],{"categories":1129},[],{"categories":1131},[400],{"categories":1133},[101],{"categories":1135},[101],{"categories":1137},[96],{"categories":1139},[47],{"categories":1141},[],{"categories":1143},[],{"categories":1145},[91],{"categories":1147},[118],{"categories":1149},[],{"categories":1151},[228],{"categories":1153},[101],{"categories":1155},[96],{"categories":1157},[101],{"categories":1159},[47],{"categories":1161},[96],{"categories":1163},[47],{"categories":1165},[115],{"categories":1167},[],{"categories":1169},[129],{"categories":1171},[104],{"categories":1173},[47],{"categories":1175},[195],{"categories":1177},[115],{"categories":1179},[96],{"categories":1181},[47],{"categories":1183},[115],{"categories":1185},[47],{"categories":1187},[101],{"categories":1189},[96],{"categories":1191},[47],{"categories":1193},[47],{"categories":1195},[47],{"categories":1197},[47],{"categories":1199},[47],{"categories":1201},[47],{"categories":1203},[],{"categories":1205},[],{"categories":1207},[115],{"categories":1209},[118],{"categories":1211},[104],{"categories":1213},[47],{"categories":1215},[101],{"categories":1217},[115],{"categories":1219},[115],{"categories":1221},[47],{"categories":1223},[],{"categories":1225},[47],{"categories":1227},[140],{"categories":1229},[104],{"categories":1231},[104],{"categories":1233},[115],{"categories":1235},[47],{"categories":1237},[604],{"categories":1239},[271],{"categories":1241},[],{"categories":1243},[101],{"categories":1245},[47],{"categories":1247},[91],{"categories":1249},[],{"categories":1251},[91],{"categories":1253},[],{"categories":1255},[47],{"categories":1257},[47],{"categories":1259},[47],{"categories":1261},[195],{"categories":1263},[228],{"categories":1265},[104],{"categories":1267},[47],{"categories":1269},[115],{"categories":1271},[47],{"categories":1273},[101],{"categories":1275},[],{"categories":1277},[115],{"categories":1279},[47],{"categories":1281},[91],{"categories":1283},[],{"categories":1285},[96],{"categories":1287},[47],{"categories":1289},[47],{"categories":1291},[140],{"categories":1293},[47,271],{"categories":1295},[47],{"categories":1297},[1298],"Design Systems for AI",{"categories":1300},[47],{"categories":1302},[47],{"categories":1304},[140],{"categories":1306},[47],{"categories":1308},[47],{"categories":1310},[47],{"categories":1312},[96],{"categories":1314},[47],{"categories":1316},[47],{"categories":1318},[47],{"categories":1320},[],{"categories":1322},[47],{"categories":1324},[47],{"categories":1326},[96],{"categories":1328},[47],{"categories":1330},[],{"categories":1332},[101],{"categories":1334},[101],{"categories":1336},[115],{"categories":1338},[47],{"categories":1340},[140],{"categories":1342},[115],{"categories":1344},[47],{"categories":1346},[195],{"categories":1348},[140],{"categories":1350},[118],{"categories":1352},[47],{"categories":1354},[47],{"categories":1356},[47],{"categories":1358},[47],{"categories":1360},[101],{"categories":1362},[91],{"categories":1364},[577],{"categories":1366},[47],{"categories":1368},[47],{"categories":1370},[101],{"categories":1372},[47],{"categories":1374},[115],{"categories":1376},[47],{"categories":1378},[115],{"categories":1380},[],{"categories":1382},[195],{"categories":1384},[],{"categories":1386},[47],{"categories":1388},[101],{"categories":1390},[104],{"categories":1392},[],{"categories":1394},[96],{"categories":1396},[47],{"categories":1398},[],{"categories":1400},[195],{"categories":1402},[115],{"categories":1404},[101],{"categories":1406},[115],{"categories":1408},[47],{"categories":1410},[195],{"categories":1412},[47],{"categories":1414},[115],{"categories":1416},[47],{"categories":1418},[47],{"categories":1420},[195],{"categories":1422},[],{"categories":1424},[],{"categories":1426},[140],{"categories":1428},[101],{"categories":1430},[101],{"categories":1432},[101],{"categories":1434},[47],{"categories":1436},[47],{"categories":1438},[47],{"categories":1440},[47],{"categories":1442},[47],{"categories":1444},[47],{"categories":1446},[96],{"categories":1448},[104],{"categories":1450},[47],{"categories":1452},[47],{"categories":1454},[],{"categories":1456},[115],{"categories":1458},[115],{"categories":1460},[47],{"categories":1462},[115],{"categories":1464},[96],{"categories":1466},[],{"categories":1468},[47],{"categories":1470},[47],{"categories":1472},[195],{"categories":1474},[47],{"categories":1476},[47],{"categories":1478},[47],{"categories":1480},[101],{"categories":1482},[91],{"categories":1484},[96],{"categories":1486},[47],{"categories":1488},[101],{"categories":1490},[140],{"categories":1492},[101],{"categories":1494},[129],{"categories":1496},[228],{"categories":1498},[47],{"categories":1500},[101],{"categories":1502},[47],{"categories":1504},[47],{"categories":1506},[47],{"categories":1508},[],{"categories":1510},[195],{"categories":1512},[],{"categories":1514},[47],{"categories":1516},[47],{"categories":1518},[],{"categories":1520},[47],{"categories":1522},[115],{"categories":1524},[96],{"categories":1526},[1527],"Visual & Generative Media",{"categories":1529},[101],{"categories":1531},[],{"categories":1533},[47],{"categories":1535},[47],{"categories":1537},[115],{"categories":1539},[47],{"categories":1541},[271],{"categories":1543},[47],{"categories":1545},[118],{"categories":1547},[577],{"categories":1549},[115],{"categories":1551},[228],{"categories":1553},[47],{"categories":1555},[104],{"categories":1557},[195],{"categories":1559},[47],{"categories":1561},[47],{"categories":1563},[115],{"categories":1565},[101],{"categories":1567},[47],{"categories":1569},[],{"categories":1571},[],{"categories":1573},[101],{"categories":1575},[115],{"categories":1577},[91],{"categories":1579},[101],{"categories":1581},[531],{"categories":1583},[47],{"categories":1585},[104],{"categories":1587},[47],{"categories":1589},[96],{"categories":1591},[],{"categories":1593},[47],{"categories":1595},[104],{"categories":1597},[47],{"categories":1599},[47],{"categories":1601},[47],{"categories":1603},[104],{"categories":1605},[47],{"categories":1607},[47],{"categories":1609},[228],{"categories":1611},[47],{"categories":1613},[462],{"categories":1615},[115],{"categories":1617},[101],{"categories":1619},[47],{"categories":1621},[101],{"categories":1623},[47],{"categories":1625},[47],{"categories":1627},[101],{"categories":1629},[47],{"categories":1631},[47],{"categories":1633},[47],{"categories":1635},[101],{"categories":1637},[47],{"categories":1639},[195],{"categories":1641},[101],{"categories":1643},[],{"categories":1645},[101],{"categories":1647},[47],{"categories":1649},[],{"categories":1651},[271],{"categories":1653},[115],{"categories":1655},[],{"categories":1657},[531],{"categories":1659},[47],{"categories":1661},[101],{"categories":1663},[101],{"categories":1665},[47],{"categories":1667},[195,47],{"categories":1669},[47],{"categories":1671},[91],{"categories":1673},[47],{"categories":1675},[101],{"categories":1677},[195],{"categories":1679},[],{"categories":1681},[47],{"categories":1683},[91],{"categories":1685},[47],{"categories":1687},[1688],"Medical Imaging & Radiology",{"categories":1690},[47],{"categories":1692},[47],{"categories":1694},[47],{"categories":1696},[195],{"categories":1698},[101],{"categories":1700},[101],{"categories":1702},[115],{"categories":1704},[],{"categories":1706},[47],{"categories":1708},[47],{"categories":1710},[47],{"categories":1712},[],{"categories":1714},[],{"categories":1716},[47],{"categories":1718},[47],{"categories":1720},[462],{"categories":1722},[47],{"categories":1724},[91],{"categories":1726},[47],{"categories":1728},[47],{"categories":1730},[],{"categories":1732},[101],{"categories":1734},[47],{"categories":1736},[104],{"categories":1738},[115],{"categories":1740},[47],{"categories":1742},[101],{"categories":1744},[462],{"categories":1746},[47],{"categories":1748},[101],{"categories":1750},[47],{"categories":1752},[47],{"categories":1754},[47],{"categories":1756},[47],{"categories":1758},[195],{"categories":1760},[101],{"categories":1762},[271],{"categories":1764},[195],{"categories":1766},[96],{"categories":1768},[101],{"categories":1770},[140],{"categories":1772},[47],{"categories":1774},[47],{"categories":1776},[104],{"categories":1778},[47],{"categories":1780},[47],{"categories":1782},[47],{"categories":1784},[47],{"categories":1786},[47],{"categories":1788},[101],{"categories":1790},[47],{"categories":1792},[115],{"categories":1794},[115],{"categories":1796},[47],{"categories":1798},[104],{"categories":1800},[],{"categories":1802},[140],{"categories":1804},[],{"categories":1806},[104],{"categories":1808},[101],{"categories":1810},[47],{"categories":1812},[47],{"categories":1814},[101],{"categories":1816},[47],{"categories":1818},[1298],{"categories":1820},[47],{"categories":1822},[1298],{"categories":1824},[195],{"categories":1826},[47],{"categories":1828},[47],{"categories":1830},[47],{"categories":1832},[101],{"categories":1834},[115],{"categories":1836},[195],{"categories":1838},[101],{"categories":1840},[140],{"categories":1842},[],{"categories":1844},[47],{"categories":1846},[],{"categories":1848},[47],{"categories":1850},[47],{"categories":1852},[101],{"categories":1854},[47],{"categories":1856},[47],{"categories":1858},[47],{"categories":1860},[101],{"categories":1862},[1863],"Contract Review & E-Discovery",{"categories":1865},[47],{"categories":1867},[195],{"categories":1869},[47],{"categories":1871},[91],{"categories":1873},[47],{"categories":1875},[140],{"categories":1877},[47],{"categories":1879},[47],{"categories":1881},[228],{"categories":1883},[115],{"categories":1885},[101],{"categories":1887},[47],{"categories":1889},[47],{"categories":1891},[47],{"categories":1893},[101],{"categories":1895},[101],{"categories":1897},[922],{"categories":1899},[47],{"categories":1901},[47],{"categories":1903},[101],{"categories":1905},[101],{"categories":1907},[47],{"categories":1909},[47],{"categories":1911},[47],{"categories":1913},[101],{"categories":1915},[47],{"categories":1917},[115],{"categories":1919},[47],{"categories":1921},[462],{"categories":1923},[433],{"categories":1925},[47],{"categories":1927},[101],{"categories":1929},[47],{"categories":1931},[1932],"Law-Firm Practice & Adoption",{"categories":1934},[47],{"categories":1936},[101],{"categories":1938},[195],{"categories":1940},[47],{"categories":1942},[47],{"categories":1944},[47],{"categories":1946},[],{"categories":1948},[115],{"categories":1950},[],{"categories":1952},[115],{"categories":1954},[47],{"categories":1956},[],{"categories":1958},[115],{"categories":1960},[101],{"categories":1962},[91],{"categories":1964},[271],{"categories":1966},[47],{"categories":1968},[],{"categories":1970},[47],{"categories":1972},[91],{"categories":1974},[101],{"categories":1976},[96],{"categories":1978},[47],{"categories":1980},[228],{"categories":1982},[47],{"categories":1984},[],{"categories":1986},[96],{"categories":1988},[101],{"categories":1990},[96],{"categories":1992},[],{"categories":1994},[47],{"categories":1996},[104],{"categories":1998},[47],{"categories":2000},[115],{"categories":2002},[],{"categories":2004},[],{"categories":2006},[],{"categories":2008},[],{"categories":2010},[47],{"categories":2012},[104],{"categories":2014},[101],{"categories":2016},[271],{"categories":2018},[47],{"categories":2020},[91],{"categories":2022},[115],{"categories":2024},[47],{"categories":2026},[47],{"categories":2028},[115],{"categories":2030},[104],{"categories":2032},[47],{"categories":2034},[47],{"categories":2036},[47],{"categories":2038},[951],{"categories":2040},[47],{"categories":2042},[115],{"categories":2044},[47],{"categories":2046},[228],{"categories":2048},[115],{"categories":2050},[96],{"categories":2052},[47],{"categories":2054},[47],{"categories":2056},[47],{"categories":2058},[195],{"categories":2060},[47],{"categories":2062},[47],{"categories":2064},[47],{"categories":2066},[47],{"categories":2068},[96],{"categories":2070},[101],{"categories":2072},[47,91],{"categories":2074},[47],{"categories":2076},[462],{"categories":2078},[47],{"categories":2080},[47],{"categories":2082},[115],{"categories":2084},[47],{"categories":2086},[115],{"categories":2088},[195],{"categories":2090},[101],{"categories":2092},[101],{"categories":2094},[115],{"categories":2096},[47],{"categories":2098},[101],{"categories":2100},[47],{"categories":2102},[47],{"categories":2104},[],{"categories":2106},[],{"categories":2108},[47],{"categories":2110},[118],{"categories":2112},[47],{"categories":2114},[47],{"categories":2116},[195],{"categories":2118},[101],{"categories":2120},[],{"categories":2122},[47],{"categories":2124},[47],{"categories":2126},[96],{"categories":2128},[115],{"categories":2130},[118],{"categories":2132},[140],{"categories":2134},[104],{"categories":2136},[195],{"categories":2138},[47],{"categories":2140},[101],{"categories":2142},[47],{"categories":2144},[115],{"categories":2146},[],{"categories":2148},[101],{"categories":2150},[101],{"categories":2152},[47],{"categories":2154},[47],{"categories":2156},[47],{"categories":2158},[47],{"categories":2160},[47],{"categories":2162},[47],{"categories":2164},[],{"categories":2166},[101],{"categories":2168},[47],{"categories":2170},[47],{"categories":2172},[47],{"categories":2174},[],{"categories":2176},[101],{"categories":2178},[101],{"categories":2180},[47],{"categories":2182},[47],{"categories":2184},[96],{"categories":2186},[47],{"categories":2188},[47],{"categories":2190},[],{"categories":2192},[91],{"categories":2194},[47],{"categories":2196},[47],{"categories":2198},[47],{"categories":2200},[195],{"categories":2202},[47],{"categories":2204},[115],{"categories":2206},[47],{"categories":2208},[91],{"categories":2210},[47],{"categories":2212},[115],{"categories":2214},[228],{"categories":2216},[115],{"categories":2218},[101],{"categories":2220},[101],{"categories":2222},[47],{"categories":2224},[47],{"categories":2226},[47,195],{"categories":2228},[47],{"categories":2230},[101],{"categories":2232},[140],{"categories":2234},[47],{"categories":2236},[140],{"categories":2238},[101],{"categories":2240},[195],{"categories":2242},[47],{"categories":2244},[],{"categories":2246},[115],{"categories":2248},[271],{"categories":2250},[195],{"categories":2252},[115],{"categories":2254},[47],{"categories":2256},[104],{"categories":2258},[47],{"categories":2260},[47],{"categories":2262},[101],{"categories":2264},[],{"categories":2266},[],{"categories":2268},[47],{"categories":2270},[],{"categories":2272},[],{"categories":2274},[104],{"categories":2276},[115],{"categories":2278},[47],{"categories":2280},[47],{"categories":2282},[101],{"categories":2284},[47],{"categories":2286},[101],{"categories":2288},[96],{"categories":2290},[101],{"categories":2292},[271],{"categories":2294},[47],{"categories":2296},[47],{"categories":2298},[47],{"categories":2300},[129],{"categories":2302},[47],{"categories":2304},[47],{"categories":2306},[47],{"categories":2308},[47],{"categories":2310},[115],{"categories":2312},[101],{"categories":2314},[47],{"categories":2316},[47],{"categories":2318},[47],{"categories":2320},[115],{"categories":2322},[400],{"categories":2324},[101],{"categories":2326},[922],{"categories":2328},[],{"categories":2330},[101],{"categories":2332},[195],{"categories":2334},[1932],{"categories":2336},[115],{"categories":2338},[],{"categories":2340},[101],{"categories":2342},[],{"categories":2344},[47],{"categories":2346},[101],{"categories":2348},[],{"categories":2350},[],{"categories":2352},[47],{"categories":2354},[47],{"categories":2356},[228],{"categories":2358},[47],{"categories":2360},[228],{"categories":2362},[47],{"categories":2364},[101],{"categories":2366},[47],{"categories":2368},[47],{"categories":2370},[118],{"categories":2372},[47],{"categories":2374},[115],{"categories":2376},[104],{"categories":2378},[],{"categories":2380},[47],{"categories":2382},[47],{"categories":2384},[47],{"categories":2386},[115],{"categories":2388},[47],{"categories":2390},[1863],{"categories":2392},[47],{"categories":2394},[195],{"categories":2396},[195],{"categories":2398},[47],{"categories":2400},[101],{"categories":2402},[91],{"categories":2404},[47],{"categories":2406},[47],{"categories":2408},[47],{"categories":2410},[47],{"categories":2412},[195],{"categories":2414},[195],{"categories":2416},[101],{"categories":2418},[101],{"categories":2420},[101],{"categories":2422},[47],{"categories":2424},[47],{"categories":2426},[47],{"categories":2428},[101],{"categories":2430},[],{"categories":2432},[47],{"categories":2434},[],{"categories":2436},[195],{"categories":2438},[2439],"Interaction & Product Design",{"categories":2441},[47],{"categories":2443},[101],{"categories":2445},[115],{"categories":2447},[306],{"categories":2449},[140],{"categories":2451},[115],{"categories":2453},[47],{"categories":2455},[104],{"categories":2457},[47],{"categories":2459},[47],{"categories":2461},[115],{"categories":2463},[47],{"categories":2465},[91],{"categories":2467},[101],{"categories":2469},[47],{"categories":2471},[],{"categories":2473},[101],{"categories":2475},[101],{"categories":2477},[101],{"categories":2479},[],{"categories":2481},[115],{"categories":2483},[47],{"categories":2485},[101],{"categories":2487},[91],{"categories":2489},[2439],{"categories":2491},[47],{"categories":2493},[91],{"categories":2495},[91],{"categories":2497},[47],{"categories":2499},[],{"categories":2501},[47],{"categories":2503},[101],{"categories":2505},[115],{"categories":2507},[],{"categories":2509},[101],{"categories":2511},[104],{"categories":2513},[140],{"categories":2515},[47],{"categories":2517},[101],{"categories":2519},[47],{"categories":2521},[101],{"categories":2523},[101],{"categories":2525},[47],{"categories":2527},[47],{"categories":2529},[140],{"categories":2531},[118],{"categories":2533},[47],{"categories":2535},[104],{"categories":2537},[115],{"categories":2539},[2540],"Coding Agents & Dev Productivity",{"categories":2542},[140],{"categories":2544},[195],{"categories":2546},[47],{"categories":2548},[47],{"categories":2550},[],{"categories":2552},[47],{"categories":2554},[47],{"categories":2556},[922],{"categories":2558},[],{"categories":2560},[47],{"categories":2562},[47],{"categories":2564},[271],{"categories":2566},[47],{"categories":2568},[140],{"categories":2570},[],{"categories":2572},[],{"categories":2574},[47],{"categories":2576},[],{"categories":2578},[101],{"categories":2580},[47],{"categories":2582},[101],{"categories":2584},[],{"categories":2586},[115],{"categories":2588},[115],{"categories":2590},[47],{"categories":2592},[118],{"categories":2594},[],{"categories":2596},[47],{"categories":2598},[47],{"categories":2600},[47],{"categories":2602},[118],{"categories":2604},[115],{"categories":2606},[101],{"categories":2608},[],{"categories":2610},[],{"categories":2612},[47],{"categories":2614},[47],{"categories":2616},[47],{"categories":2618},[47],{"categories":2620},[101],{"categories":2622},[101],{"categories":2624},[377],{"categories":2626},[115],{"categories":2628},[104],{"categories":2630},[115],{"categories":2632},[101],{"categories":2634},[140],{"categories":2636},[140],{"categories":2638},[101],{"categories":2640},[101],{"categories":2642},[47],{"categories":2644},[91],{"categories":2646},[2439],{"categories":2648},[104],{"categories":2650},[47,271],{"categories":2652},[118],{"categories":2654},[],{"categories":2656},[195],{"categories":2658},[101],{"categories":2660},[115],{"categories":2662},[91],{"categories":2664},[47],{"categories":2666},[101],{"categories":2668},[2669],"The Designer's Role & Craft",{"categories":2671},[195],{"categories":2673},[],{"categories":2675},[101],{"categories":2677},[47],{"categories":2679},[101],{"categories":2681},[101],{"categories":2683},[47],{"categories":2685},[228],{"categories":2687},[47],{"categories":2689},[115],{"categories":2691},[101],{"categories":2693},[47],{"categories":2695},[195],{"categories":2697},[47],{"categories":2699},[],{"categories":2701},[101],{"categories":2703},[195],{"categories":2705},[104],{"categories":2707},[47],{"categories":2709},[101],{"categories":2711},[47],{"categories":2713},[47],{"categories":2715},[47],{"categories":2717},[2718],"AI UX Patterns",{"categories":2720},[101],{"categories":2722},[101],{"categories":2724},[101],{"categories":2726},[47],{"categories":2728},[101],{"categories":2730},[228],{"categories":2732},[118],{"categories":2734},[47],{"categories":2736},[101],{"categories":2738},[47],{"categories":2740},[1298],{"categories":2742},[],{"categories":2744},[228],{"categories":2746},[101],{"categories":2748},[140],{"categories":2750},[115],{"categories":2752},[47],{"categories":2754},[101],{"categories":2756},[],{"categories":2758},[],{"categories":2760},[47],{"categories":2762},[47],{"categories":2764},[101],{"categories":2766},[47],{"categories":2768},[101],{"categories":2770},[377],{"categories":2772},[195],{"categories":2774},[47],{"categories":2776},[140],{"categories":2778},[115],{"categories":2780},[47],{"categories":2782},[101],{"categories":2784},[101],{"categories":2786},[],{"categories":2788},[47],{"categories":2790},[],{"categories":2792},[47],{"categories":2794},[],{"categories":2796},[47],{"categories":2798},[47],{"categories":2800},[47],{"categories":2802},[101],{"categories":2804},[47],{"categories":2806},[115],{"categories":2808},[],{"categories":2810},[],{"categories":2812},[118],{"categories":2814},[129],{"categories":2816},[47],{"categories":2818},[47],{"categories":2820},[47],{"categories":2822},[118],{"categories":2824},[118],{"categories":2826},[47],{"categories":2828},[47],{"categories":2830},[140],{"categories":2832},[47],{"categories":2834},[47],{"categories":2836},[47],{"categories":2838},[101],{"categories":2840},[47],{"categories":2842},[47],{"categories":2844},[101],{"categories":2846},[47],{"categories":2848},[47],{"categories":2850},[47],{"categories":2852},[101],{"categories":2854},[],{"categories":2856},[47],{"categories":2858},[],{"categories":2860},[47],{"categories":2862},[47],{"categories":2864},[271],{"categories":2866},[47],{"categories":2868},[],{"categories":2870},[],{"categories":2872},[195],{"categories":2874},[951],{"categories":2876},[101],{"categories":2878},[91],{"categories":2880},[2669],{"categories":2882},[],{"categories":2884},[],{"categories":2886},[47],{"categories":2888},[],{"categories":2890},[],{"categories":2892},[115],{"categories":2894},[140],{"categories":2896},[228],{"categories":2898},[118],{"categories":2900},[101],{"categories":2902},[96],{"categories":2904},[47],{"categories":2906},[47],{"categories":2908},[96],{"categories":2910},[],{"categories":2912},[195],{"categories":2914},[104],{"categories":2916},[47],{"categories":2918},[47],{"categories":2920},[101],{"categories":2922},[96],{"categories":2924},[47],{"categories":2926},[47],{"categories":2928},[91],{"categories":2930},[47],{"categories":2932},[47],{"categories":2934},[],{"categories":2936},[91],{"categories":2938},[47],{"categories":2940},[228],{"categories":2942},[47],{"categories":2944},[115],{"categories":2946},[101],{"categories":2948},[140],{"categories":2950},[47],{"categories":2952},[115],{"categories":2954},[47],{"categories":2956},[47],{"categories":2958},[47],{"categories":2960},[47],{"categories":2962},[96],{"categories":2964},[47],{"categories":2966},[47],{"categories":2968},[47],{"categories":2970},[101],{"categories":2972},[47],{"categories":2974},[47],{"categories":2976},[],{"categories":2978},[47],{"categories":2980},[115],{"categories":2982},[91],{"categories":2984},[47],{"categories":2986},[47],{"categories":2988},[195],{"categories":2990},[47],{"categories":2992},[],{"categories":2994},[47],{"categories":2996},[462],{"categories":2998},[101],{"categories":3000},[96],{"categories":3002},[47],{"categories":3004},[140],{"categories":3006},[47],{"categories":3008},[47],{"categories":3010},[],{"categories":3012},[96],{"categories":3014},[96],{"categories":3016},[47],{"categories":3018},[47],{"categories":3020},[104],{"categories":3022},[47],{"categories":3024},[47],{"categories":3026},[47],{"categories":3028},[47],{"categories":3030},[115],{"categories":3032},[118],{"categories":3034},[115],{"categories":3036},[47],{"categories":3038},[],{"categories":3040},[47],{"categories":3042},[115],{"categories":3044},[47],{"categories":3046},[115],{"categories":3048},[101],{"categories":3050},[577],{"categories":3052},[],{"categories":3054},[],{"categories":3056},[47],{"categories":3058},[140],{"categories":3060},[],{"categories":3062},[271],{"categories":3064},[47],{"categories":3066},[47],{"categories":3068},[47],{"categories":3070},[195],{"categories":3072},[911],{"categories":3074},[],{"categories":3076},[47],{"categories":3078},[47],{"categories":3080},[47],{"categories":3082},[115],{"categories":3084},[47],{"categories":3086},[47],{"categories":3088},[47],{"categories":3090},[47],{"categories":3092},[47,271],{"categories":3094},[47],{"categories":3096},[47],{"categories":3098},[195],{"categories":3100},[101],{"categories":3102},[],{"categories":3104},[101],{"categories":3106},[101],{"categories":3108},[47],{"categories":3110},[47],{"categories":3112},[47],{"categories":3114},[47],{"categories":3116},[47],{"categories":3118},[118],{"categories":3120},[47],{"categories":3122},[47],{"categories":3124},[2718],{"categories":3126},[91],{"categories":3128},[47],{"categories":3130},[118],{"categories":3132},[91],{"categories":3134},[115],{"categories":3136},[195],{"categories":3138},[101],{"categories":3140},[47],{"categories":3142},[47],{"categories":3144},[],{"categories":3146},[96],{"categories":3148},[47],{"categories":3150},[47],{"categories":3152},[140],{"categories":3154},[47],{"categories":3156},[47],{"categories":3158},[47],{"categories":3160},[101],{"categories":3162},[47],{"categories":3164},[47],{"categories":3166},[195],{"categories":3168},[47],{"categories":3170},[96],{"categories":3172},[],{"categories":3174},[271],{"categories":3176},[47],{"categories":3178},[377],{"categories":3180},[195],{"categories":3182},[195],{"categories":3184},[115],{"categories":3186},[101],{"categories":3188},[47],{"categories":3190},[96],{"categories":3192},[140],{"categories":3194},[47],{"categories":3196},[47],{"categories":3198},[47],{"categories":3200},[195],{"categories":3202},[101],{"categories":3204},[47],{"categories":3206},[101],{"categories":3208},[47],{"categories":3210},[101],{"categories":3212},[47],{"categories":3214},[531],{"categories":3216},[47],{"categories":3218},[101],{"categories":3220},[],{"categories":3222},[47],{"categories":3224},[47],{"categories":3226},[47],{"categories":3228},[47],{"categories":3230},[101],{"categories":3232},[],{"categories":3234},[],{"categories":3236},[47],{"categories":3238},[47],{"categories":3240},[101],{"categories":3242},[47],{"categories":3244},[47],{"categories":3246},[47],{"categories":3248},[115],{"categories":3250},[47],{"categories":3252},[47],{"categories":3254},[101],{"categories":3256},[47],{"categories":3258},[47],{"categories":3260},[47],{"categories":3262},[47],{"categories":3264},[47],{"categories":3266},[],{"categories":3268},[115],{"categories":3270},[118],{"categories":3272},[47],{"categories":3274},[101],{"categories":3276},[101],{"categories":3278},[47],{"categories":3280},[47],{"categories":3282},[],{"categories":3284},[],{"categories":3286},[47],{"categories":3288},[47],{"categories":3290},[47],{"categories":3292},[140],{"categories":3294},[118],{"categories":3296},[],{"categories":3298},[47],{"categories":3300},[195],{"categories":3302},[47],{"categories":3304},[47],{"categories":3306},[271],{"categories":3308},[1932],{"categories":3310},[47],{"categories":3312},[140],{"categories":3314},[115],{"categories":3316},[47],{"categories":3318},[115],{"categories":3320},[115],{"categories":3322},[47],{"categories":3324},[47],{"categories":3326},[115],{"categories":3328},[140],{"categories":3330},[140],{"categories":3332},[271],{"categories":3334},[101],{"categories":3336},[],{"categories":3338},[140],{"categories":3340},[96],{"categories":3342},[47],{"categories":3344},[101],{"categories":3346},[91],{"categories":3348},[115],{"categories":3350},[47],{"categories":3352},[96],{"categories":3354},[140],{"categories":3356},[],{"categories":3358},[47],{"categories":3360},[115],{"categories":3362},[47],{"categories":3364},[115],{"categories":3366},[118],{"categories":3368},[47],{"categories":3370},[140],{"categories":3372},[47],{"categories":3374},[115],{"categories":3376},[101],{"categories":3378},[101],{"categories":3380},[140],{"categories":3382},[101],{"categories":3384},[271],{"categories":3386},[101],{"categories":3388},[47],{"categories":3390},[47],{"categories":3392},[47],{"categories":3394},[47],{"categories":3396},[47],{"categories":3398},[115],{"categories":3400},[47],{"categories":3402},[],{"categories":3404},[101],{"categories":3406},[96],{"categories":3408},[115],{"categories":3410},[],{"categories":3412},[],{"categories":3414},[47],{"categories":3416},[101],{"categories":3418},[47],{"categories":3420},[47],{"categories":3422},[47],{"categories":3424},[3425],"Frameworks & Tooling",{"categories":3427},[47],{"categories":3429},[47],{"categories":3431},[115],{"categories":3433},[47],{"categories":3435},[47],{"categories":3437},[],{"categories":3439},[118],{"categories":3441},[118],{"categories":3443},[47],{"categories":3445},[91],{"categories":3447},[47],{"categories":3449},[101],{"categories":3451},[47],{"categories":3453},[195],{"categories":3455},[],{"categories":3457},[1932],{"categories":3459},[47],{"categories":3461},[115],{"categories":3463},[47],{"categories":3465},[271],{"categories":3467},[271],{"categories":3469},[],{"categories":3471},[47],{"categories":3473},[101],{"categories":3475},[101],{"categories":3477},[47],{"categories":3479},[47],{"categories":3481},[140],{"categories":3483},[101],{"categories":3485},[140],{"categories":3487},[47],{"categories":3489},[101],{"categories":3491},[],{"categories":3493},[195],{"categories":3495},[47],{"categories":3497},[47],{"categories":3499},[],{"categories":3501},[47],{"categories":3503},[101],{"categories":3505},[47],{"categories":3507},[47],{"categories":3509},[47],{"categories":3511},[],{"categories":3513},[96],{"categories":3515},[115],{"categories":3517},[47],{"categories":3519},[115],{"categories":3521},[271],{"categories":3523},[47],{"categories":3525},[47],{"categories":3527},[47],{"categories":3529},[115],{"categories":3531},[47],{"categories":3533},[96],{"categories":3535},[47],{"categories":3537},[1932],{"categories":3539},[],{"categories":3541},[101],{"categories":3543},[91],{"categories":3545},[47],{"categories":3547},[91],{"categories":3549},[47],{"categories":3551},[],{"categories":3553},[101],{"categories":3555},[47],{"categories":3557},[47],{"categories":3559},[3560],"AI Design Tooling",{"categories":3562},[195],{"categories":3564},[47],{"categories":3566},[47],{"categories":3568},[115],{"categories":3570},[195],{"categories":3572},[47],{"categories":3574},[47],{"categories":3576},[115],{"categories":3578},[101],{"categories":3580},[140],{"categories":3582},[104],{"categories":3584},[115],{"categories":3586},[47],{"categories":3588},[47],{"categories":3590},[47],{"categories":3592},[101],{"categories":3594},[47],{"categories":3596},[],{"categories":3598},[101],{"categories":3600},[47],{"categories":3602},[47],{"categories":3604},[101],{"categories":3606},[47],{"categories":3608},[47],{"categories":3610},[47],{"categories":3612},[101],{"categories":3614},[],{"categories":3616},[101],{"categories":3618},[3425],{"categories":3620},[47],{"categories":3622},[47],{"categories":3624},[101],{"categories":3626},[101],{"categories":3628},[115],{"categories":3630},[115],{"categories":3632},[47],{"categories":3634},[47],{"categories":3636},[],{"categories":3638},[115],{"categories":3640},[47],{"categories":3642},[47],{"categories":3644},[101],{"categories":3646},[96],{"categories":3648},[47],{"categories":3650},[],{"categories":3652},[47],{"categories":3654},[47],{"categories":3656},[2439],{"categories":3658},[],{"categories":3660},[47],{"categories":3662},[47],{"categories":3664},[47],{"categories":3666},[47],{"categories":3668},[195],{"categories":3670},[47],{"categories":3672},[],{"categories":3674},[47],{"categories":3676},[47],{"categories":3678},[47],{"categories":3680},[47],{"categories":3682},[228],{"categories":3684},[140],{"categories":3686},[47],{"categories":3688},[47],{"categories":3690},[1932],{"categories":3692},[47],{"categories":3694},[91],{"categories":3696},[47],{"categories":3698},[47],{"categories":3700},[118],{"categories":3702},[101],{"categories":3704},[47],{"categories":3706},[47],{"categories":3708},[140],{"categories":3710},[101],{"categories":3712},[],{"categories":3714},[47],{"categories":3716},[47],{"categories":3718},[195],{"categories":3720},[47],{"categories":3722},[228],{"categories":3724},[101],{"categories":3726},[47],{"categories":3728},[101],{"categories":3730},[47],{"categories":3732},[],{"categories":3734},[],{"categories":3736},[],{"categories":3738},[91],{"categories":3740},[140],{"categories":3742},[101],{"categories":3744},[47],{"categories":3746},[47],{"categories":3748},[47],{"categories":3750},[47],{"categories":3752},[400],{"categories":3754},[195],{"categories":3756},[101],{"categories":3758},[47],{"categories":3760},[],{"categories":3762},[47],{"categories":3764},[101],{"categories":3766},[101],{"categories":3768},[],{"categories":3770},[47],{"categories":3772},[101],{"categories":3774},[47],{"categories":3776},[],{"categories":3778},[47],{"categories":3780},[47],{"categories":3782},[47],{"categories":3784},[140],{"categories":3786},[195],{"categories":3788},[101],{"categories":3790},[195],{"categories":3792},[101],{"categories":3794},[47],{"categories":3796},[96],{"categories":3798},[],{"categories":3800},[],{"categories":3802},[47],{"categories":3804},[47],{"categories":3806},[47],{"categories":3808},[91],{"categories":3810},[47],{"categories":3812},[101],{"categories":3814},[140],{"categories":3816},[],{"categories":3818},[195],{"categories":3820},[101],{"categories":3822},[],{"categories":3824},[115],{"categories":3826},[47],{"categories":3828},[115],{"categories":3830},[195],{"categories":3832},[115],{"categories":3834},[47],{"categories":3836},[],{"categories":3838},[47],{"categories":3840},[47],{"categories":3842},[101],{"categories":3844},[],{"categories":3846},[47],{"categories":3848},[47],{"categories":3850},[228],{"categories":3852},[47],{"categories":3854},[47],{"categories":3856},[47],{"categories":3858},[271],{"categories":3860},[115],{"categories":3862},[47],{"categories":3864},[101],{"categories":3866},[],{"categories":3868},[47],{"categories":3870},[101],{"categories":3872},[47],{"categories":3874},[91],{"categories":3876},[531],{"categories":3878},[47],{"categories":3880},[47],{"categories":3882},[47],{"categories":3884},[101],{"categories":3886},[47],{"categories":3888},[101],{"categories":3890},[47],{"categories":3892},[47],{"categories":3894},[47],{"categories":3896},[101],{"categories":3898},[104],{"categories":3900},[47],{"categories":3902},[47],{"categories":3904},[],{"categories":3906},[47],{"categories":3908},[47],{"categories":3910},[91],{"categories":3912},[47],{"categories":3914},[96],{"categories":3916},[115],{"categories":3918},[195],{"categories":3920},[],{"categories":3922},[47],{"categories":3924},[],{"categories":3926},[101],{"categories":3928},[47],{"categories":3930},[101],{"categories":3932},[],{"categories":3934},[101],{"categories":3936},[47],{"categories":3938},[115],{"categories":3940},[195],{"categories":3942},[140],{"categories":3944},[47],{"categories":3946},[140],{"categories":3948},[101],{"categories":3950},[47],{"categories":3952},[195],{"categories":3954},[47],{"categories":3956},[],{"categories":3958},[47],{"categories":3960},[129],{"categories":3962},[101],{"categories":3964},[47],{"categories":3966},[195],{"categories":3968},[140],{"categories":3970},[47],{"categories":3972},[96],{"categories":3974},[115],{"categories":3976},[47],{"categories":3978},[47],{"categories":3980},[47],{"categories":3982},[47],{"categories":3984},[47],{"categories":3986},[140],{"categories":3988},[115],{"categories":3990},[228],{"categories":3992},[],{"categories":3994},[],{"categories":3996},[118],{"categories":3998},[462],{"categories":4000},[47],{"categories":4002},[101],{"categories":4004},[47,115],{"categories":4006},[140],{"categories":4008},[47],{"categories":4010},[47],{"categories":4012},[47],{"categories":4014},[47],{"categories":4016},[47],{"categories":4018},[47],{"categories":4020},[47],{"categories":4022},[101],{"categories":4024},[47],{"categories":4026},[47],{"categories":4028},[101],{"categories":4030},[47],{"categories":4032},[47],{"categories":4034},[47],{"categories":4036},[],{"categories":4038},[47],{"categories":4040},[1298],{"categories":4042},[115],{"categories":4044},[195],{"categories":4046},[47],{"categories":4048},[47],{"categories":4050},[47],{"categories":4052},[47],{"categories":4054},[118],{"categories":4056},[101],{"categories":4058},[228],{"categories":4060},[271],{"categories":4062},[],{"categories":4064},[115],{"categories":4066},[47],{"categories":4068},[96],{"categories":4070},[101],{"categories":4072},[47],{"categories":4074},[91],{"categories":4076},[101],{"categories":4078},[47],{"categories":4080},[101],{"categories":4082},[101],{"categories":4084},[104],{"categories":4086},[115],{"categories":4088},[47],{"categories":4090},[47],{"categories":4092},[],{"categories":4094},[],{"categories":4096},[],{"categories":4098},[271],{"categories":4100},[47],{"categories":4102},[140],{"categories":4104},[47],{"categories":4106},[47],{"categories":4108},[47],{"categories":4110},[47],{"categories":4112},[115],{"categories":4114},[47],{"categories":4116},[],{"categories":4118},[47],{"categories":4120},[118],{"categories":4122},[96],{"categories":4124},[101],{"categories":4126},[47],{"categories":4128},[],{"categories":4130},[47],{"categories":4132},[101],{"categories":4134},[115],{"categories":4136},[47],{"categories":4138},[47],{"categories":4140},[47],{"categories":4142},[271],{"categories":4144},[],{"categories":4146},[195],{"categories":4148},[195],{"categories":4150},[47],{"categories":4152},[101],{"categories":4154},[],{"categories":4156},[115],{"categories":4158},[47],{"categories":4160},[195],{"categories":4162},[47],{"categories":4164},[96],{"categories":4166},[101],{"categories":4168},[47],{"categories":4170},[],{"categories":4172},[140],{"categories":4174},[47],{"categories":4176},[47],{"categories":4178},[47],{"categories":4180},[47],{"categories":4182},[47],{"categories":4184},[195],{"categories":4186},[101],{"categories":4188},[140],{"categories":4190},[],{"categories":4192},[101],{"categories":4194},[47],{"categories":4196},[96],{"categories":4198},[101],{"categories":4200},[195],{"categories":4202},[47],{"categories":4204},[47],{"categories":4206},[47],{"categories":4208},[462],{"categories":4210},[47],{"categories":4212},[101],{"categories":4214},[],{"categories":4216},[47],{"categories":4218},[47],{"categories":4220},[271],{"categories":4222},[140],{"categories":4224},[118],{"categories":4226},[577],{"categories":4228},[118],{"categories":4230},[118],{"categories":4232},[47],{"categories":4234},[],{"categories":4236},[],{"categories":4238},[],{"categories":4240},[101],{"categories":4242},[47],{"categories":4244},[47],{"categories":4246},[101],{"categories":4248},[101],{"categories":4250},[115],{"categories":4252},[47],{"categories":4254},[433],{"categories":4256},[115],{"categories":4258},[47],{"categories":4260},[101],{"categories":4262},[47],{"categories":4264},[47],{"categories":4266},[47],{"categories":4268},[96],{"categories":4270},[47],{"categories":4272},[47],{"categories":4274},[47],{"categories":4276},[47],{"categories":4278},[101],{"categories":4280},[104],{"categories":4282},[47],{"categories":4284},[],{"categories":4286},[],{"categories":4288},[47],{"categories":4290},[],{"categories":4292},[47],{"categories":4294},[101],{"categories":4296},[195],{"categories":4298},[47],{"categories":4300},[47],{"categories":4302},[101],{"categories":4304},[],{"categories":4306},[101],{"categories":4308},[47],{"categories":4310},[47],{"categories":4312},[104],{"categories":4314},[47],{"categories":4316},[195],{"categories":4318},[47],{"categories":4320},[101],{"categories":4322},[96],{"categories":4324},[47],{"categories":4326},[47],{"categories":4328},[47],{"categories":4330},[228],{"categories":4332},[101],{"categories":4334},[47],{"categories":4336},[47],{"categories":4338},[47],{"categories":4340},[911],{"categories":4342},[47],{"categories":4344},[101],{"categories":4346},[47],{"categories":4348},[115],{"categories":4350},[47],{"categories":4352},[531],{"categories":4354},[195],{"categories":4356},[],{"categories":4358},[47],{"categories":4360},[47],{"categories":4362},[140],{"categories":4364},[462],{"categories":4366},[101],{"categories":4368},[47],{"categories":4370},[],{"categories":4372},[140],{"categories":4374},[377],{"categories":4376},[101],{"categories":4378},[101],{"categories":4380},[101],{"categories":4382},[47],{"categories":4384},[47],{"categories":4386},[101],{"categories":4388},[47],{"categories":4390},[],{"categories":4392},[96],{"categories":4394},[47],{"categories":4396},[195],{"categories":4398},[96],{"categories":4400},[101],{"categories":4402},[115],{"categories":4404},[],{"categories":4406},[115],{"categories":4408},[47],{"categories":4410},[47],{"categories":4412},[91],{"categories":4414},[47],{"categories":4416},[140],{"categories":4418},[271],{"categories":4420},[129],{"categories":4422},[101],{"categories":4424},[101],{"categories":4426},[47],{"categories":4428},[47],{"categories":4430},[101],{"categories":4432},[47],{"categories":4434},[91],{"categories":4436},[],{"categories":4438},[101],{"categories":4440},[47],{"categories":4442},[47],{"categories":4444},[47],{"categories":4446},[101],{"categories":4448},[47],{"categories":4450},[],{"categories":4452},[47],{"categories":4454},[],{"categories":4456},[195],{"categories":4458},[101],{"categories":4460},[101],{"categories":4462},[47,96],{"categories":4464},[101],{"categories":4466},[47],{"categories":4468},[],{"categories":4470},[91],{"categories":4472},[118],{"categories":4474},[96],{"categories":4476},[101],{"categories":4478},[47],{"categories":4480},[115],{"categories":4482},[47],{"categories":4484},[47],{"categories":4486},[101],{"categories":4488},[47],{"categories":4490},[47],{"categories":4492},[47],{"categories":4494},[140],{"categories":4496},[1298],{"categories":4498},[101],{"categories":4500},[47],{"categories":4502},[],{"categories":4504},[],{"categories":4506},[47],{"categories":4508},[101],{"categories":4510},[47],{"categories":4512},[47],{"categories":4514},[271],{"categories":4516},[],{"categories":4518},[47],{"categories":4520},[101],{"categories":4522},[129],{"categories":4524},[101],{"categories":4526},[47],{"categories":4528},[462],{"categories":4530},[],{"categories":4532},[400],{"categories":4534},[47],{"categories":4536},[101],{"categories":4538},[47],{"categories":4540},[47],{"categories":4542},[47],{"categories":4544},[228],{"categories":4546},[47],{"categories":4548},[101],{"categories":4550},[47],{"categories":4552},[118],{"categories":4554},[104],{"categories":4556},[101],{"categories":4558},[47],{"categories":4560},[462],{"categories":4562},[47],{"categories":4564},[271],{"categories":4566},[96],{"categories":4568},[],{"categories":4570},[47],{"categories":4572},[47],{"categories":4574},[228],{"categories":4576},[195],{"categories":4578},[47],{"categories":4580},[47],{"categories":4582},[47],{"categories":4584},[],{"categories":4586},[228],{"categories":4588},[140],{"categories":4590},[47],{"categories":4592},[47],{"categories":4594},[47],{"categories":4596},[577],{"categories":4598},[91],{"categories":4600},[47],{"categories":4602},[104],{"categories":4604},[47],{"categories":4606},[47],{"categories":4608},[],{"categories":4610},[],{"categories":4612},[195],{"categories":4614},[47],{"categories":4616},[47],{"categories":4618},[118],{"categories":4620},[228],{"categories":4622},[101],{"categories":4624},[47],{"categories":4626},[47],{"categories":4628},[228],{"categories":4630},[96],{"categories":4632},[140],{"categories":4634},[47],{"categories":4636},[],{"categories":4638},[47],{"categories":4640},[47],{"categories":4642},[],{"categories":4644},[47],{"categories":4646},[47],{"categories":4648},[604],{"categories":4650},[47],{"categories":4652},[47],{"categories":4654},[101],{"categories":4656},[115],{"categories":4658},[462],{"categories":4660},[47],{"categories":4662},[96],{"categories":4664},[47],{"categories":4666},[47],{"categories":4668},[],{"categories":4670},[47,115],{"categories":4672},[140],{"categories":4674},[101],{"categories":4676},[115],{"categories":4678},[101],{"categories":4680},[951],{"categories":4682},[115],{"categories":4684},[115],{"categories":4686},[101],{"categories":4688},[47],{"categories":4690},[91],{"categories":4692},[47],{"categories":4694},[],{"categories":4696},[],{"categories":4698},[101],{"categories":4700},[47],{"categories":4702},[115],{"categories":4704},[101],{"categories":4706},[47],{"categories":4708},[91],{"categories":4710},[115],{"categories":4712},[115],{"categories":4714},[47],{"categories":4716},[228],{"categories":4718},[47],{"categories":4720},[47],{"categories":4722},[115],{"categories":4724},[47],{"categories":4726},[],{"categories":4728},[47],{"categories":4730},[47],{"categories":4732},[195,47],{"categories":4734},[271],{"categories":4736},[91],{"categories":4738},[47],{"categories":4740},[],{"categories":4742},[47],{"categories":4744},[47],{"categories":4746},[96],{"categories":4748},[47],{"categories":4750},[96],{"categories":4752},[47],{"categories":4754},[47],{"categories":4756},[377],{"categories":4758},[47],{"categories":4760},[96],{"categories":4762},[115],{"categories":4764},[118],{"categories":4766},[101],{"categories":4768},[47],{"categories":4770},[115],{"categories":4772},[47],{"categories":4774},[47],{"categories":4776},[140],{"categories":4778},[47],{"categories":4780},[228],{"categories":4782},[195],{"categories":4784},[47],{"categories":4786},[47],{"categories":4788},[104],{"categories":4790},[47],{"categories":4792},[47],{"categories":4794},[91],{"categories":4796},[47],{"categories":4798},[101],{"categories":4800},[101],{"categories":4802},[115],{"categories":4804},[47],{"categories":4806},[140],{"categories":4808},[115],{"categories":4810},[115],{"categories":4812},[47],{"categories":4814},[47],{"categories":4816},[],{"categories":4818},[],{"categories":4820},[118],{"categories":4822},[47],{"categories":4824},[115],{"categories":4826},[47],{"categories":4828},[195],{"categories":4830},[462],{"categories":4832},[400],{"categories":4834},[377],{"categories":4836},[47],{"categories":4838},[47],{"categories":4840},[115],{"categories":4842},[47],{"categories":4844},[118],{"categories":4846},[47],{"categories":4848},[47],{"categories":4850},[47],{"categories":4852},[47],{"categories":4854},[47],{"categories":4856},[47],{"categories":4858},[47],{"categories":4860},[101],{"categories":4862},[91],{"categories":4864},[101],{"categories":4866},[47,96],{"categories":4868},[],{"categories":4870},[195],{"categories":4872},[],{"categories":4874},[104],{"categories":4876},[47],{"categories":4878},[140],{"categories":4880},[91],{"categories":4882},[47],{"categories":4884},[91],{"categories":4886},[101],{"categories":4888},[118],{"categories":4890},[101],{"categories":4892},[96],{"categories":4894},[104],{"categories":4896},[47],{"categories":4898},[101],{"categories":4900},[47],{"categories":4902},[47],{"categories":4904},[47],{"categories":4906},[96],{"categories":4908},[101],{"categories":4910},[115],{"categories":4912},[228],{"categories":4914},[47],{"categories":4916},[47],{"categories":4918},[],{"categories":4920},[140],{"categories":4922},[47],{"categories":4924},[47],{"categories":4926},[47],{"categories":4928},[47],{"categories":4930},[47],{"categories":4932},[47],{"categories":4934},[115],{"categories":4936},[140],{"categories":4938},[115],{"categories":4940},[115],{"categories":4942},[47],{"categories":4944},[47],{"categories":4946},[47],{"categories":4948},[47],{"categories":4950},[400],{"categories":4952},[47],{"categories":4954},[101],{"categories":4956},[101],{"categories":4958},[140],{"categories":4960},[47],{"categories":4962},[47],{"categories":4964},[47],{"categories":4966},[101],{"categories":4968},[47],{"categories":4970},[47],{"categories":4972},[47],{"categories":4974},[3425],{"categories":4976},[4977],"Clinical AI",{"categories":4979},[195],{"categories":4981},[47],{"categories":4983},[47],{"categories":4985},[47],{"categories":4987},[47],{"categories":4989},[271],{"categories":4991},[2718],{"categories":4993},[47],{"categories":4995},[104],{"categories":4997},[195],{"categories":4999},[47],{"categories":5001},[101],{"categories":5003},[47],{"categories":5005},[47],{"categories":5007},[140],{"categories":5009},[47],{"categories":5011},[101],{"categories":5013},[115],{"categories":5015},[228],{"categories":5017},[47],{"categories":5019},[47],{"categories":5021},[96],{"categories":5023},[47],{"categories":5025},[47],{"categories":5027},[531],{"categories":5029},[47],{"categories":5031},[],{"categories":5033},[101],{"categories":5035},[47],{"categories":5037},[115],{"categories":5039},[91],{"categories":5041},[47],{"categories":5043},[],{"categories":5045},[],{"categories":5047},[47],{"categories":5049},[],{"categories":5051},[96],{"categories":5053},[47],{"categories":5055},[47],{"categories":5057},[101],{"categories":5059},[101],{"categories":5061},[47],{"categories":5063},[140],{"categories":5065},[140],{"categories":5067},[140],{"categories":5069},[140],{"categories":5071},[],{"categories":5073},[91],{"categories":5075},[101],{"categories":5077},[140],{"categories":5079},[47],{"categories":5081},[604],{"categories":5083},[104],{"categories":5085},[101],{"categories":5087},[47],{"categories":5089},[91],{"categories":5091},[47],{"categories":5093},[101],{"categories":5095},[47],{"categories":5097},[47],{"categories":5099},[47],{"categories":5101},[47],{"categories":5103},[47],{"categories":5105},[47,101],{"categories":5107},[101],{"categories":5109},[271],{"categories":5111},[140],{"categories":5113},[101],{"categories":5115},[140],{"categories":5117},[101],{"categories":5119},[47],{"categories":5121},[],{"categories":5123},[140],{"categories":5125},[228],{"categories":5127},[91],{"categories":5129},[47],{"categories":5131},[47],{"categories":5133},[],{"categories":5135},[115],{"categories":5137},[],{"categories":5139},[91],{"categories":5141},[101],{"categories":5143},[140],{"categories":5145},[47],{"categories":5147},[140],{"categories":5149},[91],{"categories":5151},[140],{"categories":5153},[140],{"categories":5155},[],{"categories":5157},[96],{"categories":5159},[101],{"categories":5161},[140],{"categories":5163},[140],{"categories":5165},[140],{"categories":5167},[140],{"categories":5169},[140],{"categories":5171},[140],{"categories":5173},[140],{"categories":5175},[140],{"categories":5177},[140],{"categories":5179},[140],{"categories":5181},[118],{"categories":5183},[91],{"categories":5185},[47],{"categories":5187},[47],{"categories":5189},[101],{"categories":5191},[101],{"categories":5193},[],{"categories":5195},[47],{"categories":5197},[47,91],{"categories":5199},[],{"categories":5201},[101],{"categories":5203},[47],{"categories":5205},[140],{"categories":5207},[101],{"categories":5209},[101],{"categories":5211},[951],{"categories":5213},[47],{"categories":5215},[47],{"categories":5217},[47],{"categories":5219},[47],{"categories":5221},[104],{"categories":5223},[47],{"categories":5225},[47],{"categories":5227},[377],{"categories":5229},[47],{"categories":5231},[47],{"categories":5233},[101],{"categories":5235},[47],{"categories":5237},[47],{"categories":5239},[47],{"categories":5241},[96],{"categories":5243},[104],{"categories":5245},[101],{"categories":5247},[101],{"categories":5249},[],{"categories":5251},[101],{"categories":5253},[195],{"categories":5255},[140],{"categories":5257},[47],{"categories":5259},[],{"categories":5261},[47],{"categories":5263},[104],{"categories":5265},[],{"categories":5267},[115],{"categories":5269},[47],{"categories":5271},[101],{"categories":5273},[195],{"categories":5275},[47],{"categories":5277},[47],{"categories":5279},[],{"categories":5281},[47],{"categories":5283},[47],{"categories":5285},[],{"categories":5287},[228],{"categories":5289},[47],{"categories":5291},[101],{"categories":5293},[],{"categories":5295},[],{"categories":5297},[140],{"categories":5299},[91],{"categories":5301},[47],{"categories":5303},[47],{"categories":5305},[96],{"categories":5307},[47],{"categories":5309},[47],{"categories":5311},[101],{"categories":5313},[47],{"categories":5315},[96],{"categories":5317},[96],{"categories":5319},[195],{"categories":5321},[],{"categories":5323},[47],{"categories":5325},[140],{"categories":5327},[],{"categories":5329},[47],{"categories":5331},[47],{"categories":5333},[195],{"categories":5335},[47],{"categories":5337},[47],{"categories":5339},[228],{"categories":5341},[47],{"categories":5343},[271],{"categories":5345},[],{"categories":5347},[101],{"categories":5349},[47],{"categories":5351},[228],{"categories":5353},[115],{"categories":5355},[],{"categories":5357},[47],{"categories":5359},[],{"categories":5361},[101],{"categories":5363},[195],{"categories":5365},[115],{"categories":5367},[],{"categories":5369},[3425],{"categories":5371},[96],{"categories":5373},[91],{"categories":5375},[47],{"categories":5377},[101],{"categories":5379},[118],{"categories":5381},[101],{"categories":5383},[47],{"categories":5385},[195],{"categories":5387},[47],{"categories":5389},[47],{"categories":5391},[115],{"categories":5393},[],{"categories":5395},[],{"categories":5397},[47],{"categories":5399},[91],{"categories":5401},[47],{"categories":5403},[228],{"categories":5405},[],{"categories":5407},[101],{"categories":5409},[101],{"categories":5411},[47],{"categories":5413},[101],{"categories":5415},[47],{"categories":5417},[140],{"categories":5419},[47],{"categories":5421},[115],{"categories":5423},[47],{"categories":5425},[101],{"categories":5427},[104],{"categories":5429},[47],{"categories":5431},[47],{"categories":5433},[47],{"categories":5435},[47],{"categories":5437},[101],{"categories":5439},[47],{"categories":5441},[104],{"categories":5443},[228],{"categories":5445},[140],{"categories":5447},[],{"categories":5449},[228],{"categories":5451},[47],{"categories":5453},[],{"categories":5455},[115],{"categories":5457},[101],{"categories":5459},[],{"categories":5461},[47],{"categories":5463},[47],{"categories":5465},[47],{"categories":5467},[47],{"categories":5469},[47],{"categories":5471},[101],{"categories":5473},[96],{"categories":5475},[91],{"categories":5477},[47],{"categories":5479},[47],{"categories":5481},[101],{"categories":5483},[47],{"categories":5485},[195],{"categories":5487},[115],{"categories":5489},[115],{"categories":5491},[47],{"categories":5493},[118],{"categories":5495},[101],{"categories":5497},[47],{"categories":5499},[47],{"categories":5501},[101],{"categories":5503},[47],{"categories":5505},[47],{"categories":5507},[47],{"categories":5509},[101],{"categories":5511},[96],{"categories":5513},[47],{"categories":5515},[195],{"categories":5517},[115],{"categories":5519},[101],{"categories":5521},[47],{"categories":5523},[104],{"categories":5525},[47],{"categories":5527},[104],{"categories":5529},[101],{"categories":5531},[47],{"categories":5533},[47],{"categories":5535},[140],{"categories":5537},[47],{"categories":5539},[],{"categories":5541},[91],{"categories":5543},[47],{"categories":5545},[47],{"categories":5547},[47],{"categories":5549},[115],{"categories":5551},[115],{"categories":5553},[47],{"categories":5555},[115],{"categories":5557},[47],{"categories":5559},[101],{"categories":5561},[47],{"categories":5563},[47],{"categories":5565},[47],{"categories":5567},[47],{"categories":5569},[47],{"categories":5571},[],{"categories":5573},[47],{"categories":5575},[195],{"categories":5577},[101],{"categories":5579},[96],{"categories":5581},[140],{"categories":5583},[47],{"categories":5585},[101],{"categories":5587},[47],{"categories":5589},[101],{"categories":5591},[47],{"categories":5593},[47],{"categories":5595},[195],{"categories":5597},[101],{"categories":5599},[47],{"categories":5601},[228],{"categories":5603},[96],{"categories":5605},[47],{"categories":5607},[118],{"categories":5609},[47],{"categories":5611},[47],{"categories":5613},[140],{"categories":5615},[47],{"categories":5617},[47],{"categories":5619},[47],{"categories":5621},[47],{"categories":5623},[101],{"categories":5625},[271],{"categories":5627},[47],{"categories":5629},[115],{"categories":5631},[101],{"categories":5633},[118],{"categories":5635},[],{"categories":5637},[101],{"categories":5639},[115],{"categories":5641},[47],{"categories":5643},[47],{"categories":5645},[47],{"categories":5647},[2540],{"categories":5649},[47],{"categories":5651},[195],{"categories":5653},[306],{"categories":5655},[47],{"categories":5657},[47],{"categories":5659},[47],{"categories":5661},[47],{"categories":5663},[47],{"categories":5665},[91],{"categories":5667},[101],{"categories":5669},[47],{"categories":5671},[47],{"categories":5673},[115],{"categories":5675},[96],{"categories":5677},[47],{"categories":5679},[115],{"categories":5681},[47],{"categories":5683},[],{"categories":5685},[101],{"categories":5687},[101],{"categories":5689},[47],{"categories":5691},[47],{"categories":5693},[47],{"categories":5695},[118],{"categories":5697},[],{"categories":5699},[140],{"categories":5701},[],{"categories":5703},[140],{"categories":5705},[47],{"categories":5707},[47],{"categories":5709},[47],{"categories":5711},[101],{"categories":5713},[47],{"categories":5715},[101],{"categories":5717},[101],{"categories":5719},[],{"categories":5721},[47],{"categories":5723},[140],{"categories":5725},[47],{"categories":5727},[],{"categories":5729},[47],{"categories":5731},[47],{"categories":5733},[],{"categories":5735},[47],{"categories":5737},[47],{"categories":5739},[195],{"categories":5741},[115],{"categories":5743},[101],{"categories":5745},[47],{"categories":5747},[47],{"categories":5749},[47],{"categories":5751},[47],{"categories":5753},[47],{"categories":5755},[228],{"categories":5757},[47],{"categories":5759},[47],{"categories":5761},[47],{"categories":5763},[91],{"categories":5765},[47],{"categories":5767},[47],{"categories":5769},[],{"categories":5771},[47],{"categories":5773},[47],{"categories":5775},[47],{"categories":5777},[],{"categories":5779},[101],{"categories":5781},[91],{"categories":5783},[47],{"categories":5785},[47],{"categories":5787},[47],{"categories":5789},[47],{"categories":5791},[140],{"categories":5793},[47],{"categories":5795},[115],{"categories":5797},[104],{"categories":5799},[101],{"categories":5801},[462],{"categories":5803},[47],{"categories":5805},[47],{"categories":5807},[47],{"categories":5809},[115],{"categories":5811},[140],{"categories":5813},[195],{"categories":5815},[47],{"categories":5817},[47],{"categories":5819},[47],{"categories":5821},[47],{"categories":5823},[47],{"categories":5825},[47],{"categories":5827},[140],{"categories":5829},[47],{"categories":5831},[195],{"categories":5833},[47],{"categories":5835},[47],{"categories":5837},[140],{"categories":5839},[195],{"categories":5841},[47],{"categories":5843},[140],{"categories":5845},[47],{"categories":5847},[101],{"categories":5849},[101],{"categories":5851},[101],{"categories":5853},[47],{"categories":5855},[115],{"categories":5857},[140],{"categories":5859},[101],{"categories":5861},[101],{"categories":5863},[47],{"categories":5865},[115],{"categories":5867},[195],{"categories":5869},[47],{"categories":5871},[47],{"categories":5873},[101],{"categories":5875},[47],{"categories":5877},[],{"categories":5879},[101],{"categories":5881},[],{"categories":5883},[47],{"categories":5885},[47],{"categories":5887},[],{"categories":5889},[],{"categories":5891},[101],{"categories":5893},[96],{"categories":5895},[101],{"categories":5897},[5898],"Liability & Ethics",{"categories":5900},[47],{"categories":5902},[47],{"categories":5904},[47],{"categories":5906},[101],{"categories":5908},[91],{"categories":5910},[101],{"categories":5912},[96],{"categories":5914},[228],{"categories":5916},[47],{"categories":5918},[101],{"categories":5920},[47],{"categories":5922},[47],{"categories":5924},[47],{"categories":5926},[],{"categories":5928},[577],{"categories":5930},[101],{"categories":5932},[],{"categories":5934},[47],{"categories":5936},[91],{"categories":5938},[101],{"categories":5940},[47],{"categories":5942},[],{"categories":5944},[101],{"categories":5946},[47],{"categories":5948},[47],{"categories":5950},[115],{"categories":5952},[47],{"categories":5954},[140],{"categories":5956},[47],{"categories":5958},[47],{"categories":5960},[104],{"categories":5962},[47],{"categories":5964},[101],{"categories":5966},[47],{"categories":5968},[47],{"categories":5970},[47],{"categories":5972},[140],{"categories":5974},[101],{"categories":5976},[115],{"categories":5978},[195],{"categories":5980},[91],{"categories":5982},[47],{"categories":5984},[47],{"categories":5986},[47],{"categories":5988},[],{"categories":5990},[101],{"categories":5992},[101],{"categories":5994},[101],{"categories":5996},[462],{"categories":5998},[195],{"categories":6000},[101],{"categories":6002},[271],{"categories":6004},[115],{"categories":6006},[140],{"categories":6008},[47],{"categories":6010},[195],{"categories":6012},[47],{"categories":6014},[91],{"categories":6016},[],{"categories":6018},[47],{"categories":6020},[101],{"categories":6022},[47],{"categories":6024},[47],{"categories":6026},[47],{"categories":6028},[47],{"categories":6030},[101],{"categories":6032},[47],{"categories":6034},[47],{"categories":6036},[195],{"categories":6038},[101],{"categories":6040},[],{"categories":6042},[101],{"categories":6044},[104],{"categories":6046},[47],{"categories":6048},[140],{"categories":6050},[101],{"categories":6052},[96],{"categories":6054},[],{"categories":6056},[47],{"categories":6058},[47],{"categories":6060},[104],{"categories":6062},[47],{"categories":6064},[101],{"categories":6066},[140],{"categories":6068},[91],{"categories":6070},[271],{"categories":6072},[47],{"categories":6074},[47],{"categories":6076},[47],{"categories":6078},[140],{"categories":6080},[96],{"categories":6082},[47],{"categories":6084},[195],{"categories":6086},[140],{"categories":6088},[271],{"categories":6090},[47],{"categories":6092},[101],{"categories":6094},[],{"categories":6096},[531],{"categories":6098},[],{"categories":6100},[47],{"categories":6102},[271],{"categories":6104},[47],{"categories":6106},[118],{"categories":6108},[47],{"categories":6110},[101],{"categories":6112},[101],{"categories":6114},[6115],"Design News & Tools",{"categories":6117},[47],{"categories":6119},[47],{"categories":6121},[140],{"categories":6123},[47],{"categories":6125},[47],{"categories":6127},[47],{"categories":6129},[91],{"categories":6131},[101],{"categories":6133},[47],{"categories":6135},[195],{"categories":6137},[101],{"categories":6139},[101],{"categories":6141},[195],{"categories":6143},[47],{"categories":6145},[47],{"categories":6147},[47],{"categories":6149},[462],{"categories":6151},[101],{"categories":6153},[47],{"categories":6155},[101],{"categories":6157},[47],{"categories":6159},[47],{"categories":6161},[462],{"categories":6163},[47],{"categories":6165},[228],{"categories":6167},[47],{"categories":6169},[101],{"categories":6171},[],{"categories":6173},[47],{"categories":6175},[47],{"categories":6177},[47],{"categories":6179},[140],{"categories":6181},[47],{"categories":6183},[91],{"categories":6185},[],{"categories":6187},[47],{"categories":6189},[47],{"categories":6191},[47],{"categories":6193},[115],{"categories":6195},[604],{"categories":6197},[115],{"categories":6199},[195],{"categories":6201},[47],{"categories":6203},[47,101],{"categories":6205},[228,96],{"categories":6207},[115],{"categories":6209},[47],{"categories":6211},[47],{"categories":6213},[47],{"categories":6215},[47],{"categories":6217},[],{"categories":6219},[115],{"categories":6221},[101],{"categories":6223},[47],{"categories":6225},[47],{"categories":6227},[],{"categories":6229},[47],{"categories":6231},[115],{"categories":6233},[47],{"categories":6235},[115],{"categories":6237},[47],{"categories":6239},[],{"categories":6241},[101],{"categories":6243},[47],{"categories":6245},[96],{"categories":6247},[47],{"categories":6249},[140],{"categories":6251},[47],{"categories":6253},[],{"categories":6255},[47],{"categories":6257},[101],{"categories":6259},[47],{"categories":6261},[],{"categories":6263},[195],{"categories":6265},[47],{"categories":6267},[47],{"categories":6269},[101],{"categories":6271},[47],{"categories":6273},[47],{"categories":6275},[47],{"categories":6277},[91],{"categories":6279},[47],{"categories":6281},[101],{"categories":6283},[47],{"categories":6285},[],{"categories":6287},[47],{"categories":6289},[271],{"categories":6291},[228],{"categories":6293},[96],{"categories":6295},[96],{"categories":6297},[47],{"categories":6299},[91],{"categories":6301},[91],{"categories":6303},[47],{"categories":6305},[101],{"categories":6307},[47],{"categories":6309},[47],{"categories":6311},[47],{"categories":6313},[47],{"categories":6315},[115],{"categories":6317},[47],{"categories":6319},[91],{"categories":6321},[47],{"categories":6323},[47],{"categories":6325},[101],{"categories":6327},[47],{"categories":6329},[228],{"categories":6331},[47],{"categories":6333},[140],{"categories":6335},[47],{"categories":6337},[47],{"categories":6339},[101],{"categories":6341},[104],{"categories":6343},[47],{"categories":6345},[101],{"categories":6347},[47],{"categories":6349},[101],{"categories":6351},[],{"categories":6353},[115],{"categories":6355},[],{"categories":6357},[115],{"categories":6359},[101],{"categories":6361},[91],{"categories":6363},[47],{"categories":6365},[],{"categories":6367},[118],{"categories":6369},[271],{"categories":6371},[47],{"categories":6373},[115],{"categories":6375},[47],{"categories":6377},[],{"categories":6379},[140],{"categories":6381},[101],{"categories":6383},[115],{"categories":6385},[195],{"categories":6387},[96],{"categories":6389},[47],{"categories":6391},[47],{"categories":6393},[101],{"categories":6395},[115],{"categories":6397},[101],{"categories":6399},[140],{"categories":6401},[47],{"categories":6403},[104],{"categories":6405},[91],{"categories":6407},[104],{"categories":6409},[140],{"categories":6411},[47],{"categories":6413},[47],{"categories":6415},[115],{"categories":6417},[47],{"categories":6419},[195],{"categories":6421},[96],{"categories":6423},[47],{"categories":6425},[47],{"categories":6427},[47],{"categories":6429},[47],{"categories":6431},[47],{"categories":6433},[47],{"categories":6435},[101],{"categories":6437},[47],{"categories":6439},[47],{"categories":6441},[101],{"categories":6443},[47],{"categories":6445},[47],{"categories":6447},[91],{"categories":6449},[47],{"categories":6451},[101],{"categories":6453},[101],{"categories":6455},[195],{"categories":6457},[101],{"categories":6459},[47],{"categories":6461},[101],{"categories":6463},[47],{"categories":6465},[91],{"categories":6467},[101],{"categories":6469},[195],{"categories":6471},[],{"categories":6473},[47],{"categories":6475},[118],{"categories":6477},[462],{"categories":6479},[47],{"categories":6481},[101],{"categories":6483},[47],{"categories":6485},[47],{"categories":6487},[115],{"categories":6489},[47],{"categories":6491},[],{"categories":6493},[47],{"categories":6495},[101],{"categories":6497},[96],{"categories":6499},[47],{"categories":6501},[228],{"categories":6503},[195],{"categories":6505},[47],{"categories":6507},[115],{"categories":6509},[47],{"categories":6511},[140],{"categories":6513},[101],{"categories":6515},[47],{"categories":6517},[228],{"categories":6519},[101],{"categories":6521},[96],{"categories":6523},[96],{"categories":6525},[47],{"categories":6527},[47],{"categories":6529},[47],{"categories":6531},[47],{"categories":6533},[47],{"categories":6535},[47],{"categories":6537},[91],{"categories":6539},[47],{"categories":6541},[],{"categories":6543},[47],{"categories":6545},[47],{"categories":6547},[101],{"categories":6549},[47],{"categories":6551},[101],{"categories":6553},[47],{"categories":6555},[47],{"categories":6557},[47],{"categories":6559},[47],{"categories":6561},[47],{"categories":6563},[47],{"categories":6565},[115],{"categories":6567},[],{"categories":6569},[91],{"categories":6571},[47],{"categories":6573},[47],{"categories":6575},[101],{"categories":6577},[101],{"categories":6579},[],{"categories":6581},[115],{"categories":6583},[115],{"categories":6585},[47],{"categories":6587},[228],{"categories":6589},[96],{"categories":6591},[195],{"categories":6593},[47],{"categories":6595},[],{"categories":6597},[47],{"categories":6599},[101],{"categories":6601},[91],{"categories":6603},[47],{"categories":6605},[47],{"categories":6607},[115],{"categories":6609},[91],{"categories":6611},[47],{"categories":6613},[47],{"categories":6615},[140],{"categories":6617},[118],{"categories":6619},[47],{"categories":6621},[140],{"categories":6623},[47],{"categories":6625},[101],{"categories":6627},[47],{"categories":6629},[47],{"categories":6631},[],{"categories":6633},[140],{"categories":6635},[101],{"categories":6637},[195],{"categories":6639},[118],{"categories":6641},[47],{"categories":6643},[47],{"categories":6645},[47],{"categories":6647},[],{"categories":6649},[101],{"categories":6651},[101],{"categories":6653},[101],{"categories":6655},[3425],{"categories":6657},[140],{"categories":6659},[47],{"categories":6661},[115],{"categories":6663},[47],{"categories":6665},[47],{"categories":6667},[47],{"categories":6669},[47],{"categories":6671},[47],{"categories":6673},[101],{"categories":6675},[47],{"categories":6677},[96],{"categories":6679},[47],{"categories":6681},[91],{"categories":6683},[1932],{"categories":6685},[271],{"categories":6687},[91],{"categories":6689},[],{"categories":6691},[104],{"categories":6693},[47],{"categories":6695},[],{"categories":6697},[47],{"categories":6699},[140],{"categories":6701},[101],{"categories":6703},[195],{"categories":6705},[47],{"categories":6707},[101],{"categories":6709},[47],{"categories":6711},[47],{"categories":6713},[47],{"categories":6715},[47],{"categories":6717},[140],{"categories":6719},[],{"categories":6721},[47],{"categories":6723},[101],{"categories":6725},[47],{"categories":6727},[101],{"categories":6729},[101],{"categories":6731},[],{"categories":6733},[47],{"categories":6735},[],{"categories":6737},[140],{"categories":6739},[91],{"categories":6741},[47],{"categories":6743},[195],{"categories":6745},[47],{"categories":6747},[101],{"categories":6749},[140],{"categories":6751},[47],{"categories":6753},[140],{"categories":6755},[],{"categories":6757},[140],{"categories":6759},[47],{"categories":6761},[91],{"categories":6763},[101],{"categories":6765},[462],{"categories":6767},[47],{"categories":6769},[101],{"categories":6771},[47],{"categories":6773},[],{"categories":6775},[115],{"categories":6777},[101],{"categories":6779},[104],{"categories":6781},[101],{"categories":6783},[47],{"categories":6785},[91],{"categories":6787},[47],{"categories":6789},[47],{"categories":6791},[],{"categories":6793},[],{"categories":6795},[],{"categories":6797},[195],{"categories":6799},[47],{"categories":6801},[101],{"categories":6803},[47],{"categories":6805},[47],{"categories":6807},[],{"categories":6809},[],{"categories":6811},[],{"categories":6813},[47],{"categories":6815},[101],{"categories":6817},[195],{"categories":6819},[47],{"categories":6821},[],{"categories":6823},[101],{"categories":6825},[47],{"categories":6827},[47],{"categories":6829},[91],{"categories":6831},[],{"categories":6833},[],{"categories":6835},[47],{"categories":6837},[47],{"categories":6839},[47],{"categories":6841},[101],{"categories":6843},[195],{"categories":6845},[47],{"categories":6847},[140],{"categories":6849},[],{"categories":6851},[47],{"categories":6853},[47],{"categories":6855},[228],{"categories":6857},[140],{"categories":6859},[228],{"categories":6861},[115],{"categories":6863},[118],{"categories":6865},[47],{"categories":6867},[47],{"categories":6869},[],{"categories":6871},[],{"categories":6873},[101],{"categories":6875},[],{"categories":6877},[47],{"categories":6879},[462],{"categories":6881},[47],{"categories":6883},[47],{"categories":6885},[47],{"categories":6887},[47],{"categories":6889},[],{"categories":6891},[101],{"categories":6893},[47],{"categories":6895},[47],{"categories":6897},[],{"categories":6899},[101],{"categories":6901},[101],{"categories":6903},[47],{"categories":6905},[140],{"categories":6907},[47],{"categories":6909},[228],{"categories":6911},[47],{"categories":6913},[101],{"categories":6915},[96],{"categories":6917},[104],{"categories":6919},[47],{"categories":6921},[47],{"categories":6923},[101],{"categories":6925},[118],{"categories":6927},[101],{"categories":6929},[101],{"categories":6931},[],{"categories":6933},[47],{"categories":6935},[101],{"categories":6937},[],{"categories":6939},[47],{"categories":6941},[],{"categories":6943},[140],{"categories":6945},[96],{"categories":6947},[],{"categories":6949},[47],{"categories":6951},[47],{"categories":6953},[47],{"categories":6955},[],{"categories":6957},[101],{"categories":6959},[195],{"categories":6961},[91],{"categories":6963},[47],{"categories":6965},[],{"categories":6967},[96],{"categories":6969},[228],{"categories":6971},[47],{"categories":6973},[115],{"categories":6975},[91],{"categories":6977},[118],{"categories":6979},[96],{"categories":6981},[115],{"categories":6983},[101],{"categories":6985},[115],{"categories":6987},[],{"categories":6989},[47],{"categories":6991},[104],{"categories":6993},[104],{"categories":6995},[47],{"categories":6997},[],{"categories":6999},[101],{"categories":7001},[101],{"categories":7003},[91],{"categories":7005},[195],{"categories":7007},[47],{"categories":7009},[47],{"categories":7011},[91],{"categories":7013},[101],{"categories":7015},[271],{"categories":7017},[47],{"categories":7019},[47],{"categories":7021},[47],{"categories":7023},[47],{"categories":7025},[47],{"categories":7027},[91],{"categories":7029},[47],{"categories":7031},[115],{"categories":7033},[118],{"categories":7035},[101],{"categories":7037},[],{"categories":7039},[47],{"categories":7041},[47],{"categories":7043},[47],{"categories":7045},[115],{"categories":7047},[101],{"categories":7049},[140],{"categories":7051},[115],{"categories":7053},[47],{"categories":7055},[104],{"categories":7057},[],{"categories":7059},[195],{"categories":7061},[115],{"categories":7063},[140],{"categories":7065},[47],{"categories":7067},[47],{"categories":7069},[91],{"categories":7071},[101],{"categories":7073},[47],{"categories":7075},[47],{"categories":7077},[101],{"categories":7079},[104],{"categories":7081},[47],{"categories":7083},[101],{"categories":7085},[47],{"categories":7087},[96],{"categories":7089},[47],{"categories":7091},[101],{"categories":7093},[101,271],{"categories":7095},[47],{"categories":7097},[47],{"categories":7099},[101],{"categories":7101},[115],{"categories":7103},[47],{"categories":7105},[47],{"categories":7107},[47],{"categories":7109},[118],{"categories":7111},[101],{"categories":7113},[228],{"categories":7115},[101],{"categories":7117},[96],{"categories":7119},[],{"categories":7121},[101],{"categories":7123},[47],{"categories":7125},[96],{"categories":7127},[],{"categories":7129},[],{"categories":7131},[47],{"categories":7133},[115],{"categories":7135},[47],{"categories":7137},[47],{"categories":7139},[101],{"categories":7141},[47],{"categories":7143},[118],{"categories":7145},[228],{"categories":7147},[47],{"categories":7149},[47],{"categories":7151},[47],{"categories":7153},[47],{"categories":7155},[101],{"categories":7157},[],{"categories":7159},[101],{"categories":7161},[140],{"categories":7163},[47],{"categories":7165},[101],{"categories":7167},[101],{"categories":7169},[47],{"categories":7171},[],{"categories":7173},[140],{"categories":7175},[115],{"categories":7177},[3425],{"categories":7179},[91],{"categories":7181},[115],{"categories":7183},[47],{"categories":7185},[101],{"categories":7187},[47],{"categories":7189},[47],{"categories":7191},[228],{"categories":7193},[115],{"categories":7195},[118],{"categories":7197},[],{"categories":7199},[140],{"categories":7201},[47],{"categories":7203},[47],{"categories":7205},[],{"categories":7207},[101],{"categories":7209},[47],{"categories":7211},[47],{"categories":7213},[47],{"categories":7215},[47],{"categories":7217},[101],{"categories":7219},[47],{"categories":7221},[47],{"categories":7223},[47],{"categories":7225},[47],{"categories":7227},[104],{"categories":7229},[47],{"categories":7231},[101],{"categories":7233},[47],{"categories":7235},[47],{"categories":7237},[47],{"categories":7239},[47],{"categories":7241},[47],{"categories":7243},[47],{"categories":7245},[47],{"categories":7247},[96],{"categories":7249},[],{"categories":7251},[104],{"categories":7253},[47],{"categories":7255},[140],{"categories":7257},[101],{"categories":7259},[47],{"categories":7261},[115],{"categories":7263},[],{"categories":7265},[115],{"categories":7267},[115],{"categories":7269},[101],{"categories":7271},[115],{"categories":7273},[47],{"categories":7275},[47],{"categories":7277},[47],{"categories":7279},[101],{"categories":7281},[115],{"categories":7283},[47],{"categories":7285},[47],{"categories":7287},[47],{"categories":7289},[101],{"categories":7291},[140],{"categories":7293},[47],{"categories":7295},[47],{"categories":7297},[47],{"categories":7299},[96],{"categories":7301},[47],{"categories":7303},[101],{"categories":7305},[195],{"categories":7307},[],{"categories":7309},[47],{"categories":7311},[47],{"categories":7313},[118],{"categories":7315},[47],{"categories":7317},[101],{"categories":7319},[47],{"categories":7321},[47],{"categories":7323},[],{"categories":7325},[47],{"categories":7327},[47],{"categories":7329},[140],{"categories":7331},[47],{"categories":7333},[47],{"categories":7335},[101],{"categories":7337},[228],{"categories":7339},[],{"categories":7341},[],{"categories":7343},[115],{"categories":7345},[47],{"categories":7347},[47],{"categories":7349},[104],{"categories":7351},[140],{"categories":7353},[47],{"categories":7355},[115],{"categories":7357},[140],{"categories":7359},[47],{"categories":7361},[47],{"categories":7363},[228],{"categories":7365},[118],{"categories":7367},[47],{"categories":7369},[47],{"categories":7371},[91],{"categories":7373},[101],{"categories":7375},[47],{"categories":7377},[47],{"categories":7379},[101],{"categories":7381},[96],{"categories":7383},[101],{"categories":7385},[115],{"categories":7387},[47],{"categories":7389},[96],{"categories":7391},[],{"categories":7393},[47],{"categories":7395},[118],{"categories":7397},[47],{"categories":7399},[47],{"categories":7401},[],{"categories":7403},[140],{"categories":7405},[47],{"categories":7407},[101],{"categories":7409},[118],{"categories":7411},[47],{"categories":7413},[115],{"categories":7415},[115],{"categories":7417},[115],{"categories":7419},[47],{"categories":7421},[101],{"categories":7423},[101],{"categories":7425},[47],{"categories":7427},[101],{"categories":7429},[47],{"categories":7431},[47],{"categories":7433},[195],{"categories":7435},[118],{"categories":7437},[118],{"categories":7439},[],{"categories":7441},[140],{"categories":7443},[47],{"categories":7445},[47],{"categories":7447},[115],{"categories":7449},[],{"categories":7451},[140],{"categories":7453},[140],{"categories":7455},[140],{"categories":7457},[],{"categories":7459},[101],{"categories":7461},[47],{"categories":7463},[],{"categories":7465},[91],{"categories":7467},[96],{"categories":7469},[],{"categories":7471},[47],{"categories":7473},[47],{"categories":7475},[],{"categories":7477},[115],{"categories":7479},[],{"categories":7481},[],{"categories":7483},[],{"categories":7485},[],{"categories":7487},[47],{"categories":7489},[140],{"categories":7491},[],{"categories":7493},[],{"categories":7495},[47],{"categories":7497},[47],{"categories":7499},[47],{"categories":7501},[118],{"categories":7503},[47],{"categories":7505},[118],{"categories":7507},[],{"categories":7509},[118],{"categories":7511},[118],{"categories":7513},[271],{"categories":7515},[101],{"categories":7517},[115],{"categories":7519},[],{"categories":7521},[],{"categories":7523},[118],{"categories":7525},[115],{"categories":7527},[115],{"categories":7529},[115],{"categories":7531},[],{"categories":7533},[91],{"categories":7535},[115],{"categories":7537},[115],{"categories":7539},[91],{"categories":7541},[115],{"categories":7543},[96],{"categories":7545},[115],{"categories":7547},[115],{"categories":7549},[115],{"categories":7551},[118],{"categories":7553},[140],{"categories":7555},[140],{"categories":7557},[47],{"categories":7559},[115],{"categories":7561},[118],{"categories":7563},[271],{"categories":7565},[118],{"categories":7567},[118],{"categories":7569},[118],{"categories":7571},[],{"categories":7573},[96],{"categories":7575},[],{"categories":7577},[271],{"categories":7579},[115],{"categories":7581},[115],{"categories":7583},[115],{"categories":7585},[101],{"categories":7587},[140,96],{"categories":7589},[118],{"categories":7591},[],{"categories":7593},[],{"categories":7595},[118],{"categories":7597},[],{"categories":7599},[118],{"categories":7601},[140],{"categories":7603},[101],{"categories":7605},[],{"categories":7607},[115],{"categories":7609},[47],{"categories":7611},[195],{"categories":7613},[],{"categories":7615},[47],{"categories":7617},[],{"categories":7619},[140],{"categories":7621},[91],{"categories":7623},[118],{"categories":7625},[],{"categories":7627},[115],{"categories":7629},[140],[7631,7707,7765,7815],{"id":7632,"title":7633,"ai":7634,"body":7639,"categories":7690,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":7691,"navigation":68,"path":7698,"published_at":7699,"question":48,"scraped_at":7699,"seo":7700,"sitemap":7701,"source_id":73,"source_name":74,"source_type":75,"source_url":76,"stem":7702,"tags":7703,"thumbnail_url":48,"tldr":7704,"tweet":48,"unknown_tags":7705,"__hash__":7706},"summaries\u002Fsummaries\u002F2ff230eac68aac35-andrej-karpathy-a-decade-of-ai-engineering-and-res-summary.md","Andrej Karpathy: A Decade of AI Engineering and Research",{"provider":7,"model":8,"input_tokens":7635,"output_tokens":7636,"processing_time_ms":7637,"cost_usd":7638},5273,505,3329,0.00207575,{"type":14,"value":7640,"toc":7685},[7641,7645,7648,7652,7655,7678,7682],[17,7642,7644],{"id":7643},"the-engineering-first-approach-to-ai","The Engineering-First Approach to AI",[22,7646,7647],{},"Andrej Karpathy’s blog is a masterclass in the 'builder' philosophy. Rather than focusing on abstract theory, the content consistently emphasizes the importance of building systems from scratch to understand their fundamental mechanics. Whether it is implementing a GPT model in 200 lines of Python, training a reinforcement learning agent to play Pong from raw pixels, or signing a Bitcoin transaction without dependencies, the core lesson is that true mastery comes from removing the 'black box' of high-level frameworks.",[17,7649,7651],{"id":7650},"practical-research-and-productivity","Practical Research and Productivity",[22,7653,7654],{},"Beyond technical implementation, the blog offers a rigorous look at the process of research and professional development. Karpathy provides actionable frameworks for:",[7656,7657,7658,7666,7672],"ul",{},[7659,7660,7661,7665],"li",{},[7662,7663,7664],"strong",{},"Neural Network Training:"," A 'recipe' for achieving strong results, moving beyond the hype to focus on the iterative process of debugging, data preparation, and hyperparameter tuning.",[7659,7667,7668,7671],{},[7662,7669,7670],{},"Productivity Quantification:"," A data-driven approach to personal performance, using tools to track keystrokes and active windows to gain insights into work habits.",[7659,7673,7674,7677],{},[7662,7675,7676],{},"Academic Survival:"," Pragmatic advice for navigating the PhD experience, treating it as a project that requires strategic management rather than just intellectual output.",[17,7679,7681],{"id":7680},"historical-context-and-evolution","Historical Context and Evolution",[22,7683,7684],{},"The collection serves as a timeline of deep learning's evolution. It documents the transition from early computer vision challenges—such as manually classifying CIFAR-10 to establish a human baseline—to the modern era of large language models. The content highlights the 'unreasonable effectiveness' of architectures like RNNs and the persistent challenge of adversarial examples, providing a perspective that balances excitement for new breakthroughs with a grounded, critical view of how far we still have to go.",{"title":40,"searchDepth":41,"depth":41,"links":7686},[7687,7688,7689],{"id":7643,"depth":41,"text":7644},{"id":7650,"depth":41,"text":7651},{"id":7680,"depth":41,"text":7681},[47],{"content_references":7692,"triage":7696},[7693],{"type":7694,"title":7695,"author":56,"context":57},"other","LeCun et al. 1989",{"relevance":64,"novelty":65,"quality":65,"actionability":65,"composite":66,"reasoning":7697},"Category: AI & LLMs. The article maps directly to AI engineering and provides a deep dive into practical methodologies for building AI systems, addressing the audience's need for actionable insights. It includes specific frameworks for neural network training and productivity quantification, making it highly relevant for builders.","\u002Fsummaries\u002F2ff230eac68aac35-andrej-karpathy-a-decade-of-ai-engineering-and-res-summary","2026-06-06 16:11:26",{"title":7633,"description":40},{"loc":7698},"summaries\u002F2ff230eac68aac35-andrej-karpathy-a-decade-of-ai-engineering-and-res-summary",[79,80,81,82],"A retrospective of Andrej Karpathy's blog, which serves as a foundational archive for AI engineering, covering everything from building neural networks from scratch to practical productivity and research methodologies.",[82],"I-05wgnhfQfDh8pckIKPTiGyl6exFRgD3VB8fZdBdU4",{"id":7708,"title":7709,"ai":7710,"body":7715,"categories":7743,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":7744,"navigation":68,"path":7754,"published_at":7755,"question":48,"scraped_at":7755,"seo":7756,"sitemap":7757,"source_id":7758,"source_name":7759,"source_type":75,"source_url":7749,"stem":7760,"tags":7761,"thumbnail_url":48,"tldr":7762,"tweet":48,"unknown_tags":7763,"__hash__":7764},"summaries\u002Fsummaries\u002F142f4e3c8cb6a833-self-improvement-via-fast-tree-search-summary.md","Self-Improvement via Fast Tree-Search",{"provider":7,"model":8,"input_tokens":7711,"output_tokens":7712,"processing_time_ms":7713,"cost_usd":7714},4009,500,2997,0.00175225,{"type":14,"value":7716,"toc":7738},[7717,7721,7724,7728,7731,7735],[17,7718,7720],{"id":7719},"enhancing-reasoning-through-iterative-tree-search","Enhancing Reasoning through Iterative Tree-Search",[22,7722,7723],{},"The core premise of the research is that LLMs can achieve significant performance gains by moving beyond single-pass inference. By employing fast tree-search algorithms, the system allows the model to explore multiple reasoning paths, evaluate potential outcomes, and select the most promising trajectory. This approach effectively treats the generation process as a search problem, where the model can 'think' through complex tasks by branching out and backtracking when a path proves suboptimal.",[17,7725,7727],{"id":7726},"mechanisms-for-self-correction-and-optimization","Mechanisms for Self-Correction and Optimization",[22,7729,7730],{},"The paper details how this search-based architecture facilitates self-improvement. By evaluating intermediate steps within the tree, the model can identify errors or logical inconsistencies before they propagate to the final output. This iterative refinement loop allows the model to learn from its own search history, effectively bootstrapping its capabilities. The 'fast' nature of the search is critical, as it balances the computational overhead of exploring multiple paths with the need for low-latency responses, making it a viable strategy for production-grade AI applications.",[17,7732,7734],{"id":7733},"practical-implications-for-model-architecture","Practical Implications for Model Architecture",[22,7736,7737],{},"This methodology shifts the focus from purely scaling model parameters to optimizing the inference-time compute. By leveraging tree-search, developers can extract higher-quality reasoning from existing models without requiring full retraining. The findings suggest that the integration of structured search algorithms is a robust way to mitigate common LLM failure modes, such as hallucination and logical drift, by forcing the model to verify its reasoning steps against a defined search objective.",{"title":40,"searchDepth":41,"depth":41,"links":7739},[7740,7741,7742],{"id":7719,"depth":41,"text":7720},{"id":7726,"depth":41,"text":7727},{"id":7733,"depth":41,"text":7734},[47],{"content_references":7745,"triage":7750},[7746],{"type":54,"title":7747,"author":7748,"url":7749,"context":57},"Self Improvement via Fast Tree-search","Unknown","https:\u002F\u002Farxiv.org\u002Fabs\u002F2609.19526",{"relevance":64,"novelty":65,"quality":65,"actionability":7751,"composite":7752,"reasoning":7753},3,4.15,"Category: AI & LLMs. The article presents a novel methodology for enhancing AI model performance through fast tree-search algorithms, directly addressing the audience's need for practical applications in AI-powered products. It provides insights into improving reasoning and output quality, which is crucial for developers looking to implement advanced AI features.","\u002Fsummaries\u002F142f4e3c8cb6a833-self-improvement-via-fast-tree-search-summary","2026-09-19 03:10:36",{"title":7709,"description":40},{"loc":7754},"142f4e3c8cb6a833","arXiv cs.AI","summaries\u002F142f4e3c8cb6a833-self-improvement-via-fast-tree-search-summary",[79,81,82],"The paper presents a methodology for enhancing AI model performance by integrating fast tree-search algorithms, enabling models to iteratively improve their reasoning and output quality through structured exploration.",[82],"k7SkGGwRgAHXesrpjtBEJLM1XQIjzctux0ACVlXSPqQ",{"id":7766,"title":7767,"ai":7768,"body":7773,"categories":7793,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":7794,"navigation":68,"path":7804,"published_at":7805,"question":48,"scraped_at":7805,"seo":7806,"sitemap":7807,"source_id":7808,"source_name":7759,"source_type":75,"source_url":7809,"stem":7810,"tags":7811,"thumbnail_url":48,"tldr":7812,"tweet":48,"unknown_tags":7813,"__hash__":7814},"summaries\u002Fsummaries\u002Fce7eba46eeacd0b8-evidence-masking-as-a-driver-for-compositional-gen-summary.md","Evidence Masking as a Driver for Compositional Generalization",{"provider":7,"model":8,"input_tokens":7769,"output_tokens":7770,"processing_time_ms":7771,"cost_usd":7772},4130,536,3337,0.0018365,{"type":14,"value":7774,"toc":7789},[7775,7779,7782,7786],[17,7776,7778],{"id":7777},"the-mechanism-of-evidence-masking","The Mechanism of Evidence Masking",[22,7780,7781],{},"This research provides a preregistered confirmation that 'evidence masking' is a critical factor in achieving compositional generalization in AI models. Rather than allowing a model to see all available data points simultaneously, masking specific evidence forces the model to move beyond simple pattern matching and memorization. By hiding key components of the training data, the model is incentivized to learn the underlying structural rules—the 'compositional' logic—required to reconstruct or predict the missing information. This shift from rote memorization to rule-based learning is what enables models to perform reliably on tasks or data distributions they have not explicitly encountered during training.",[17,7783,7785],{"id":7784},"implications-for-model-training","Implications for Model Training",[22,7787,7788],{},"The findings suggest that current training paradigms, which often prioritize massive, unfiltered datasets, may inadvertently hinder a model's ability to generalize. By adopting an evidence-masking approach, developers can create more robust architectures that are better at handling novel combinations of concepts. This study, which builds upon previous work (arXiv:2608.20054 and arXiv:2609.11365), validates that the 'sixty-society' confirmation—a specific testing framework—consistently demonstrates that models trained with masked evidence outperform those trained on full datasets when evaluated on compositional tasks. This technique offers a practical path for improving the reasoning capabilities of LLMs without necessarily requiring larger parameter counts or more compute, but rather by optimizing the information exposure during the learning phase.",{"title":40,"searchDepth":41,"depth":41,"links":7790},[7791,7792],{"id":7777,"depth":41,"text":7778},{"id":7784,"depth":41,"text":7785},[47],{"content_references":7795,"triage":7802},[7796,7799],{"type":54,"title":7797,"url":7798,"context":57},"Evidence Masking Drives Compositional Generalization","https:\u002F\u002Farxiv.org\u002Fabs\u002F2608.20054",{"type":54,"title":7800,"url":7801,"context":57},"Companion study on compositional generalization","https:\u002F\u002Farxiv.org\u002Fabs\u002F2609.11365",{"relevance":64,"novelty":65,"quality":65,"actionability":65,"composite":66,"reasoning":7803},"Category: AI & LLMs. The article discusses evidence masking as a method to enhance compositional generalization in AI models, which directly addresses a core topic of AI engineering. It provides actionable insights on improving model training paradigms, making it relevant for developers looking to optimize AI features.","\u002Fsummaries\u002Fce7eba46eeacd0b8-evidence-masking-as-a-driver-for-compositional-gen-summary","2026-09-18 03:12:03",{"title":7767,"description":40},{"loc":7804},"ce7eba46eeacd0b8","https:\u002F\u002Farxiv.org\u002Fabs\u002F2609.17637","summaries\u002Fce7eba46eeacd0b8-evidence-masking-as-a-driver-for-compositional-gen-summary",[79,81,82],"Research confirms that masking specific evidence during training forces models to learn compositional rules rather than memorizing patterns, significantly improving generalization.",[82],"--2WHFdh0ZLhAAF7ifoJuTm9uz7Js0uddi_y7u0rA1g",{"id":7816,"title":7817,"ai":7818,"body":7823,"categories":7851,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":7852,"navigation":68,"path":7860,"published_at":7861,"question":48,"scraped_at":7861,"seo":7862,"sitemap":7863,"source_id":7864,"source_name":7759,"source_type":75,"source_url":7856,"stem":7865,"tags":7866,"thumbnail_url":48,"tldr":7867,"tweet":48,"unknown_tags":7868,"__hash__":7869},"summaries\u002Fsummaries\u002F66a2750fcd064735-scalable-verification-for-nonlinear-neural-feedbac-summary.md","Scalable Verification for Nonlinear Neural Feedback Systems",{"provider":7,"model":8,"input_tokens":7819,"output_tokens":7820,"processing_time_ms":7821,"cost_usd":7822},4001,466,2405,0.00169925,{"type":14,"value":7824,"toc":7846},[7825,7829,7832,7836,7839,7843],[17,7826,7828],{"id":7827},"formal-verification-of-neural-feedback-loops","Formal Verification of Neural Feedback Loops",[22,7830,7831],{},"Neural networks are increasingly deployed in closed-loop control systems, yet their nonlinear nature makes formal verification—ensuring the system stays within safe bounds—computationally expensive and often intractable. This research addresses the challenge of verifying nonlinear neural feedback systems by employing a branch-and-bound (B&B) approach.",[17,7833,7835],{"id":7834},"the-branch-and-bound-methodology","The Branch-and-Bound Methodology",[22,7837,7838],{},"The core contribution is a systematic partitioning strategy that breaks down the complex state space of a neural feedback system. By recursively splitting the state space into smaller subsets, the framework can compute tighter bounds on the system's behavior. This allows for the verification of safety properties that would otherwise be obscured by the over-approximation errors inherent in simpler, monolithic verification methods.",[17,7840,7842],{"id":7841},"scalability-and-nonlinear-dynamics","Scalability and Nonlinear Dynamics",[22,7844,7845],{},"Traditional verification methods often struggle with the exponential growth of complexity in nonlinear systems. This approach mitigates this by focusing on efficient bound propagation, which allows the algorithm to prune safe regions of the state space early. By effectively managing the trade-off between precision and computational overhead, the authors demonstrate that it is possible to verify larger, more complex neural controllers than previously feasible. The method provides a rigorous path toward deploying neural-network-based controllers in safety-critical environments where formal guarantees are non-negotiable.",{"title":40,"searchDepth":41,"depth":41,"links":7847},[7848,7849,7850],{"id":7827,"depth":41,"text":7828},{"id":7834,"depth":41,"text":7835},{"id":7841,"depth":41,"text":7842},[47],{"content_references":7853,"triage":7857},[7854],{"type":54,"title":7855,"url":7856,"context":57},"Closing the Loop: Branch-and-Bound for Scalable Verification of Nonlinear Neural Feedback Systems","https:\u002F\u002Farxiv.org\u002Fabs\u002F2609.16298",{"relevance":7751,"novelty":65,"quality":65,"actionability":41,"composite":7858,"reasoning":7859},3.25,"Category: AI & LLMs. The article discusses a verification framework for neural feedback systems, which is relevant to AI engineering but lacks direct applicability for product builders looking for actionable insights. While it presents a novel approach to a complex problem, it does not provide practical steps or frameworks that the audience can implement.","\u002Fsummaries\u002F66a2750fcd064735-scalable-verification-for-nonlinear-neural-feedbac-summary","2026-09-17 03:12:17",{"title":7817,"description":40},{"loc":7860},"66a2750fcd064735","summaries\u002F66a2750fcd064735-scalable-verification-for-nonlinear-neural-feedbac-summary",[79,81,82],"The paper introduces a branch-and-bound verification framework for nonlinear neural feedback systems, enabling formal safety guarantees by systematically partitioning the state space to handle nonlinear dynamics.",[82],"nLbyvzW88T0crMqy81xZUjVrBc_vjsi1mpe6-zW7TkU"]