[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-c3267e56ad969be2-using-ai-agent-swarms-to-accelerate-semiconductor-summary":3,"summaries-facets-categories":108,"summary-related-c3267e56ad969be2-using-ai-agent-swarms-to-accelerate-semiconductor-summary":6364},{"id":4,"title":5,"ai":6,"body":13,"categories":72,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":77,"navigation":89,"path":90,"published_at":91,"question":74,"scraped_at":92,"seo":93,"sitemap":94,"source_id":95,"source_name":96,"source_type":97,"source_url":98,"stem":99,"tags":100,"thumbnail_url":74,"tldr":105,"tweet":74,"unknown_tags":106,"__hash__":107},"summaries\u002Fsummaries\u002Fc3267e56ad969be2-using-ai-agent-swarms-to-accelerate-semiconductor--summary.md","Using AI Agent Swarms to Accelerate Semiconductor Material Discovery",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",5972,509,2562,0.0022565,{"type":14,"value":15,"toc":65},"minimark",[16,21,25,29,32,55,58,62],[17,18,20],"h2",{"id":19},"scaling-material-discovery-with-ai-agents","Scaling Material Discovery with AI Agents",[22,23,24],"p",{},"Discovered Materials is addressing the thermal limitations of AI-optimized hardware by automating the search for novel semiconductor materials. By deploying swarms of AI agents, the startup has increased the throughput of material candidates from approximately 20 guesses per day—a typical rate for human researchers—to thousands of daily simulations. Their pipeline utilizes Anthropic models to generate leads, which are then verified through foundational physics models.",[17,26,28],{"id":27},"the-engineering-trade-off-problem","The Engineering Trade-off Problem",[22,30,31],{},"Finding a material that theoretically improves heat dissipation is only the first step in a complex \"whack-a-mole\" search process. A viable candidate must simultaneously satisfy multiple constraints, including:",[33,34,35,43,49],"ul",{},[36,37,38,42],"li",{},[39,40,41],"strong",{},"Manufacturability:"," Can the material actually be fabricated into a functional chip?",[36,44,45,48],{},[39,46,47],{},"Electrical Properties:"," Does the material maintain necessary conductivity and performance benchmarks?",[36,50,51,54],{},[39,52,53],{},"Thermal Performance:"," Does it effectively reduce heat generation or improve dissipation?",[22,56,57],{},"Because these variables must converge, the primary bottleneck in AI-driven materials science is no longer the generation of candidates, but the ability to filter them correctly and validate them through physical synthesis. The company plans to patent successful materials or manufacturing processes and license them to major chipmakers.",[17,59,61],{"id":60},"bridging-the-gap-to-commercialization","Bridging the Gap to Commercialization",[22,63,64],{},"While AI-driven discovery is gaining momentum, the industry has yet to see a material or drug discovered via generative AI achieve large-scale commercial deployment. Discovered Materials aims to differentiate itself by combining AI-driven exploration with deep domain expertise in materials science, acknowledging that the final stage of the process—physical wet-lab validation—remains a non-accelerable constraint.",{"title":66,"searchDepth":67,"depth":67,"links":68},"",2,[69,70,71],{"id":19,"depth":67,"text":20},{"id":27,"depth":67,"text":28},{"id":60,"depth":67,"text":61},[73],"AI & LLMs",null,"md",false,{"content_references":78,"triage":84},[79],{"type":80,"title":81,"author":82,"context":83},"other","Renterosib","Insilico Medicine","mentioned",{"relevance":85,"novelty":85,"quality":86,"actionability":67,"composite":87,"reasoning":88},3,4,3.05,"Category: AI & LLMs. The article discusses the use of AI agents in semiconductor material discovery, which aligns with AI engineering and automation. While it provides insights into the process, it lacks specific actionable steps for the audience to implement similar strategies.",true,"\u002Fsummaries\u002Fc3267e56ad969be2-using-ai-agent-swarms-to-accelerate-semiconductor-summary","2026-08-10 12:00:00","2026-08-11 03:21:43",{"title":5,"description":66},{"loc":90},"c3267e56ad969be2","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F08\u002F10\u002Fdiscovered-materials-is-playing-ai-whack-a-mole-to-hunt-cooler-chips\u002F","summaries\u002Fc3267e56ad969be2-using-ai-agent-swarms-to-accelerate-semiconductor--summary",[101,102,103,104],"ai-tools","agents","semiconductors","materials-science","Discovered Materials is using autonomous AI agent swarms to simulate and identify new semiconductor materials, aiming to solve the thermal efficiency bottlenecks in modern AI-focused chip design.",[103,104],"zDqW6kI97k_L9k-_DRNtdzUY6Z_-qIWTxTv2knwxRk0",[109,111,114,116,119,121,124,127,129,131,133,136,138,140,142,144,147,149,151,153,155,158,160,162,164,166,168,170,172,174,176,178,180,182,184,186,188,190,192,194,196,198,201,204,206,208,210,212,214,216,218,220,222,224,226,228,231,233,235,237,239,241,243,245,247,249,251,253,255,257,259,261,263,265,268,270,272,274,276,278,280,282,284,286,288,290,292,294,297,299,301,303,305,307,309,311,313,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,358,360,362,364,366,368,370,372,374,376,378,381,383,385,387,389,391,393,395,397,399,401,403,405,407,410,412,414,416,418,420,422,424,426,429,431,433,435,437,439,441,443,445,447,449,451,453,455,457,459,461,463,465,467,469,471,473,475,477,479,481,484,486,488,491,493,495,497,499,501,503,505,507,509,511,513,515,517,520,522,524,526,528,530,532,534,536,538,540,542,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,808,810,812,814,816,819,821,823,825,827,829,831,833,835,837,839,842,844,846,848,850,852,854,856,858,860,862,864,866,868,870,872,874,876,878,880,882,884,886,888,890,892,894,896,898,900,902,904,906,908,910,912,914,916,918,920,922,924,926,928,930,932,934,936,938,940,942,944,946,948,950,952,954,956,958,960,962,964,966,968,970,972,974,976,978,980,982,984,986,988,990,992,994,996,998,1000,1002,1004,1006,1008,1010,1012,1014,1016,1018,1020,1022,1024,1026,1028,1030,1032,1034,1036,1038,1040,1042,1044,1046,1048,1050,1052,1054,1056,1058,1060,1062,1064,1066,1068,1070,1072,1074,1076,1078,1080,1082,1084,1086,1088,1090,1092,1094,1096,1098,1100,1102,1104,1106,1108,1110,1112,1114,1116,1118,1120,1122,1124,1126,1128,1130,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1320,1322,1324,1326,1328,1330,1332,1334,1336,1338,1340,1342,1344,1346,1348,1350,1352,1354,1356,1358,1360,1362,1364,1366,1368,1370,1372,1374,1376,1378,1380,1382,1384,1386,1388,1390,1392,1394,1396,1398,1400,1402,1404,1406,1408,1410,1412,1414,1416,1418,1420,1422,1424,1426,1428,1430,1432,1434,1436,1438,1440,1442,1444,1446,1448,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1594,1596,1598,1600,1602,1604,1606,1608,1610,1612,1614,1616,1618,1620,1622,1624,1626,1628,1630,1632,1634,1636,1638,1640,1642,1644,1646,1648,1650,1652,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2040,2042,2044,2046,2048,2050,2052,2054,2056,2058,2060,2062,2064,2066,2068,2070,2072,2074,2076,2078,2080,2082,2084,2086,2088,2090,2092,2094,2096,2098,2100,2102,2104,2106,2108,2110,2112,2114,2116,2118,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2234,2236,2238,2240,2242,2244,2246,2248,2250,2252,2254,2256,2258,2260,2262,2264,2266,2268,2270,2272,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2854,2856,2858,2860,2862,2864,2866,2868,2870,2872,2874,2876,2878,2880,2882,2884,2886,2888,2890,2892,2894,2896,2898,2900,2902,2904,2906,2908,2910,2912,2914,2916,2918,2920,2922,2924,2926,2928,2930,2932,2934,2936,2938,2940,2942,2944,2946,2948,2950,2952,2954,2956,2958,2960,2962,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4128,4130,4132,4134,4136,4138,4140,4142,4144,4146,4148,4150,4152,4154,4156,4158,4160,4162,4164,4166,4168,4170,4172,4174,4176,4178,4180,4182,4184,4186,4188,4190,4192,4194,4196,4198,4200,4202,4204,4206,4208,4210,4212,4214,4216,4218,4220,4222,4224,4226,4228,4230,4232,4234,4236,4238,4240,4242,4244,4246,4248,4250,4252,4254,4256,4258,4260,4262,4264,4266,4268,4270,4272,4274,4276,4278,4280,4282,4284,4286,4288,4290,4292,4294,4296,4298,4300,4302,4304,4306,4308,4310,4312,4314,4316,4318,4320,4322,4324,4326,4328,4330,4332,4334,4336,4338,4340,4342,4344,4346,4348,4350,4352,4354,4356,4358,4360,4362,4364,4366,4368,4370,4372,4374,4376,4378,4380,4382,4384,4386,4388,4390,4392,4394,4396,4398,4400,4402,4404,4406,4408,4410,4412,4414,4416,4418,4420,4422,4424,4426,4428,4430,4432,4434,4436,4438,4440,4442,4444,4446,4448,4450,4452,4454,4456,4458,4460,4462,4464,4466,4468,4470,4472,4474,4476,4478,4480,4482,4484,4486,4488,4490,4492,4494,4496,4498,4500,4502,4504,4506,4508,4510,4512,4514,4516,4518,4520,4522,4524,4526,4528,4530,4532,4534,4536,4538,4540,4542,4544,4546,4548,4550,4552,4554,4556,4558,4560,4562,4564,4566,4568,4570,4572,4574,4576,4578,4580,4582,4584,4586,4588,4590,4592,4594,4596,4598,4600,4602,4604,4606,4608,4610,4612,4614,4616,4618,4620,4622,4624,4626,4628,4630,4632,4634,4636,4638,4640,4642,4644,4646,4648,4650,4652,4654,4656,4658,4660,4662,4664,4666,4668,4670,4672,4674,4676,4678,4680,4682,4684,4686,4688,4690,4692,4694,4696,4698,4700,4702,4704,4706,4708,4710,4712,4714,4716,4718,4720,4722,4724,4726,4728,4730,4732,4734,4736,4738,4740,4742,4744,4746,4748,4750,4752,4754,4756,4758,4760,4762,4764,4766,4768,4770,4772,4774,4776,4778,4780,4782,4784,4786,4788,4790,4792,4794,4796,4798,4800,4802,4804,4806,4808,4810,4812,4814,4816,4818,4820,4822,4824,4826,4828,4830,4832,4834,4836,4838,4840,4842,4844,4846,4848,4850,4852,4854,4856,4858,4860,4862,4864,4866,4868,4870,4872,4874,4876,4878,4880,4882,4884,4886,4888,4890,4892,4894,4896,4898,4900,4903,4905,4907,4909,4911,4913,4915,4917,4919,4921,4923,4925,4927,4929,4931,4933,4935,4937,4939,4941,4943,4945,4947,4949,4951,4953,4955,4957,4959,4961,4963,4965,4967,4969,4971,4973,4975,4977,4979,4981,4983,4985,4987,4989,4991,4993,4995,4997,4999,5001,5003,5005,5007,5009,5011,5013,5015,5017,5019,5021,5023,5025,5027,5029,5031,5033,5035,5037,5039,5041,5043,5045,5047,5049,5051,5053,5055,5057,5059,5061,5063,5065,5067,5069,5071,5073,5075,5077,5079,5081,5083,5085,5087,5090,5092,5094,5096,5098,5100,5102,5104,5106,5108,5110,5112,5114,5116,5118,5120,5122,5124,5126,5128,5130,5132,5134,5136,5138,5140,5142,5144,5146,5148,5150,5152,5154,5156,5158,5160,5162,5164,5166,5168,5170,5172,5174,5176,5178,5180,5182,5184,5186,5188,5190,5192,5194,5196,5198,5200,5202,5204,5206,5208,5210,5212,5214,5216,5218,5220,5222,5224,5226,5228,5230,5232,5234,5236,5238,5240,5242,5244,5246,5248,5250,5252,5254,5256,5258,5260,5262,5264,5266,5268,5270,5272,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302,5304,5306,5308,5310,5312,5314,5316,5318,5320,5322,5324,5326,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346,5348,5350,5352,5354,5356,5358,5360,5362,5364,5366,5368,5370,5372,5374,5376,5378,5380,5382,5384,5386,5388,5390,5392,5394,5396,5398,5400,5402,5404,5406,5408,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5454,5456,5458,5460,5462,5464,5466,5468,5470,5472,5474,5476,5478,5480,5482,5484,5486,5488,5490,5492,5494,5496,5498,5500,5502,5504,5506,5508,5510,5512,5514,5516,5518,5520,5522,5524,5526,5528,5530,5532,5534,5536,5538,5540,5542,5544,5546,5548,5550,5552,5554,5556,5558,5560,5562,5564,5566,5568,5570,5572,5574,5576,5578,5580,5582,5584,5586,5588,5590,5592,5594,5596,5598,5600,5602,5604,5606,5608,5610,5612,5614,5616,5618,5620,5622,5624,5626,5628,5630,5632,5634,5636,5638,5640,5642,5644,5646,5648,5650,5652,5654,5656,5658,5660,5662,5664,5666,5668,5670,5672,5674,5676,5678,5680,5682,5684,5686,5688,5690,5692,5694,5696,5698,5700,5702,5704,5706,5708,5710,5712,5714,5716,5718,5720,5722,5724,5726,5728,5730,5732,5734,5736,5738,5740,5742,5744,5746,5748,5750,5752,5754,5756,5758,5760,5762,5764,5766,5768,5770,5772,5774,5776,5778,5780,5782,5784,5786,5788,5790,5792,5794,5796,5798,5800,5802,5804,5806,5808,5810,5812,5814,5816,5818,5820,5822,5824,5826,5828,5830,5832,5834,5836,5838,5840,5842,5844,5846,5848,5850,5852,5854,5856,5858,5860,5862,5864,5866,5868,5870,5872,5874,5876,5878,5880,5882,5884,5886,5888,5890,5892,5894,5896,5898,5900,5902,5904,5906,5908,5910,5912,5914,5916,5918,5920,5922,5924,5926,5928,5930,5932,5934,5936,5938,5940,5942,5944,5946,5948,5950,5952,5954,5956,5958,5960,5962,5964,5966,5968,5970,5972,5974,5976,5978,5980,5982,5984,5986,5988,5990,5992,5994,5996,5998,6000,6002,6004,6006,6008,6010,6012,6014,6016,6018,6020,6022,6024,6026,6028,6030,6032,6034,6036,6038,6040,6042,6044,6046,6048,6050,6052,6054,6056,6058,6060,6062,6064,6066,6068,6070,6072,6074,6076,6078,6080,6082,6084,6086,6088,6090,6092,6094,6096,6098,6100,6102,6104,6106,6108,6110,6112,6114,6116,6118,6120,6122,6124,6126,6128,6130,6132,6134,6136,6138,6140,6142,6144,6146,6148,6150,6152,6154,6156,6158,6160,6162,6164,6166,6168,6170,6172,6174,6176,6178,6180,6182,6184,6186,6188,6190,6192,6194,6196,6198,6200,6202,6204,6206,6208,6210,6212,6214,6216,6218,6220,6222,6224,6226,6228,6230,6232,6234,6236,6238,6240,6242,6244,6246,6248,6250,6252,6254,6256,6258,6260,6262,6264,6266,6268,6270,6272,6274,6276,6278,6280,6282,6284,6286,6288,6290,6292,6294,6296,6298,6300,6302,6304,6306,6308,6310,6312,6314,6316,6318,6320,6322,6324,6326,6328,6330,6332,6334,6336,6338,6340,6342,6344,6346,6348,6350,6352,6354,6356,6358,6360,6362],{"categories":110},[73],{"categories":112},[113],"Developer Productivity",{"categories":115},[73],{"categories":117},[118],"Business & SaaS",{"categories":120},[73],{"categories":122},[123],"AI Automation",{"categories":125},[126],"Product Strategy",{"categories":128},[73],{"categories":130},[113],{"categories":132},[123],{"categories":134},[135],"Software Engineering",{"categories":137},[73],{"categories":139},[118],{"categories":141},[],{"categories":143},[73],{"categories":145},[146],"Inference & Serving",{"categories":148},[73],{"categories":150},[73],{"categories":152},[123],{"categories":154},[],{"categories":156},[157],"AI News & Trends",{"categories":159},[123],{"categories":161},[73],{"categories":163},[73],{"categories":165},[118],{"categories":167},[113],{"categories":169},[73],{"categories":171},[123],{"categories":173},[157],{"categories":175},[123],{"categories":177},[123],{"categories":179},[73],{"categories":181},[123],{"categories":183},[73],{"categories":185},[73],{"categories":187},[73],{"categories":189},[157],{"categories":191},[73],{"categories":193},[73],{"categories":195},[73],{"categories":197},[],{"categories":199},[200],"Design & Frontend",{"categories":202},[203],"Data Science & Visualization",{"categories":205},[157],{"categories":207},[73],{"categories":209},[73],{"categories":211},[73],{"categories":213},[],{"categories":215},[73],{"categories":217},[73],{"categories":219},[123],{"categories":221},[135],{"categories":223},[73],{"categories":225},[123],{"categories":227},[73],{"categories":229},[230],"Marketing & Growth",{"categories":232},[200],{"categories":234},[73],{"categories":236},[123],{"categories":238},[73],{"categories":240},[135],{"categories":242},[],{"categories":244},[],{"categories":246},[200],{"categories":248},[73],{"categories":250},[123],{"categories":252},[113],{"categories":254},[135],{"categories":256},[123],{"categories":258},[200],{"categories":260},[126],{"categories":262},[73],{"categories":264},[135],{"categories":266},[267],"DevOps & Cloud",{"categories":269},[123],{"categories":271},[126],{"categories":273},[157],{"categories":275},[73],{"categories":277},[],{"categories":279},[73],{"categories":281},[73],{"categories":283},[],{"categories":285},[123],{"categories":287},[135],{"categories":289},[],{"categories":291},[135],{"categories":293},[73],{"categories":295},[296],"Governance & Standards",{"categories":298},[118],{"categories":300},[],{"categories":302},[],{"categories":304},[73],{"categories":306},[73],{"categories":308},[123],{"categories":310},[73],{"categories":312},[73],{"categories":314},[123],{"categories":316},[73],{"categories":318},[73],{"categories":320},[73],{"categories":322},[],{"categories":324},[135],{"categories":326},[],{"categories":328},[],{"categories":330},[73],{"categories":332},[135],{"categories":334},[],{"categories":336},[135],{"categories":338},[73],{"categories":340},[73],{"categories":342},[230],{"categories":344},[73],{"categories":346},[200],{"categories":348},[200],{"categories":350},[73],{"categories":352},[135],{"categories":354},[123],{"categories":356},[357],"GovTech & Public-Sector Adoption",{"categories":359},[135],{"categories":361},[73],{"categories":363},[73],{"categories":365},[73],{"categories":367},[123],{"categories":369},[123],{"categories":371},[203],{"categories":373},[73],{"categories":375},[157],{"categories":377},[123],{"categories":379},[380],"Legal AI Tools",{"categories":382},[73],{"categories":384},[123],{"categories":386},[230],{"categories":388},[123],{"categories":390},[126],{"categories":392},[135],{"categories":394},[357],{"categories":396},[],{"categories":398},[123],{"categories":400},[],{"categories":402},[118],{"categories":404},[123],{"categories":406},[123],{"categories":408},[409],"RAG & Retrieval",{"categories":411},[118],{"categories":413},[73],{"categories":415},[135],{"categories":417},[135],{"categories":419},[267],{"categories":421},[200],{"categories":423},[73],{"categories":425},[],{"categories":427},[428],"Agents & Orchestration",{"categories":430},[135],{"categories":432},[73],{"categories":434},[],{"categories":436},[123],{"categories":438},[118],{"categories":440},[],{"categories":442},[73],{"categories":444},[],{"categories":446},[73],{"categories":448},[113],{"categories":450},[135],{"categories":452},[118],{"categories":454},[73],{"categories":456},[123],{"categories":458},[73],{"categories":460},[157],{"categories":462},[73],{"categories":464},[],{"categories":466},[73],{"categories":468},[],{"categories":470},[135],{"categories":472},[73],{"categories":474},[203],{"categories":476},[],{"categories":478},[73],{"categories":480},[200],{"categories":482},[483],"Models & Frontier Labs",{"categories":485},[],{"categories":487},[200],{"categories":489},[490],"Regulation & Governance of AI",{"categories":492},[123],{"categories":494},[],{"categories":496},[73],{"categories":498},[73],{"categories":500},[123],{"categories":502},[157],{"categories":504},[118],{"categories":506},[73],{"categories":508},[],{"categories":510},[135],{"categories":512},[123],{"categories":514},[73],{"categories":516},[126],{"categories":518},[519],"AI Policy & Regulation",{"categories":521},[],{"categories":523},[73],{"categories":525},[123],{"categories":527},[126],{"categories":529},[123],{"categories":531},[73],{"categories":533},[73],{"categories":535},[73],{"categories":537},[123],{"categories":539},[],{"categories":541},[203],{"categories":543},[544],"Evals & Reliability",{"categories":546},[73],{"categories":548},[],{"categories":550},[113],{"categories":552},[357],{"categories":554},[519],{"categories":556},[73],{"categories":558},[118],{"categories":560},[73],{"categories":562},[123],{"categories":564},[73],{"categories":566},[123],{"categories":568},[428],{"categories":570},[73],{"categories":572},[135],{"categories":574},[73],{"categories":576},[],{"categories":578},[],{"categories":580},[73],{"categories":582},[357],{"categories":584},[73],{"categories":586},[73],{"categories":588},[73],{"categories":590},[],{"categories":592},[200],{"categories":594},[],{"categories":596},[73],{"categories":598},[],{"categories":600},[123],{"categories":602},[73],{"categories":604},[200],{"categories":606},[],{"categories":608},[73],{"categories":610},[123],{"categories":612},[73],{"categories":614},[118],{"categories":616},[123],{"categories":618},[73],{"categories":620},[73],{"categories":622},[135],{"categories":624},[200],{"categories":626},[73],{"categories":628},[123],{"categories":630},[],{"categories":632},[135],{"categories":634},[123],{"categories":636},[203],{"categories":638},[],{"categories":640},[73],{"categories":642},[157],{"categories":644},[73],{"categories":646},[],{"categories":648},[73],{"categories":650},[73],{"categories":652},[73],{"categories":654},[118,230],{"categories":656},[],{"categories":658},[73],{"categories":660},[73],{"categories":662},[123],{"categories":664},[73],{"categories":666},[],{"categories":668},[],{"categories":670},[73],{"categories":672},[200],{"categories":674},[73],{"categories":676},[],{"categories":678},[73],{"categories":680},[267],{"categories":682},[],{"categories":684},[123],{"categories":686},[157],{"categories":688},[73],{"categories":690},[73],{"categories":692},[200],{"categories":694},[],{"categories":696},[157],{"categories":698},[73],{"categories":700},[146],{"categories":702},[73],{"categories":704},[123],{"categories":706},[157],{"categories":708},[483],{"categories":710},[73],{"categories":712},[230],{"categories":714},[],{"categories":716},[123],{"categories":718},[118],{"categories":720},[135],{"categories":722},[73],{"categories":724},[123],{"categories":726},[],{"categories":728},[73,267],{"categories":730},[73],{"categories":732},[73],{"categories":734},[73],{"categories":736},[123],{"categories":738},[73,135],{"categories":740},[203],{"categories":742},[73],{"categories":744},[73],{"categories":746},[135],{"categories":748},[73],{"categories":750},[123],{"categories":752},[519],{"categories":754},[230],{"categories":756},[73],{"categories":758},[123],{"categories":760},[73],{"categories":762},[73],{"categories":764},[123],{"categories":766},[],{"categories":768},[123],{"categories":770},[73],{"categories":772},[73],{"categories":774},[123],{"categories":776},[73],{"categories":778},[73,118],{"categories":780},[118],{"categories":782},[],{"categories":784},[200],{"categories":786},[200],{"categories":788},[73],{"categories":790},[],{"categories":792},[],{"categories":794},[157],{"categories":796},[],{"categories":798},[113],{"categories":800},[73],{"categories":802},[135],{"categories":804},[73],{"categories":806},[807],"Generative UI & Design-to-Code",{"categories":809},[73],{"categories":811},[73],{"categories":813},[200],{"categories":815},[73],{"categories":817},[818],"Algorithmic Accountability",{"categories":820},[123],{"categories":822},[135],{"categories":824},[157],{"categories":826},[200],{"categories":828},[],{"categories":830},[126],{"categories":832},[73],{"categories":834},[73],{"categories":836},[73],{"categories":838},[123],{"categories":840},[841],"MLOps & Infrastructure",{"categories":843},[73],{"categories":845},[73],{"categories":847},[73],{"categories":849},[73],{"categories":851},[73],{"categories":853},[157],{"categories":855},[126],{"categories":857},[113],{"categories":859},[73],{"categories":861},[123],{"categories":863},[267],{"categories":865},[73],{"categories":867},[118],{"categories":869},[73],{"categories":871},[200],{"categories":873},[73],{"categories":875},[73],{"categories":877},[123],{"categories":879},[],{"categories":881},[],{"categories":883},[73],{"categories":885},[146],{"categories":887},[200],{"categories":889},[157],{"categories":891},[203],{"categories":893},[],{"categories":895},[73],{"categories":897},[73],{"categories":899},[118],{"categories":901},[123],{"categories":903},[73],{"categories":905},[73],{"categories":907},[73],{"categories":909},[157],{"categories":911},[146],{"categories":913},[73],{"categories":915},[200],{"categories":917},[73],{"categories":919},[],{"categories":921},[123],{"categories":923},[135],{"categories":925},[],{"categories":927},[73],{"categories":929},[73],{"categories":931},[123],{"categories":933},[135],{"categories":935},[73],{"categories":937},[203],{"categories":939},[],{"categories":941},[73],{"categories":943},[],{"categories":945},[73],{"categories":947},[],{"categories":949},[126],{"categories":951},[118],{"categories":953},[123],{"categories":955},[123],{"categories":957},[],{"categories":959},[113],{"categories":961},[73],{"categories":963},[73],{"categories":965},[118],{"categories":967},[157],{"categories":969},[113],{"categories":971},[],{"categories":973},[73],{"categories":975},[],{"categories":977},[],{"categories":979},[157],{"categories":981},[157],{"categories":983},[],{"categories":985},[428],{"categories":987},[73],{"categories":989},[200],{"categories":991},[135],{"categories":993},[],{"categories":995},[380],{"categories":997},[123],{"categories":999},[118],{"categories":1001},[],{"categories":1003},[],{"categories":1005},[113],{"categories":1007},[203],{"categories":1009},[],{"categories":1011},[230],{"categories":1013},[123],{"categories":1015},[118],{"categories":1017},[123],{"categories":1019},[118],{"categories":1021},[73],{"categories":1023},[135],{"categories":1025},[],{"categories":1027},[146],{"categories":1029},[126],{"categories":1031},[73],{"categories":1033},[200],{"categories":1035},[135],{"categories":1037},[118],{"categories":1039},[73],{"categories":1041},[123],{"categories":1043},[118],{"categories":1045},[73],{"categories":1047},[73],{"categories":1049},[73],{"categories":1051},[73],{"categories":1053},[],{"categories":1055},[],{"categories":1057},[135],{"categories":1059},[203],{"categories":1061},[126],{"categories":1063},[73],{"categories":1065},[123],{"categories":1067},[135],{"categories":1069},[73],{"categories":1071},[],{"categories":1073},[157],{"categories":1075},[126],{"categories":1077},[135],{"categories":1079},[73],{"categories":1081},[544],{"categories":1083},[267],{"categories":1085},[],{"categories":1087},[123],{"categories":1089},[],{"categories":1091},[113],{"categories":1093},[],{"categories":1095},[73],{"categories":1097},[73],{"categories":1099},[73],{"categories":1101},[200],{"categories":1103},[230],{"categories":1105},[73],{"categories":1107},[135],{"categories":1109},[123],{"categories":1111},[],{"categories":1113},[135],{"categories":1115},[73],{"categories":1117},[113],{"categories":1119},[],{"categories":1121},[118],{"categories":1123},[73],{"categories":1125},[157],{"categories":1127},[73,267],{"categories":1129},[73],{"categories":1131},[1132],"Design Systems for AI",{"categories":1134},[73],{"categories":1136},[73],{"categories":1138},[157],{"categories":1140},[73],{"categories":1142},[73],{"categories":1144},[73],{"categories":1146},[118],{"categories":1148},[73],{"categories":1150},[73],{"categories":1152},[73],{"categories":1154},[],{"categories":1156},[73],{"categories":1158},[73],{"categories":1160},[118],{"categories":1162},[73],{"categories":1164},[],{"categories":1166},[123],{"categories":1168},[135],{"categories":1170},[157],{"categories":1172},[135],{"categories":1174},[73],{"categories":1176},[200],{"categories":1178},[157],{"categories":1180},[203],{"categories":1182},[73],{"categories":1184},[73],{"categories":1186},[123],{"categories":1188},[113],{"categories":1190},[519],{"categories":1192},[73],{"categories":1194},[123],{"categories":1196},[73],{"categories":1198},[135],{"categories":1200},[135],{"categories":1202},[],{"categories":1204},[],{"categories":1206},[123],{"categories":1208},[126],{"categories":1210},[],{"categories":1212},[118],{"categories":1214},[73],{"categories":1216},[],{"categories":1218},[200],{"categories":1220},[123],{"categories":1222},[135],{"categories":1224},[200],{"categories":1226},[73],{"categories":1228},[73],{"categories":1230},[200],{"categories":1232},[],{"categories":1234},[],{"categories":1236},[157],{"categories":1238},[123],{"categories":1240},[123],{"categories":1242},[73],{"categories":1244},[73],{"categories":1246},[73],{"categories":1248},[73],{"categories":1250},[118],{"categories":1252},[73],{"categories":1254},[73],{"categories":1256},[],{"categories":1258},[135],{"categories":1260},[135],{"categories":1262},[73],{"categories":1264},[135],{"categories":1266},[118],{"categories":1268},[],{"categories":1270},[73],{"categories":1272},[73],{"categories":1274},[73],{"categories":1276},[73],{"categories":1278},[73],{"categories":1280},[123],{"categories":1282},[113],{"categories":1284},[118],{"categories":1286},[73],{"categories":1288},[157],{"categories":1290},[123],{"categories":1292},[146],{"categories":1294},[230],{"categories":1296},[73],{"categories":1298},[123],{"categories":1300},[73],{"categories":1302},[],{"categories":1304},[200],{"categories":1306},[],{"categories":1308},[73],{"categories":1310},[73],{"categories":1312},[],{"categories":1314},[135],{"categories":1316},[118],{"categories":1318},[1319],"Visual & Generative Media",{"categories":1321},[123],{"categories":1323},[],{"categories":1325},[73],{"categories":1327},[73],{"categories":1329},[135],{"categories":1331},[267],{"categories":1333},[203],{"categories":1335},[519],{"categories":1337},[135],{"categories":1339},[230],{"categories":1341},[73],{"categories":1343},[200],{"categories":1345},[73],{"categories":1347},[73],{"categories":1349},[135],{"categories":1351},[123],{"categories":1353},[73],{"categories":1355},[],{"categories":1357},[],{"categories":1359},[123],{"categories":1361},[135],{"categories":1363},[113],{"categories":1365},[123],{"categories":1367},[483],{"categories":1369},[73],{"categories":1371},[126],{"categories":1373},[73],{"categories":1375},[118],{"categories":1377},[],{"categories":1379},[73],{"categories":1381},[126],{"categories":1383},[73],{"categories":1385},[73],{"categories":1387},[73],{"categories":1389},[126],{"categories":1391},[73],{"categories":1393},[73],{"categories":1395},[230],{"categories":1397},[73],{"categories":1399},[428],{"categories":1401},[73],{"categories":1403},[123],{"categories":1405},[73],{"categories":1407},[73],{"categories":1409},[73],{"categories":1411},[73],{"categories":1413},[200],{"categories":1415},[123],{"categories":1417},[],{"categories":1419},[123],{"categories":1421},[],{"categories":1423},[267],{"categories":1425},[135],{"categories":1427},[],{"categories":1429},[483],{"categories":1431},[73],{"categories":1433},[123],{"categories":1435},[73],{"categories":1437},[200,73],{"categories":1439},[113],{"categories":1441},[73],{"categories":1443},[],{"categories":1445},[73],{"categories":1447},[113],{"categories":1449},[1450],"Medical Imaging & Radiology",{"categories":1452},[73],{"categories":1454},[200],{"categories":1456},[123],{"categories":1458},[135],{"categories":1460},[],{"categories":1462},[73],{"categories":1464},[73],{"categories":1466},[73],{"categories":1468},[],{"categories":1470},[],{"categories":1472},[73],{"categories":1474},[428],{"categories":1476},[73],{"categories":1478},[113],{"categories":1480},[73],{"categories":1482},[73],{"categories":1484},[],{"categories":1486},[123],{"categories":1488},[73],{"categories":1490},[126],{"categories":1492},[135],{"categories":1494},[73],{"categories":1496},[428],{"categories":1498},[73],{"categories":1500},[123],{"categories":1502},[73],{"categories":1504},[73],{"categories":1506},[73],{"categories":1508},[200],{"categories":1510},[123],{"categories":1512},[267],{"categories":1514},[200],{"categories":1516},[118],{"categories":1518},[123],{"categories":1520},[157],{"categories":1522},[73],{"categories":1524},[73],{"categories":1526},[126],{"categories":1528},[73],{"categories":1530},[73],{"categories":1532},[73],{"categories":1534},[123],{"categories":1536},[135],{"categories":1538},[135],{"categories":1540},[73],{"categories":1542},[126],{"categories":1544},[],{"categories":1546},[157],{"categories":1548},[],{"categories":1550},[126],{"categories":1552},[123],{"categories":1554},[73],{"categories":1556},[123],{"categories":1558},[1132],{"categories":1560},[1132],{"categories":1562},[200],{"categories":1564},[73],{"categories":1566},[73],{"categories":1568},[123],{"categories":1570},[135],{"categories":1572},[200],{"categories":1574},[123],{"categories":1576},[157],{"categories":1578},[],{"categories":1580},[73],{"categories":1582},[],{"categories":1584},[73],{"categories":1586},[73],{"categories":1588},[73],{"categories":1590},[123],{"categories":1592},[1593],"Contract Review & E-Discovery",{"categories":1595},[73],{"categories":1597},[200],{"categories":1599},[73],{"categories":1601},[113],{"categories":1603},[73],{"categories":1605},[157],{"categories":1607},[73],{"categories":1609},[73],{"categories":1611},[230],{"categories":1613},[135],{"categories":1615},[73],{"categories":1617},[73],{"categories":1619},[123],{"categories":1621},[123],{"categories":1623},[818],{"categories":1625},[73],{"categories":1627},[73],{"categories":1629},[123],{"categories":1631},[123],{"categories":1633},[73],{"categories":1635},[73],{"categories":1637},[123],{"categories":1639},[73],{"categories":1641},[73],{"categories":1643},[428],{"categories":1645},[409],{"categories":1647},[73],{"categories":1649},[123],{"categories":1651},[73],{"categories":1653},[1654],"Law-Firm Practice & Adoption",{"categories":1656},[73],{"categories":1658},[123],{"categories":1660},[200],{"categories":1662},[73],{"categories":1664},[73],{"categories":1666},[73],{"categories":1668},[],{"categories":1670},[],{"categories":1672},[135],{"categories":1674},[],{"categories":1676},[123],{"categories":1678},[113],{"categories":1680},[267],{"categories":1682},[73],{"categories":1684},[],{"categories":1686},[113],{"categories":1688},[118],{"categories":1690},[73],{"categories":1692},[230],{"categories":1694},[],{"categories":1696},[118],{"categories":1698},[118],{"categories":1700},[],{"categories":1702},[73],{"categories":1704},[73],{"categories":1706},[135],{"categories":1708},[],{"categories":1710},[],{"categories":1712},[],{"categories":1714},[],{"categories":1716},[73],{"categories":1718},[123],{"categories":1720},[267],{"categories":1722},[73],{"categories":1724},[113],{"categories":1726},[135],{"categories":1728},[73],{"categories":1730},[73],{"categories":1732},[135],{"categories":1734},[126],{"categories":1736},[73],{"categories":1738},[73],{"categories":1740},[73],{"categories":1742},[841],{"categories":1744},[73],{"categories":1746},[73],{"categories":1748},[230],{"categories":1750},[135],{"categories":1752},[118],{"categories":1754},[73],{"categories":1756},[73],{"categories":1758},[200],{"categories":1760},[73],{"categories":1762},[73],{"categories":1764},[73],{"categories":1766},[123],{"categories":1768},[73,113],{"categories":1770},[428],{"categories":1772},[73],{"categories":1774},[73],{"categories":1776},[135],{"categories":1778},[135],{"categories":1780},[200],{"categories":1782},[123],{"categories":1784},[135],{"categories":1786},[73],{"categories":1788},[73],{"categories":1790},[],{"categories":1792},[],{"categories":1794},[73],{"categories":1796},[],{"categories":1798},[73],{"categories":1800},[135],{"categories":1802},[203],{"categories":1804},[157],{"categories":1806},[200],{"categories":1808},[73],{"categories":1810},[73],{"categories":1812},[135],{"categories":1814},[],{"categories":1816},[123],{"categories":1818},[73],{"categories":1820},[73],{"categories":1822},[73],{"categories":1824},[73],{"categories":1826},[],{"categories":1828},[123],{"categories":1830},[73],{"categories":1832},[73],{"categories":1834},[],{"categories":1836},[123],{"categories":1838},[73],{"categories":1840},[73],{"categories":1842},[118],{"categories":1844},[73],{"categories":1846},[],{"categories":1848},[113],{"categories":1850},[73],{"categories":1852},[73],{"categories":1854},[200],{"categories":1856},[135],{"categories":1858},[73],{"categories":1860},[113],{"categories":1862},[73],{"categories":1864},[135],{"categories":1866},[230],{"categories":1868},[123],{"categories":1870},[123],{"categories":1872},[73],{"categories":1874},[73],{"categories":1876},[73,200],{"categories":1878},[73],{"categories":1880},[157],{"categories":1882},[73],{"categories":1884},[157],{"categories":1886},[123],{"categories":1888},[200],{"categories":1890},[],{"categories":1892},[135],{"categories":1894},[267],{"categories":1896},[200],{"categories":1898},[135],{"categories":1900},[73],{"categories":1902},[126],{"categories":1904},[73],{"categories":1906},[73],{"categories":1908},[123],{"categories":1910},[],{"categories":1912},[],{"categories":1914},[73],{"categories":1916},[],{"categories":1918},[],{"categories":1920},[126],{"categories":1922},[135],{"categories":1924},[73],{"categories":1926},[123],{"categories":1928},[123],{"categories":1930},[118],{"categories":1932},[123],{"categories":1934},[267],{"categories":1936},[73],{"categories":1938},[73],{"categories":1940},[146],{"categories":1942},[73],{"categories":1944},[73],{"categories":1946},[135],{"categories":1948},[123],{"categories":1950},[73],{"categories":1952},[73],{"categories":1954},[380],{"categories":1956},[818],{"categories":1958},[],{"categories":1960},[200],{"categories":1962},[1654],{"categories":1964},[135],{"categories":1966},[],{"categories":1968},[],{"categories":1970},[123],{"categories":1972},[],{"categories":1974},[],{"categories":1976},[73],{"categories":1978},[230],{"categories":1980},[73],{"categories":1982},[230],{"categories":1984},[123],{"categories":1986},[73],{"categories":1988},[135],{"categories":1990},[126],{"categories":1992},[],{"categories":1994},[73],{"categories":1996},[73],{"categories":1998},[135],{"categories":2000},[1593],{"categories":2002},[200],{"categories":2004},[200],{"categories":2006},[73],{"categories":2008},[123],{"categories":2010},[113],{"categories":2012},[73],{"categories":2014},[73],{"categories":2016},[73],{"categories":2018},[200],{"categories":2020},[200],{"categories":2022},[123],{"categories":2024},[123],{"categories":2026},[123],{"categories":2028},[73],{"categories":2030},[73],{"categories":2032},[],{"categories":2034},[73],{"categories":2036},[],{"categories":2038},[2039],"Interaction & Product Design",{"categories":2041},[73],{"categories":2043},[123],{"categories":2045},[296],{"categories":2047},[157],{"categories":2049},[135],{"categories":2051},[73],{"categories":2053},[73],{"categories":2055},[135],{"categories":2057},[113],{"categories":2059},[123],{"categories":2061},[73],{"categories":2063},[],{"categories":2065},[123],{"categories":2067},[123],{"categories":2069},[],{"categories":2071},[135],{"categories":2073},[73],{"categories":2075},[113],{"categories":2077},[2039],{"categories":2079},[73],{"categories":2081},[113],{"categories":2083},[113],{"categories":2085},[],{"categories":2087},[123],{"categories":2089},[135],{"categories":2091},[],{"categories":2093},[123],{"categories":2095},[157],{"categories":2097},[73],{"categories":2099},[123],{"categories":2101},[73],{"categories":2103},[123],{"categories":2105},[73],{"categories":2107},[73],{"categories":2109},[157],{"categories":2111},[203],{"categories":2113},[73],{"categories":2115},[126],{"categories":2117},[135],{"categories":2119},[2120],"Coding Agents & Dev Productivity",{"categories":2122},[157],{"categories":2124},[200],{"categories":2126},[73],{"categories":2128},[73],{"categories":2130},[],{"categories":2132},[73],{"categories":2134},[818],{"categories":2136},[],{"categories":2138},[73],{"categories":2140},[267],{"categories":2142},[73],{"categories":2144},[157],{"categories":2146},[],{"categories":2148},[],{"categories":2150},[73],{"categories":2152},[],{"categories":2154},[123],{"categories":2156},[73],{"categories":2158},[],{"categories":2160},[135],{"categories":2162},[135],{"categories":2164},[73],{"categories":2166},[203],{"categories":2168},[],{"categories":2170},[73],{"categories":2172},[73],{"categories":2174},[73],{"categories":2176},[203],{"categories":2178},[135],{"categories":2180},[123],{"categories":2182},[],{"categories":2184},[],{"categories":2186},[73],{"categories":2188},[73],{"categories":2190},[123],{"categories":2192},[123],{"categories":2194},[357],{"categories":2196},[135],{"categories":2198},[135],{"categories":2200},[123],{"categories":2202},[157],{"categories":2204},[157],{"categories":2206},[123],{"categories":2208},[123],{"categories":2210},[73],{"categories":2212},[113],{"categories":2214},[2039],{"categories":2216},[73,267],{"categories":2218},[203],{"categories":2220},[],{"categories":2222},[200],{"categories":2224},[135],{"categories":2226},[113],{"categories":2228},[73],{"categories":2230},[123],{"categories":2232},[2233],"The Designer's Role & Craft",{"categories":2235},[200],{"categories":2237},[],{"categories":2239},[123],{"categories":2241},[73],{"categories":2243},[123],{"categories":2245},[123],{"categories":2247},[73],{"categories":2249},[230],{"categories":2251},[73],{"categories":2253},[135],{"categories":2255},[73],{"categories":2257},[200],{"categories":2259},[73],{"categories":2261},[],{"categories":2263},[123],{"categories":2265},[200],{"categories":2267},[73],{"categories":2269},[73],{"categories":2271},[73],{"categories":2273},[2274],"AI UX Patterns",{"categories":2276},[123],{"categories":2278},[123],{"categories":2280},[123],{"categories":2282},[123],{"categories":2284},[230],{"categories":2286},[203],{"categories":2288},[73],{"categories":2290},[123],{"categories":2292},[73],{"categories":2294},[1132],{"categories":2296},[],{"categories":2298},[230],{"categories":2300},[123],{"categories":2302},[157],{"categories":2304},[135],{"categories":2306},[73],{"categories":2308},[123],{"categories":2310},[],{"categories":2312},[],{"categories":2314},[73],{"categories":2316},[123],{"categories":2318},[73],{"categories":2320},[123],{"categories":2322},[357],{"categories":2324},[200],{"categories":2326},[157],{"categories":2328},[135],{"categories":2330},[73],{"categories":2332},[123],{"categories":2334},[123],{"categories":2336},[],{"categories":2338},[73],{"categories":2340},[],{"categories":2342},[],{"categories":2344},[73],{"categories":2346},[73],{"categories":2348},[73],{"categories":2350},[123],{"categories":2352},[135],{"categories":2354},[],{"categories":2356},[],{"categories":2358},[203],{"categories":2360},[146],{"categories":2362},[73],{"categories":2364},[203],{"categories":2366},[157],{"categories":2368},[73],{"categories":2370},[73],{"categories":2372},[123],{"categories":2374},[73],{"categories":2376},[123],{"categories":2378},[73],{"categories":2380},[73],{"categories":2382},[123],{"categories":2384},[],{"categories":2386},[],{"categories":2388},[73],{"categories":2390},[267],{"categories":2392},[73],{"categories":2394},[],{"categories":2396},[],{"categories":2398},[200],{"categories":2400},[841],{"categories":2402},[123],{"categories":2404},[113],{"categories":2406},[2233],{"categories":2408},[],{"categories":2410},[],{"categories":2412},[73],{"categories":2414},[],{"categories":2416},[],{"categories":2418},[135],{"categories":2420},[157],{"categories":2422},[230],{"categories":2424},[118],{"categories":2426},[73],{"categories":2428},[73],{"categories":2430},[118],{"categories":2432},[],{"categories":2434},[200],{"categories":2436},[126],{"categories":2438},[73],{"categories":2440},[73],{"categories":2442},[123],{"categories":2444},[118],{"categories":2446},[73],{"categories":2448},[73],{"categories":2450},[113],{"categories":2452},[73],{"categories":2454},[],{"categories":2456},[113],{"categories":2458},[73],{"categories":2460},[230],{"categories":2462},[123],{"categories":2464},[157],{"categories":2466},[73],{"categories":2468},[73],{"categories":2470},[73],{"categories":2472},[118],{"categories":2474},[73],{"categories":2476},[73],{"categories":2478},[73],{"categories":2480},[123],{"categories":2482},[],{"categories":2484},[73],{"categories":2486},[135],{"categories":2488},[113],{"categories":2490},[73],{"categories":2492},[73],{"categories":2494},[73],{"categories":2496},[],{"categories":2498},[73],{"categories":2500},[428],{"categories":2502},[123],{"categories":2504},[118],{"categories":2506},[157],{"categories":2508},[73],{"categories":2510},[73],{"categories":2512},[],{"categories":2514},[118],{"categories":2516},[118],{"categories":2518},[73],{"categories":2520},[73],{"categories":2522},[126],{"categories":2524},[73],{"categories":2526},[73],{"categories":2528},[73],{"categories":2530},[135],{"categories":2532},[135],{"categories":2534},[73],{"categories":2536},[],{"categories":2538},[135],{"categories":2540},[73],{"categories":2542},[135],{"categories":2544},[123],{"categories":2546},[519],{"categories":2548},[],{"categories":2550},[],{"categories":2552},[73],{"categories":2554},[157],{"categories":2556},[],{"categories":2558},[267],{"categories":2560},[73],{"categories":2562},[73],{"categories":2564},[200],{"categories":2566},[807],{"categories":2568},[],{"categories":2570},[73],{"categories":2572},[73],{"categories":2574},[73],{"categories":2576},[135],{"categories":2578},[73],{"categories":2580},[73],{"categories":2582},[73,267],{"categories":2584},[73],{"categories":2586},[73],{"categories":2588},[200],{"categories":2590},[123],{"categories":2592},[],{"categories":2594},[123],{"categories":2596},[123],{"categories":2598},[73],{"categories":2600},[73],{"categories":2602},[73],{"categories":2604},[203],{"categories":2606},[73],{"categories":2608},[2274],{"categories":2610},[113],{"categories":2612},[203],{"categories":2614},[113],{"categories":2616},[135],{"categories":2618},[200],{"categories":2620},[123],{"categories":2622},[73],{"categories":2624},[],{"categories":2626},[118],{"categories":2628},[73],{"categories":2630},[73],{"categories":2632},[157],{"categories":2634},[73],{"categories":2636},[73],{"categories":2638},[123],{"categories":2640},[73],{"categories":2642},[73],{"categories":2644},[73],{"categories":2646},[118],{"categories":2648},[],{"categories":2650},[267],{"categories":2652},[73],{"categories":2654},[357],{"categories":2656},[200],{"categories":2658},[200],{"categories":2660},[135],{"categories":2662},[123],{"categories":2664},[73],{"categories":2666},[118],{"categories":2668},[157],{"categories":2670},[73],{"categories":2672},[73],{"categories":2674},[200],{"categories":2676},[123],{"categories":2678},[123],{"categories":2680},[73],{"categories":2682},[73],{"categories":2684},[483],{"categories":2686},[],{"categories":2688},[73],{"categories":2690},[73],{"categories":2692},[73],{"categories":2694},[],{"categories":2696},[],{"categories":2698},[73],{"categories":2700},[73],{"categories":2702},[123],{"categories":2704},[73],{"categories":2706},[73],{"categories":2708},[73],{"categories":2710},[135],{"categories":2712},[73],{"categories":2714},[73],{"categories":2716},[123],{"categories":2718},[73],{"categories":2720},[73],{"categories":2722},[73],{"categories":2724},[73],{"categories":2726},[73],{"categories":2728},[],{"categories":2730},[135],{"categories":2732},[203],{"categories":2734},[73],{"categories":2736},[123],{"categories":2738},[73],{"categories":2740},[],{"categories":2742},[],{"categories":2744},[73],{"categories":2746},[73],{"categories":2748},[73],{"categories":2750},[157],{"categories":2752},[203],{"categories":2754},[],{"categories":2756},[73],{"categories":2758},[200],{"categories":2760},[73],{"categories":2762},[267],{"categories":2764},[1654],{"categories":2766},[157],{"categories":2768},[135],{"categories":2770},[135],{"categories":2772},[135],{"categories":2774},[73],{"categories":2776},[157],{"categories":2778},[157],{"categories":2780},[267],{"categories":2782},[],{"categories":2784},[157],{"categories":2786},[73],{"categories":2788},[113],{"categories":2790},[135],{"categories":2792},[73],{"categories":2794},[157],{"categories":2796},[],{"categories":2798},[73],{"categories":2800},[135],{"categories":2802},[135],{"categories":2804},[203],{"categories":2806},[73],{"categories":2808},[157],{"categories":2810},[73],{"categories":2812},[135],{"categories":2814},[123],{"categories":2816},[157],{"categories":2818},[123],{"categories":2820},[267],{"categories":2822},[123],{"categories":2824},[73],{"categories":2826},[73],{"categories":2828},[73],{"categories":2830},[135],{"categories":2832},[73],{"categories":2834},[],{"categories":2836},[123],{"categories":2838},[118],{"categories":2840},[135],{"categories":2842},[],{"categories":2844},[],{"categories":2846},[73],{"categories":2848},[123],{"categories":2850},[73],{"categories":2852},[2853],"Frameworks & Tooling",{"categories":2855},[73],{"categories":2857},[73],{"categories":2859},[135],{"categories":2861},[73],{"categories":2863},[73],{"categories":2865},[],{"categories":2867},[203],{"categories":2869},[203],{"categories":2871},[113],{"categories":2873},[123],{"categories":2875},[73],{"categories":2877},[200],{"categories":2879},[],{"categories":2881},[1654],{"categories":2883},[73],{"categories":2885},[135],{"categories":2887},[73],{"categories":2889},[267],{"categories":2891},[267],{"categories":2893},[],{"categories":2895},[123],{"categories":2897},[157],{"categories":2899},[157],{"categories":2901},[73],{"categories":2903},[123],{"categories":2905},[],{"categories":2907},[200],{"categories":2909},[73],{"categories":2911},[73],{"categories":2913},[],{"categories":2915},[73],{"categories":2917},[123],{"categories":2919},[73],{"categories":2921},[73],{"categories":2923},[],{"categories":2925},[135],{"categories":2927},[73],{"categories":2929},[135],{"categories":2931},[267],{"categories":2933},[73],{"categories":2935},[73],{"categories":2937},[135],{"categories":2939},[118],{"categories":2941},[73],{"categories":2943},[1654],{"categories":2945},[],{"categories":2947},[123],{"categories":2949},[113],{"categories":2951},[73],{"categories":2953},[113],{"categories":2955},[73],{"categories":2957},[],{"categories":2959},[123],{"categories":2961},[73],{"categories":2963},[2964],"AI Design Tooling",{"categories":2966},[200],{"categories":2968},[73],{"categories":2970},[73],{"categories":2972},[135],{"categories":2974},[200],{"categories":2976},[73],{"categories":2978},[135],{"categories":2980},[157],{"categories":2982},[126],{"categories":2984},[135],{"categories":2986},[73],{"categories":2988},[73],{"categories":2990},[123],{"categories":2992},[],{"categories":2994},[73],{"categories":2996},[73],{"categories":2998},[123],{"categories":3000},[73],{"categories":3002},[73],{"categories":3004},[73],{"categories":3006},[123],{"categories":3008},[],{"categories":3010},[123],{"categories":3012},[2853],{"categories":3014},[73],{"categories":3016},[123],{"categories":3018},[123],{"categories":3020},[135],{"categories":3022},[135],{"categories":3024},[],{"categories":3026},[135],{"categories":3028},[73],{"categories":3030},[73],{"categories":3032},[123],{"categories":3034},[118],{"categories":3036},[73],{"categories":3038},[],{"categories":3040},[73],{"categories":3042},[73],{"categories":3044},[2039],{"categories":3046},[],{"categories":3048},[73],{"categories":3050},[73],{"categories":3052},[73],{"categories":3054},[73],{"categories":3056},[200],{"categories":3058},[73],{"categories":3060},[],{"categories":3062},[73],{"categories":3064},[73],{"categories":3066},[73],{"categories":3068},[230],{"categories":3070},[157],{"categories":3072},[73],{"categories":3074},[73],{"categories":3076},[1654],{"categories":3078},[113],{"categories":3080},[73],{"categories":3082},[73],{"categories":3084},[203],{"categories":3086},[73],{"categories":3088},[157],{"categories":3090},[123],{"categories":3092},[],{"categories":3094},[73],{"categories":3096},[73],{"categories":3098},[200],{"categories":3100},[73],{"categories":3102},[230],{"categories":3104},[73],{"categories":3106},[123],{"categories":3108},[],{"categories":3110},[],{"categories":3112},[],{"categories":3114},[113],{"categories":3116},[157],{"categories":3118},[123],{"categories":3120},[73],{"categories":3122},[73],{"categories":3124},[73],{"categories":3126},[73],{"categories":3128},[380],{"categories":3130},[200],{"categories":3132},[123],{"categories":3134},[73],{"categories":3136},[],{"categories":3138},[123],{"categories":3140},[123],{"categories":3142},[],{"categories":3144},[73],{"categories":3146},[123],{"categories":3148},[73],{"categories":3150},[],{"categories":3152},[73],{"categories":3154},[73],{"categories":3156},[157],{"categories":3158},[200],{"categories":3160},[123],{"categories":3162},[200],{"categories":3164},[123],{"categories":3166},[73],{"categories":3168},[118],{"categories":3170},[],{"categories":3172},[],{"categories":3174},[73],{"categories":3176},[73],{"categories":3178},[113],{"categories":3180},[123],{"categories":3182},[157],{"categories":3184},[],{"categories":3186},[200],{"categories":3188},[],{"categories":3190},[135],{"categories":3192},[73],{"categories":3194},[135],{"categories":3196},[200],{"categories":3198},[135],{"categories":3200},[73],{"categories":3202},[],{"categories":3204},[73],{"categories":3206},[73],{"categories":3208},[],{"categories":3210},[73],{"categories":3212},[230],{"categories":3214},[73],{"categories":3216},[267],{"categories":3218},[135],{"categories":3220},[73],{"categories":3222},[],{"categories":3224},[123],{"categories":3226},[73],{"categories":3228},[113],{"categories":3230},[483],{"categories":3232},[73],{"categories":3234},[123],{"categories":3236},[73],{"categories":3238},[123],{"categories":3240},[73],{"categories":3242},[73],{"categories":3244},[],{"categories":3246},[73],{"categories":3248},[113],{"categories":3250},[73],{"categories":3252},[118],{"categories":3254},[135],{"categories":3256},[200],{"categories":3258},[],{"categories":3260},[73],{"categories":3262},[],{"categories":3264},[],{"categories":3266},[123],{"categories":3268},[135],{"categories":3270},[200],{"categories":3272},[157],{"categories":3274},[73],{"categories":3276},[157],{"categories":3278},[123],{"categories":3280},[200],{"categories":3282},[73],{"categories":3284},[],{"categories":3286},[73],{"categories":3288},[146],{"categories":3290},[123],{"categories":3292},[200],{"categories":3294},[157],{"categories":3296},[118],{"categories":3298},[135],{"categories":3300},[73],{"categories":3302},[73],{"categories":3304},[157],{"categories":3306},[230],{"categories":3308},[],{"categories":3310},[],{"categories":3312},[203],{"categories":3314},[428],{"categories":3316},[73],{"categories":3318},[123],{"categories":3320},[73,135],{"categories":3322},[157],{"categories":3324},[73],{"categories":3326},[73],{"categories":3328},[73],{"categories":3330},[73],{"categories":3332},[123],{"categories":3334},[73],{"categories":3336},[123],{"categories":3338},[73],{"categories":3340},[73],{"categories":3342},[73],{"categories":3344},[],{"categories":3346},[73],{"categories":3348},[1132],{"categories":3350},[135],{"categories":3352},[200],{"categories":3354},[73],{"categories":3356},[73],{"categories":3358},[73],{"categories":3360},[203],{"categories":3362},[123],{"categories":3364},[230],{"categories":3366},[267],{"categories":3368},[],{"categories":3370},[73],{"categories":3372},[118],{"categories":3374},[123],{"categories":3376},[113],{"categories":3378},[123],{"categories":3380},[73],{"categories":3382},[123],{"categories":3384},[126],{"categories":3386},[135],{"categories":3388},[73],{"categories":3390},[73],{"categories":3392},[],{"categories":3394},[],{"categories":3396},[],{"categories":3398},[267],{"categories":3400},[73],{"categories":3402},[157],{"categories":3404},[73],{"categories":3406},[73],{"categories":3408},[73],{"categories":3410},[73],{"categories":3412},[],{"categories":3414},[73],{"categories":3416},[203],{"categories":3418},[118],{"categories":3420},[123],{"categories":3422},[73],{"categories":3424},[],{"categories":3426},[73],{"categories":3428},[123],{"categories":3430},[73],{"categories":3432},[267],{"categories":3434},[],{"categories":3436},[200],{"categories":3438},[200],{"categories":3440},[],{"categories":3442},[135],{"categories":3444},[73],{"categories":3446},[200],{"categories":3448},[73],{"categories":3450},[118],{"categories":3452},[123],{"categories":3454},[73],{"categories":3456},[],{"categories":3458},[157],{"categories":3460},[73],{"categories":3462},[73],{"categories":3464},[73],{"categories":3466},[200],{"categories":3468},[123],{"categories":3470},[157],{"categories":3472},[],{"categories":3474},[123],{"categories":3476},[118],{"categories":3478},[123],{"categories":3480},[200],{"categories":3482},[73],{"categories":3484},[73],{"categories":3486},[73],{"categories":3488},[428],{"categories":3490},[73],{"categories":3492},[],{"categories":3494},[73],{"categories":3496},[73],{"categories":3498},[267],{"categories":3500},[157],{"categories":3502},[203],{"categories":3504},[519],{"categories":3506},[203],{"categories":3508},[73],{"categories":3510},[],{"categories":3512},[],{"categories":3514},[],{"categories":3516},[123],{"categories":3518},[123],{"categories":3520},[135],{"categories":3522},[73],{"categories":3524},[409],{"categories":3526},[135],{"categories":3528},[73],{"categories":3530},[73],{"categories":3532},[73],{"categories":3534},[73],{"categories":3536},[123],{"categories":3538},[],{"categories":3540},[],{"categories":3542},[73],{"categories":3544},[],{"categories":3546},[73],{"categories":3548},[123],{"categories":3550},[200],{"categories":3552},[73],{"categories":3554},[73],{"categories":3556},[],{"categories":3558},[123],{"categories":3560},[126],{"categories":3562},[73],{"categories":3564},[200],{"categories":3566},[73],{"categories":3568},[123],{"categories":3570},[118],{"categories":3572},[73],{"categories":3574},[230],{"categories":3576},[123],{"categories":3578},[73],{"categories":3580},[73],{"categories":3582},[807],{"categories":3584},[73],{"categories":3586},[123],{"categories":3588},[73],{"categories":3590},[135],{"categories":3592},[73],{"categories":3594},[483],{"categories":3596},[200],{"categories":3598},[],{"categories":3600},[157],{"categories":3602},[428],{"categories":3604},[123],{"categories":3606},[73],{"categories":3608},[],{"categories":3610},[157],{"categories":3612},[357],{"categories":3614},[123],{"categories":3616},[123],{"categories":3618},[123],{"categories":3620},[73],{"categories":3622},[73],{"categories":3624},[123],{"categories":3626},[],{"categories":3628},[118],{"categories":3630},[73],{"categories":3632},[118],{"categories":3634},[123],{"categories":3636},[],{"categories":3638},[135],{"categories":3640},[73],{"categories":3642},[73],{"categories":3644},[113],{"categories":3646},[157],{"categories":3648},[267],{"categories":3650},[146],{"categories":3652},[123],{"categories":3654},[123],{"categories":3656},[73],{"categories":3658},[123],{"categories":3660},[73],{"categories":3662},[113],{"categories":3664},[],{"categories":3666},[73],{"categories":3668},[73],{"categories":3670},[73],{"categories":3672},[123],{"categories":3674},[73],{"categories":3676},[],{"categories":3678},[],{"categories":3680},[200],{"categories":3682},[123],{"categories":3684},[73,118],{"categories":3686},[123],{"categories":3688},[73],{"categories":3690},[],{"categories":3692},[113],{"categories":3694},[203],{"categories":3696},[118],{"categories":3698},[73],{"categories":3700},[135],{"categories":3702},[73],{"categories":3704},[73],{"categories":3706},[123],{"categories":3708},[73],{"categories":3710},[73],{"categories":3712},[73],{"categories":3714},[157],{"categories":3716},[1132],{"categories":3718},[123],{"categories":3720},[73],{"categories":3722},[],{"categories":3724},[],{"categories":3726},[73],{"categories":3728},[123],{"categories":3730},[73],{"categories":3732},[73],{"categories":3734},[267],{"categories":3736},[],{"categories":3738},[73],{"categories":3740},[123],{"categories":3742},[146],{"categories":3744},[123],{"categories":3746},[428],{"categories":3748},[],{"categories":3750},[380],{"categories":3752},[123],{"categories":3754},[73],{"categories":3756},[230],{"categories":3758},[73],{"categories":3760},[203],{"categories":3762},[123],{"categories":3764},[73],{"categories":3766},[428],{"categories":3768},[73],{"categories":3770},[267],{"categories":3772},[],{"categories":3774},[73],{"categories":3776},[230],{"categories":3778},[200],{"categories":3780},[73],{"categories":3782},[73],{"categories":3784},[73],{"categories":3786},[],{"categories":3788},[230],{"categories":3790},[157],{"categories":3792},[73],{"categories":3794},[73],{"categories":3796},[519],{"categories":3798},[113],{"categories":3800},[73],{"categories":3802},[],{"categories":3804},[],{"categories":3806},[200],{"categories":3808},[73],{"categories":3810},[203],{"categories":3812},[230],{"categories":3814},[123],{"categories":3816},[73],{"categories":3818},[73],{"categories":3820},[230],{"categories":3822},[157],{"categories":3824},[],{"categories":3826},[73],{"categories":3828},[73],{"categories":3830},[],{"categories":3832},[73],{"categories":3834},[73],{"categories":3836},[544],{"categories":3838},[73],{"categories":3840},[73],{"categories":3842},[123],{"categories":3844},[135],{"categories":3846},[428],{"categories":3848},[73],{"categories":3850},[73],{"categories":3852},[73],{"categories":3854},[],{"categories":3856},[73,135],{"categories":3858},[157],{"categories":3860},[123],{"categories":3862},[135],{"categories":3864},[123],{"categories":3866},[841],{"categories":3868},[135],{"categories":3870},[123],{"categories":3872},[73],{"categories":3874},[113],{"categories":3876},[],{"categories":3878},[],{"categories":3880},[123],{"categories":3882},[73],{"categories":3884},[135],{"categories":3886},[73],{"categories":3888},[113],{"categories":3890},[135],{"categories":3892},[135],{"categories":3894},[73],{"categories":3896},[230],{"categories":3898},[73],{"categories":3900},[135],{"categories":3902},[73],{"categories":3904},[],{"categories":3906},[73],{"categories":3908},[200,73],{"categories":3910},[267],{"categories":3912},[113],{"categories":3914},[73],{"categories":3916},[],{"categories":3918},[73],{"categories":3920},[73],{"categories":3922},[118],{"categories":3924},[73],{"categories":3926},[118],{"categories":3928},[73],{"categories":3930},[73],{"categories":3932},[357],{"categories":3934},[73],{"categories":3936},[118],{"categories":3938},[135],{"categories":3940},[203],{"categories":3942},[123],{"categories":3944},[135],{"categories":3946},[73],{"categories":3948},[73],{"categories":3950},[157],{"categories":3952},[230],{"categories":3954},[200],{"categories":3956},[73],{"categories":3958},[73],{"categories":3960},[73],{"categories":3962},[73],{"categories":3964},[113],{"categories":3966},[73],{"categories":3968},[123],{"categories":3970},[123],{"categories":3972},[135],{"categories":3974},[157],{"categories":3976},[135],{"categories":3978},[135],{"categories":3980},[73],{"categories":3982},[73],{"categories":3984},[],{"categories":3986},[],{"categories":3988},[203],{"categories":3990},[73],{"categories":3992},[135],{"categories":3994},[73],{"categories":3996},[200],{"categories":3998},[428],{"categories":4000},[380],{"categories":4002},[357],{"categories":4004},[73],{"categories":4006},[73],{"categories":4008},[73],{"categories":4010},[203],{"categories":4012},[73],{"categories":4014},[73],{"categories":4016},[73],{"categories":4018},[73],{"categories":4020},[73],{"categories":4022},[73],{"categories":4024},[123],{"categories":4026},[113],{"categories":4028},[123],{"categories":4030},[73,118],{"categories":4032},[],{"categories":4034},[200],{"categories":4036},[],{"categories":4038},[126],{"categories":4040},[73],{"categories":4042},[157],{"categories":4044},[113],{"categories":4046},[73],{"categories":4048},[113],{"categories":4050},[123],{"categories":4052},[203],{"categories":4054},[123],{"categories":4056},[123],{"categories":4058},[73],{"categories":4060},[73],{"categories":4062},[118],{"categories":4064},[123],{"categories":4066},[135],{"categories":4068},[230],{"categories":4070},[73],{"categories":4072},[],{"categories":4074},[157],{"categories":4076},[73],{"categories":4078},[73],{"categories":4080},[73],{"categories":4082},[73],{"categories":4084},[73],{"categories":4086},[73],{"categories":4088},[135],{"categories":4090},[157],{"categories":4092},[135],{"categories":4094},[135],{"categories":4096},[73],{"categories":4098},[73],{"categories":4100},[73],{"categories":4102},[380],{"categories":4104},[73],{"categories":4106},[123],{"categories":4108},[157],{"categories":4110},[73],{"categories":4112},[73],{"categories":4114},[73],{"categories":4116},[123],{"categories":4118},[73],{"categories":4120},[73],{"categories":4122},[73],{"categories":4124},[2853],{"categories":4126},[4127],"Clinical AI",{"categories":4129},[200],{"categories":4131},[73],{"categories":4133},[73],{"categories":4135},[73],{"categories":4137},[267],{"categories":4139},[2274],{"categories":4141},[73],{"categories":4143},[126],{"categories":4145},[73],{"categories":4147},[123],{"categories":4149},[73],{"categories":4151},[73],{"categories":4153},[157],{"categories":4155},[73],{"categories":4157},[123],{"categories":4159},[135],{"categories":4161},[230],{"categories":4163},[73],{"categories":4165},[73],{"categories":4167},[118],{"categories":4169},[73],{"categories":4171},[73],{"categories":4173},[483],{"categories":4175},[73],{"categories":4177},[],{"categories":4179},[73],{"categories":4181},[135],{"categories":4183},[113],{"categories":4185},[73],{"categories":4187},[],{"categories":4189},[],{"categories":4191},[73],{"categories":4193},[],{"categories":4195},[118],{"categories":4197},[73],{"categories":4199},[73],{"categories":4201},[123],{"categories":4203},[157],{"categories":4205},[157],{"categories":4207},[157],{"categories":4209},[157],{"categories":4211},[],{"categories":4213},[113],{"categories":4215},[123],{"categories":4217},[157],{"categories":4219},[73],{"categories":4221},[544],{"categories":4223},[126],{"categories":4225},[73],{"categories":4227},[113],{"categories":4229},[73],{"categories":4231},[123],{"categories":4233},[73],{"categories":4235},[73],{"categories":4237},[73,123],{"categories":4239},[123],{"categories":4241},[267],{"categories":4243},[157],{"categories":4245},[123],{"categories":4247},[157],{"categories":4249},[123],{"categories":4251},[73],{"categories":4253},[],{"categories":4255},[157],{"categories":4257},[230],{"categories":4259},[113],{"categories":4261},[73],{"categories":4263},[73],{"categories":4265},[],{"categories":4267},[135],{"categories":4269},[],{"categories":4271},[113],{"categories":4273},[123],{"categories":4275},[157],{"categories":4277},[73],{"categories":4279},[157],{"categories":4281},[113],{"categories":4283},[157],{"categories":4285},[157],{"categories":4287},[],{"categories":4289},[118],{"categories":4291},[123],{"categories":4293},[157],{"categories":4295},[157],{"categories":4297},[157],{"categories":4299},[157],{"categories":4301},[157],{"categories":4303},[157],{"categories":4305},[157],{"categories":4307},[157],{"categories":4309},[157],{"categories":4311},[157],{"categories":4313},[203],{"categories":4315},[113],{"categories":4317},[73],{"categories":4319},[73],{"categories":4321},[123],{"categories":4323},[123],{"categories":4325},[],{"categories":4327},[73],{"categories":4329},[73,113],{"categories":4331},[],{"categories":4333},[123],{"categories":4335},[73],{"categories":4337},[157],{"categories":4339},[123],{"categories":4341},[841],{"categories":4343},[73],{"categories":4345},[73],{"categories":4347},[73],{"categories":4349},[73],{"categories":4351},[73],{"categories":4353},[357],{"categories":4355},[73],{"categories":4357},[123],{"categories":4359},[118],{"categories":4361},[123],{"categories":4363},[123],{"categories":4365},[],{"categories":4367},[123],{"categories":4369},[200],{"categories":4371},[157],{"categories":4373},[73],{"categories":4375},[],{"categories":4377},[126],{"categories":4379},[],{"categories":4381},[135],{"categories":4383},[123],{"categories":4385},[200],{"categories":4387},[73],{"categories":4389},[],{"categories":4391},[73],{"categories":4393},[],{"categories":4395},[230],{"categories":4397},[73],{"categories":4399},[],{"categories":4401},[],{"categories":4403},[157],{"categories":4405},[113],{"categories":4407},[73],{"categories":4409},[73],{"categories":4411},[118],{"categories":4413},[73],{"categories":4415},[73],{"categories":4417},[73],{"categories":4419},[118],{"categories":4421},[118],{"categories":4423},[200],{"categories":4425},[],{"categories":4427},[73],{"categories":4429},[157],{"categories":4431},[],{"categories":4433},[73],{"categories":4435},[73],{"categories":4437},[200],{"categories":4439},[73],{"categories":4441},[230],{"categories":4443},[73],{"categories":4445},[267],{"categories":4447},[],{"categories":4449},[123],{"categories":4451},[230],{"categories":4453},[135],{"categories":4455},[],{"categories":4457},[73],{"categories":4459},[],{"categories":4461},[123],{"categories":4463},[200],{"categories":4465},[135],{"categories":4467},[],{"categories":4469},[2853],{"categories":4471},[118],{"categories":4473},[113],{"categories":4475},[73],{"categories":4477},[203],{"categories":4479},[123],{"categories":4481},[200],{"categories":4483},[135],{"categories":4485},[],{"categories":4487},[],{"categories":4489},[73],{"categories":4491},[113],{"categories":4493},[73],{"categories":4495},[230],{"categories":4497},[],{"categories":4499},[123],{"categories":4501},[123],{"categories":4503},[73],{"categories":4505},[123],{"categories":4507},[73],{"categories":4509},[157],{"categories":4511},[135],{"categories":4513},[73],{"categories":4515},[123],{"categories":4517},[126],{"categories":4519},[73],{"categories":4521},[73],{"categories":4523},[123],{"categories":4525},[73],{"categories":4527},[126],{"categories":4529},[230],{"categories":4531},[157],{"categories":4533},[],{"categories":4535},[230],{"categories":4537},[73],{"categories":4539},[],{"categories":4541},[135],{"categories":4543},[123],{"categories":4545},[],{"categories":4547},[73],{"categories":4549},[73],{"categories":4551},[73],{"categories":4553},[73],{"categories":4555},[73],{"categories":4557},[123],{"categories":4559},[118],{"categories":4561},[113],{"categories":4563},[73],{"categories":4565},[200],{"categories":4567},[135],{"categories":4569},[135],{"categories":4571},[73],{"categories":4573},[203],{"categories":4575},[123],{"categories":4577},[73],{"categories":4579},[73],{"categories":4581},[123],{"categories":4583},[73],{"categories":4585},[118],{"categories":4587},[200],{"categories":4589},[135],{"categories":4591},[123],{"categories":4593},[73],{"categories":4595},[126],{"categories":4597},[73],{"categories":4599},[123],{"categories":4601},[73],{"categories":4603},[73],{"categories":4605},[157],{"categories":4607},[],{"categories":4609},[113],{"categories":4611},[73],{"categories":4613},[73],{"categories":4615},[73],{"categories":4617},[135],{"categories":4619},[135],{"categories":4621},[73],{"categories":4623},[135],{"categories":4625},[73],{"categories":4627},[123],{"categories":4629},[73],{"categories":4631},[73],{"categories":4633},[73],{"categories":4635},[73],{"categories":4637},[73],{"categories":4639},[],{"categories":4641},[73],{"categories":4643},[200],{"categories":4645},[118],{"categories":4647},[157],{"categories":4649},[73],{"categories":4651},[123],{"categories":4653},[123],{"categories":4655},[73],{"categories":4657},[73],{"categories":4659},[200],{"categories":4661},[123],{"categories":4663},[73],{"categories":4665},[230],{"categories":4667},[73],{"categories":4669},[203],{"categories":4671},[73],{"categories":4673},[73],{"categories":4675},[157],{"categories":4677},[73],{"categories":4679},[73],{"categories":4681},[73],{"categories":4683},[123],{"categories":4685},[267],{"categories":4687},[73],{"categories":4689},[135],{"categories":4691},[123],{"categories":4693},[203],{"categories":4695},[],{"categories":4697},[123],{"categories":4699},[135],{"categories":4701},[73],{"categories":4703},[73],{"categories":4705},[2120],{"categories":4707},[200],{"categories":4709},[296],{"categories":4711},[73],{"categories":4713},[73],{"categories":4715},[73],{"categories":4717},[113],{"categories":4719},[73],{"categories":4721},[135],{"categories":4723},[118],{"categories":4725},[135],{"categories":4727},[73],{"categories":4729},[],{"categories":4731},[123],{"categories":4733},[123],{"categories":4735},[73],{"categories":4737},[73],{"categories":4739},[203],{"categories":4741},[],{"categories":4743},[157],{"categories":4745},[],{"categories":4747},[157],{"categories":4749},[73],{"categories":4751},[73],{"categories":4753},[123],{"categories":4755},[73],{"categories":4757},[123],{"categories":4759},[123],{"categories":4761},[],{"categories":4763},[157],{"categories":4765},[73],{"categories":4767},[],{"categories":4769},[73],{"categories":4771},[73],{"categories":4773},[],{"categories":4775},[73],{"categories":4777},[200],{"categories":4779},[135],{"categories":4781},[123],{"categories":4783},[73],{"categories":4785},[73],{"categories":4787},[73],{"categories":4789},[230],{"categories":4791},[73],{"categories":4793},[73],{"categories":4795},[73],{"categories":4797},[113],{"categories":4799},[73],{"categories":4801},[73],{"categories":4803},[],{"categories":4805},[73],{"categories":4807},[73],{"categories":4809},[],{"categories":4811},[113],{"categories":4813},[157],{"categories":4815},[135],{"categories":4817},[126],{"categories":4819},[428],{"categories":4821},[73],{"categories":4823},[73],{"categories":4825},[73],{"categories":4827},[135],{"categories":4829},[157],{"categories":4831},[200],{"categories":4833},[73],{"categories":4835},[73],{"categories":4837},[73],{"categories":4839},[73],{"categories":4841},[157],{"categories":4843},[200],{"categories":4845},[73],{"categories":4847},[73],{"categories":4849},[157],{"categories":4851},[200],{"categories":4853},[73],{"categories":4855},[157],{"categories":4857},[123],{"categories":4859},[123],{"categories":4861},[123],{"categories":4863},[135],{"categories":4865},[157],{"categories":4867},[123],{"categories":4869},[123],{"categories":4871},[73],{"categories":4873},[135],{"categories":4875},[200],{"categories":4877},[73],{"categories":4879},[73],{"categories":4881},[],{"categories":4883},[123],{"categories":4885},[],{"categories":4887},[73],{"categories":4889},[73],{"categories":4891},[],{"categories":4893},[],{"categories":4895},[123],{"categories":4897},[118],{"categories":4899},[123],{"categories":4901},[4902],"Liability & Ethics",{"categories":4904},[73],{"categories":4906},[123],{"categories":4908},[113],{"categories":4910},[123],{"categories":4912},[118],{"categories":4914},[230],{"categories":4916},[123],{"categories":4918},[73],{"categories":4920},[73],{"categories":4922},[],{"categories":4924},[519],{"categories":4926},[123],{"categories":4928},[],{"categories":4930},[73],{"categories":4932},[113],{"categories":4934},[123],{"categories":4936},[],{"categories":4938},[123],{"categories":4940},[73],{"categories":4942},[73],{"categories":4944},[135],{"categories":4946},[73],{"categories":4948},[157],{"categories":4950},[73],{"categories":4952},[73],{"categories":4954},[123],{"categories":4956},[73],{"categories":4958},[73],{"categories":4960},[73],{"categories":4962},[157],{"categories":4964},[123],{"categories":4966},[135],{"categories":4968},[200],{"categories":4970},[113],{"categories":4972},[73],{"categories":4974},[73],{"categories":4976},[],{"categories":4978},[123],{"categories":4980},[123],{"categories":4982},[123],{"categories":4984},[428],{"categories":4986},[200],{"categories":4988},[123],{"categories":4990},[267],{"categories":4992},[135],{"categories":4994},[157],{"categories":4996},[73],{"categories":4998},[200],{"categories":5000},[73],{"categories":5002},[113],{"categories":5004},[],{"categories":5006},[123],{"categories":5008},[73],{"categories":5010},[73],{"categories":5012},[73],{"categories":5014},[123],{"categories":5016},[73],{"categories":5018},[200],{"categories":5020},[],{"categories":5022},[123],{"categories":5024},[126],{"categories":5026},[157],{"categories":5028},[123],{"categories":5030},[118],{"categories":5032},[],{"categories":5034},[73],{"categories":5036},[73],{"categories":5038},[126],{"categories":5040},[73],{"categories":5042},[123],{"categories":5044},[157],{"categories":5046},[113],{"categories":5048},[267],{"categories":5050},[73],{"categories":5052},[73],{"categories":5054},[73],{"categories":5056},[157],{"categories":5058},[118],{"categories":5060},[73],{"categories":5062},[200],{"categories":5064},[157],{"categories":5066},[267],{"categories":5068},[73],{"categories":5070},[123],{"categories":5072},[],{"categories":5074},[483],{"categories":5076},[],{"categories":5078},[73],{"categories":5080},[267],{"categories":5082},[203],{"categories":5084},[123],{"categories":5086},[123],{"categories":5088},[5089],"Design News & Tools",{"categories":5091},[73],{"categories":5093},[157],{"categories":5095},[73],{"categories":5097},[73],{"categories":5099},[113],{"categories":5101},[73],{"categories":5103},[200],{"categories":5105},[123],{"categories":5107},[123],{"categories":5109},[200],{"categories":5111},[73],{"categories":5113},[428],{"categories":5115},[123],{"categories":5117},[73],{"categories":5119},[73],{"categories":5121},[428],{"categories":5123},[73],{"categories":5125},[230],{"categories":5127},[73],{"categories":5129},[123],{"categories":5131},[],{"categories":5133},[73],{"categories":5135},[73],{"categories":5137},[73],{"categories":5139},[157],{"categories":5141},[113],{"categories":5143},[],{"categories":5145},[73],{"categories":5147},[73],{"categories":5149},[73],{"categories":5151},[135],{"categories":5153},[544],{"categories":5155},[135],{"categories":5157},[200],{"categories":5159},[73],{"categories":5161},[73,123],{"categories":5163},[230,118],{"categories":5165},[135],{"categories":5167},[73],{"categories":5169},[73],{"categories":5171},[73],{"categories":5173},[73],{"categories":5175},[],{"categories":5177},[123],{"categories":5179},[73],{"categories":5181},[],{"categories":5183},[73],{"categories":5185},[135],{"categories":5187},[73],{"categories":5189},[135],{"categories":5191},[],{"categories":5193},[123],{"categories":5195},[73],{"categories":5197},[118],{"categories":5199},[73],{"categories":5201},[157],{"categories":5203},[73],{"categories":5205},[],{"categories":5207},[123],{"categories":5209},[73],{"categories":5211},[],{"categories":5213},[200],{"categories":5215},[73],{"categories":5217},[73],{"categories":5219},[123],{"categories":5221},[73],{"categories":5223},[73],{"categories":5225},[113],{"categories":5227},[123],{"categories":5229},[73],{"categories":5231},[],{"categories":5233},[267],{"categories":5235},[230],{"categories":5237},[118],{"categories":5239},[118],{"categories":5241},[73],{"categories":5243},[113],{"categories":5245},[113],{"categories":5247},[73],{"categories":5249},[123],{"categories":5251},[73],{"categories":5253},[73],{"categories":5255},[73],{"categories":5257},[73],{"categories":5259},[135],{"categories":5261},[73],{"categories":5263},[113],{"categories":5265},[73],{"categories":5267},[123],{"categories":5269},[73],{"categories":5271},[230],{"categories":5273},[73],{"categories":5275},[157],{"categories":5277},[73],{"categories":5279},[73],{"categories":5281},[123],{"categories":5283},[73],{"categories":5285},[123],{"categories":5287},[],{"categories":5289},[135],{"categories":5291},[],{"categories":5293},[135],{"categories":5295},[123],{"categories":5297},[113],{"categories":5299},[],{"categories":5301},[203],{"categories":5303},[267],{"categories":5305},[73],{"categories":5307},[135],{"categories":5309},[73],{"categories":5311},[],{"categories":5313},[157],{"categories":5315},[123],{"categories":5317},[135],{"categories":5319},[200],{"categories":5321},[73],{"categories":5323},[73],{"categories":5325},[123],{"categories":5327},[135],{"categories":5329},[123],{"categories":5331},[157],{"categories":5333},[73],{"categories":5335},[126],{"categories":5337},[113],{"categories":5339},[126],{"categories":5341},[157],{"categories":5343},[135],{"categories":5345},[73],{"categories":5347},[200],{"categories":5349},[118],{"categories":5351},[73],{"categories":5353},[73],{"categories":5355},[73],{"categories":5357},[73],{"categories":5359},[73],{"categories":5361},[73],{"categories":5363},[123],{"categories":5365},[73],{"categories":5367},[123],{"categories":5369},[73],{"categories":5371},[73],{"categories":5373},[113],{"categories":5375},[73],{"categories":5377},[123],{"categories":5379},[123],{"categories":5381},[200],{"categories":5383},[123],{"categories":5385},[123],{"categories":5387},[113],{"categories":5389},[123],{"categories":5391},[200],{"categories":5393},[],{"categories":5395},[73],{"categories":5397},[203],{"categories":5399},[428],{"categories":5401},[73],{"categories":5403},[73],{"categories":5405},[73],{"categories":5407},[135],{"categories":5409},[73],{"categories":5411},[],{"categories":5413},[73],{"categories":5415},[123],{"categories":5417},[230],{"categories":5419},[73],{"categories":5421},[157],{"categories":5423},[123],{"categories":5425},[73],{"categories":5427},[230],{"categories":5429},[123],{"categories":5431},[118],{"categories":5433},[118],{"categories":5435},[73],{"categories":5437},[73],{"categories":5439},[73],{"categories":5441},[113],{"categories":5443},[],{"categories":5445},[73],{"categories":5447},[73],{"categories":5449},[123],{"categories":5451},[123],{"categories":5453},[73],{"categories":5455},[73],{"categories":5457},[73],{"categories":5459},[135],{"categories":5461},[],{"categories":5463},[113],{"categories":5465},[73],{"categories":5467},[73],{"categories":5469},[123],{"categories":5471},[123],{"categories":5473},[],{"categories":5475},[135],{"categories":5477},[135],{"categories":5479},[73],{"categories":5481},[230],{"categories":5483},[118],{"categories":5485},[200],{"categories":5487},[],{"categories":5489},[73],{"categories":5491},[123],{"categories":5493},[113],{"categories":5495},[73],{"categories":5497},[73],{"categories":5499},[135],{"categories":5501},[113],{"categories":5503},[73],{"categories":5505},[157],{"categories":5507},[203],{"categories":5509},[157],{"categories":5511},[123],{"categories":5513},[],{"categories":5515},[157],{"categories":5517},[123],{"categories":5519},[200],{"categories":5521},[203],{"categories":5523},[73],{"categories":5525},[],{"categories":5527},[123],{"categories":5529},[123],{"categories":5531},[2853],{"categories":5533},[157],{"categories":5535},[135],{"categories":5537},[73],{"categories":5539},[73],{"categories":5541},[73],{"categories":5543},[73],{"categories":5545},[118],{"categories":5547},[73],{"categories":5549},[113],{"categories":5551},[1654],{"categories":5553},[267],{"categories":5555},[113],{"categories":5557},[],{"categories":5559},[],{"categories":5561},[157],{"categories":5563},[123],{"categories":5565},[200],{"categories":5567},[73],{"categories":5569},[73],{"categories":5571},[157],{"categories":5573},[],{"categories":5575},[123],{"categories":5577},[123],{"categories":5579},[123],{"categories":5581},[],{"categories":5583},[73],{"categories":5585},[],{"categories":5587},[157],{"categories":5589},[113],{"categories":5591},[200],{"categories":5593},[73],{"categories":5595},[123],{"categories":5597},[157],{"categories":5599},[73],{"categories":5601},[157],{"categories":5603},[],{"categories":5605},[157],{"categories":5607},[113],{"categories":5609},[428],{"categories":5611},[123],{"categories":5613},[73],{"categories":5615},[],{"categories":5617},[135],{"categories":5619},[123],{"categories":5621},[126],{"categories":5623},[123],{"categories":5625},[113],{"categories":5627},[],{"categories":5629},[],{"categories":5631},[],{"categories":5633},[200],{"categories":5635},[123],{"categories":5637},[73],{"categories":5639},[73],{"categories":5641},[],{"categories":5643},[],{"categories":5645},[],{"categories":5647},[73],{"categories":5649},[200],{"categories":5651},[73],{"categories":5653},[],{"categories":5655},[123],{"categories":5657},[73],{"categories":5659},[73],{"categories":5661},[113],{"categories":5663},[],{"categories":5665},[],{"categories":5667},[73],{"categories":5669},[200],{"categories":5671},[73],{"categories":5673},[157],{"categories":5675},[],{"categories":5677},[73],{"categories":5679},[230],{"categories":5681},[157],{"categories":5683},[230],{"categories":5685},[203],{"categories":5687},[73],{"categories":5689},[73],{"categories":5691},[],{"categories":5693},[],{"categories":5695},[123],{"categories":5697},[],{"categories":5699},[73],{"categories":5701},[428],{"categories":5703},[73],{"categories":5705},[73],{"categories":5707},[73],{"categories":5709},[73],{"categories":5711},[],{"categories":5713},[123],{"categories":5715},[73],{"categories":5717},[73],{"categories":5719},[],{"categories":5721},[123],{"categories":5723},[73],{"categories":5725},[157],{"categories":5727},[73],{"categories":5729},[230],{"categories":5731},[118],{"categories":5733},[73],{"categories":5735},[73],{"categories":5737},[123],{"categories":5739},[203],{"categories":5741},[123],{"categories":5743},[123],{"categories":5745},[],{"categories":5747},[123],{"categories":5749},[],{"categories":5751},[73],{"categories":5753},[],{"categories":5755},[157],{"categories":5757},[118],{"categories":5759},[],{"categories":5761},[73],{"categories":5763},[73],{"categories":5765},[],{"categories":5767},[200],{"categories":5769},[113],{"categories":5771},[],{"categories":5773},[118],{"categories":5775},[230],{"categories":5777},[73],{"categories":5779},[135],{"categories":5781},[113],{"categories":5783},[203],{"categories":5785},[118],{"categories":5787},[135],{"categories":5789},[123],{"categories":5791},[135],{"categories":5793},[],{"categories":5795},[73],{"categories":5797},[126],{"categories":5799},[73],{"categories":5801},[],{"categories":5803},[123],{"categories":5805},[113],{"categories":5807},[200],{"categories":5809},[73],{"categories":5811},[113],{"categories":5813},[123],{"categories":5815},[267],{"categories":5817},[73],{"categories":5819},[73],{"categories":5821},[73],{"categories":5823},[113],{"categories":5825},[203],{"categories":5827},[123],{"categories":5829},[],{"categories":5831},[73],{"categories":5833},[73],{"categories":5835},[73],{"categories":5837},[135],{"categories":5839},[123],{"categories":5841},[157],{"categories":5843},[135],{"categories":5845},[73],{"categories":5847},[126],{"categories":5849},[],{"categories":5851},[200],{"categories":5853},[135],{"categories":5855},[157],{"categories":5857},[113],{"categories":5859},[123],{"categories":5861},[73],{"categories":5863},[73],{"categories":5865},[123],{"categories":5867},[126],{"categories":5869},[73],{"categories":5871},[123],{"categories":5873},[73],{"categories":5875},[118],{"categories":5877},[123],{"categories":5879},[123,267],{"categories":5881},[73],{"categories":5883},[73],{"categories":5885},[123],{"categories":5887},[135],{"categories":5889},[73],{"categories":5891},[73],{"categories":5893},[203],{"categories":5895},[123],{"categories":5897},[230],{"categories":5899},[123],{"categories":5901},[118],{"categories":5903},[],{"categories":5905},[123],{"categories":5907},[73],{"categories":5909},[118],{"categories":5911},[],{"categories":5913},[],{"categories":5915},[135],{"categories":5917},[73],{"categories":5919},[73],{"categories":5921},[123],{"categories":5923},[203],{"categories":5925},[230],{"categories":5927},[73],{"categories":5929},[73],{"categories":5931},[123],{"categories":5933},[],{"categories":5935},[123],{"categories":5937},[157],{"categories":5939},[123],{"categories":5941},[],{"categories":5943},[157],{"categories":5945},[135],{"categories":5947},[2853],{"categories":5949},[113],{"categories":5951},[135],{"categories":5953},[73],{"categories":5955},[123],{"categories":5957},[73],{"categories":5959},[73],{"categories":5961},[230],{"categories":5963},[135],{"categories":5965},[],{"categories":5967},[157],{"categories":5969},[73],{"categories":5971},[],{"categories":5973},[123],{"categories":5975},[73],{"categories":5977},[73],{"categories":5979},[73],{"categories":5981},[73],{"categories":5983},[123],{"categories":5985},[73],{"categories":5987},[73],{"categories":5989},[126],{"categories":5991},[73],{"categories":5993},[123],{"categories":5995},[73],{"categories":5997},[73],{"categories":5999},[73],{"categories":6001},[73],{"categories":6003},[73],{"categories":6005},[73],{"categories":6007},[73],{"categories":6009},[118],{"categories":6011},[],{"categories":6013},[126],{"categories":6015},[157],{"categories":6017},[123],{"categories":6019},[73],{"categories":6021},[135],{"categories":6023},[],{"categories":6025},[135],{"categories":6027},[135],{"categories":6029},[123],{"categories":6031},[135],{"categories":6033},[73],{"categories":6035},[73],{"categories":6037},[73],{"categories":6039},[123],{"categories":6041},[135],{"categories":6043},[73],{"categories":6045},[73],{"categories":6047},[123],{"categories":6049},[157],{"categories":6051},[73],{"categories":6053},[73],{"categories":6055},[73],{"categories":6057},[118],{"categories":6059},[73],{"categories":6061},[123],{"categories":6063},[200],{"categories":6065},[],{"categories":6067},[73],{"categories":6069},[203],{"categories":6071},[123],{"categories":6073},[73],{"categories":6075},[73],{"categories":6077},[],{"categories":6079},[73],{"categories":6081},[73],{"categories":6083},[157],{"categories":6085},[73],{"categories":6087},[73],{"categories":6089},[123],{"categories":6091},[230],{"categories":6093},[],{"categories":6095},[],{"categories":6097},[135],{"categories":6099},[73],{"categories":6101},[157],{"categories":6103},[73],{"categories":6105},[135],{"categories":6107},[157],{"categories":6109},[73],{"categories":6111},[230],{"categories":6113},[203],{"categories":6115},[73],{"categories":6117},[113],{"categories":6119},[123],{"categories":6121},[73],{"categories":6123},[73],{"categories":6125},[123],{"categories":6127},[123],{"categories":6129},[73],{"categories":6131},[118],{"categories":6133},[],{"categories":6135},[203],{"categories":6137},[73],{"categories":6139},[],{"categories":6141},[157],{"categories":6143},[73],{"categories":6145},[203],{"categories":6147},[73],{"categories":6149},[135],{"categories":6151},[135],{"categories":6153},[135],{"categories":6155},[123],{"categories":6157},[123],{"categories":6159},[73],{"categories":6161},[123],{"categories":6163},[73],{"categories":6165},[73],{"categories":6167},[200],{"categories":6169},[203],{"categories":6171},[203],{"categories":6173},[],{"categories":6175},[157],{"categories":6177},[73],{"categories":6179},[73],{"categories":6181},[135],{"categories":6183},[],{"categories":6185},[157],{"categories":6187},[157],{"categories":6189},[157],{"categories":6191},[],{"categories":6193},[123],{"categories":6195},[73],{"categories":6197},[],{"categories":6199},[113],{"categories":6201},[118],{"categories":6203},[],{"categories":6205},[73],{"categories":6207},[73],{"categories":6209},[],{"categories":6211},[135],{"categories":6213},[],{"categories":6215},[],{"categories":6217},[],{"categories":6219},[],{"categories":6221},[73],{"categories":6223},[157],{"categories":6225},[],{"categories":6227},[],{"categories":6229},[73],{"categories":6231},[73],{"categories":6233},[73],{"categories":6235},[203],{"categories":6237},[73],{"categories":6239},[203],{"categories":6241},[],{"categories":6243},[203],{"categories":6245},[203],{"categories":6247},[267],{"categories":6249},[123],{"categories":6251},[135],{"categories":6253},[],{"categories":6255},[],{"categories":6257},[203],{"categories":6259},[135],{"categories":6261},[135],{"categories":6263},[135],{"categories":6265},[],{"categories":6267},[113],{"categories":6269},[135],{"categories":6271},[135],{"categories":6273},[113],{"categories":6275},[135],{"categories":6277},[118],{"categories":6279},[135],{"categories":6281},[135],{"categories":6283},[135],{"categories":6285},[203],{"categories":6287},[157],{"categories":6289},[157],{"categories":6291},[73],{"categories":6293},[135],{"categories":6295},[203],{"categories":6297},[267],{"categories":6299},[203],{"categories":6301},[203],{"categories":6303},[203],{"categories":6305},[],{"categories":6307},[118],{"categories":6309},[],{"categories":6311},[267],{"categories":6313},[135],{"categories":6315},[135],{"categories":6317},[135],{"categories":6319},[123],{"categories":6321},[157,118],{"categories":6323},[203],{"categories":6325},[],{"categories":6327},[],{"categories":6329},[203],{"categories":6331},[],{"categories":6333},[203],{"categories":6335},[157],{"categories":6337},[123],{"categories":6339},[],{"categories":6341},[135],{"categories":6343},[73],{"categories":6345},[200],{"categories":6347},[],{"categories":6349},[73],{"categories":6351},[],{"categories":6353},[157],{"categories":6355},[113],{"categories":6357},[203],{"categories":6359},[],{"categories":6361},[135],{"categories":6363},[157],[6365,6443,6499,6617],{"id":6366,"title":6367,"ai":6368,"body":6373,"categories":6412,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":6413,"navigation":89,"path":6426,"published_at":6427,"question":74,"scraped_at":6428,"seo":6429,"sitemap":6430,"source_id":6431,"source_name":6432,"source_type":6433,"source_url":6434,"stem":6435,"tags":6436,"thumbnail_url":6438,"tldr":6439,"tweet":6440,"unknown_tags":6441,"__hash__":6442},"summaries\u002Fsummaries\u002F00ca920001176120-the-shift-to-3d-chip-stacking-and-orchestrated-ai-summary.md","The Shift to 3D Chip Stacking and Orchestrated AI Models",{"provider":7,"model":8,"input_tokens":6369,"output_tokens":6370,"processing_time_ms":6371,"cost_usd":6372},8558,743,4190,0.003254,{"type":14,"value":6374,"toc":6406},[6375,6379,6382,6386,6389,6392,6396,6399,6403],[17,6376,6378],{"id":6377},"the-3d-semiconductor-revolution","The 3D Semiconductor Revolution",[22,6380,6381],{},"IBM has announced a major shift in semiconductor manufacturing with its new sub-1nm chip technology. For over 60 years, the industry has relied on 2D scaling (XY-plane lithography). IBM’s new \"nanostack\" architecture introduces vertical (Z-direction) stacking of transistors. By staggering these nano-sheets, IBM can optimize top and bottom devices independently, allowing for better material selection and direct contact with signal and power lines. This design provides 50% better performance or 70% power savings compared to current 2nm chips, while also offering 40% area scaling, which is critical for embedding more memory (SRAM) alongside AI computing units.",[17,6383,6385],{"id":6384},"the-rise-of-multi-model-orchestration","The Rise of Multi-Model Orchestration",[22,6387,6388],{},"The panel discussed the emergence of new models like Sakana’s Fugu and Z.ai’s GLM-5.2, which challenge the dominance of frontier labs. A key insight is that the industry is moving away from the \"single model as the product\" paradigm toward \"orchestration as the product.\" Sakana’s Fugu, for instance, acts as a router that dynamically selects the best model for a specific task.",[22,6390,6391],{},"Panelists noted that while these models post impressive benchmark scores, they are essentially \"assemblages\" of existing frontier capabilities. This approach offers enterprise resilience against model fluctuations but introduces new forms of non-determinism, as the quality of the output depends on the effectiveness of the routing logic rather than a single model's weights. The panel suggests that the real innovation lies in these virtual model endpoints, which could eventually be scaled down to run on commodity hardware like smartphones or laptops.",[17,6393,6395],{"id":6394},"tokenminning-vs-tokenmaxxing","Tokenminning vs. Tokenmaxxing",[22,6397,6398],{},"The conversation highlighted a shift in AI engineering philosophy: moving from \"tokenmaxxing\" (throwing as many tokens as possible at a problem) to \"tokenminning\" (optimizing for efficiency). The panelists argued that the most important metric for AI adoption is not just raw performance, but the ability to achieve high-quality results with a smaller footprint. This efficiency is necessary for enterprise adoption, where security and data privacy constraints often prevent developers from using massive, cloud-hosted frontier models.",[17,6400,6402],{"id":6401},"ai-in-creative-industries","AI in Creative Industries",[22,6404,6405],{},"The panel touched upon the collaboration between Google DeepMind and A24, noting that the integration of AI into entertainment is becoming a standard operational reality. The consensus is that the industry is moving past the \"shock\" phase of AI capabilities and into a phase of integration, where AI tools are used to augment creative workflows rather than just generate content in isolation.",{"title":66,"searchDepth":67,"depth":67,"links":6407},[6408,6409,6410,6411],{"id":6377,"depth":67,"text":6378},{"id":6384,"depth":67,"text":6385},{"id":6394,"depth":67,"text":6395},{"id":6401,"depth":67,"text":6402},[73],{"content_references":6414,"triage":6424},[6415,6418,6420,6422],{"type":6416,"title":6417,"context":83},"tool","Sakana Fugu",{"type":6416,"title":6419,"context":83},"GLM-5.2",{"type":6416,"title":6421,"context":83},"IBM Granite",{"type":80,"title":6423,"context":83},"Malaya Project",{"relevance":85,"novelty":85,"quality":86,"actionability":67,"composite":87,"reasoning":6425},"Category: AI & LLMs. The article discusses advancements in AI model orchestration and semiconductor technology, which are relevant to AI product builders. However, it lacks specific actionable insights or frameworks that the audience can directly apply to their work.","\u002Fsummaries\u002F00ca920001176120-the-shift-to-3d-chip-stacking-and-orchestrated-ai-summary","2026-06-26 10:00:21","2026-06-26 12:56:38",{"title":6367,"description":66},{"loc":6426},"00ca920001176120","IBM Technology","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=d-hJa-yDJmQ","summaries\u002F00ca920001176120-the-shift-to-3d-chip-stacking-and-orchestrated-ai-summary",[101,102,6437,103],"ai-llms","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002Fd-hJa-yDJmQ\u002Fhqdefault.jpg","IBM's breakthrough in sub-1nm chip architecture enables 3D transistor stacking, while the AI industry pivots from single-model supremacy to multi-model orchestration and token-efficient workflows.","This episode of *Mixture of Experts* features a technical interview with IBM’s Huiming Bu regarding their new \"nanostack\" semiconductor architecture, followed by a panel discussion on recent AI model releases, the intersection of AI and film, and the shift toward \"tokenminning.\"",[6437,103],"JqCT2MF7ViZw9mLYSBuQxz8iEGOyv2P0xcJXjmtGyec",{"id":6444,"title":6445,"ai":6446,"body":6452,"categories":6480,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":6481,"navigation":89,"path":6487,"published_at":74,"question":74,"scraped_at":6488,"seo":6489,"sitemap":6490,"source_id":6491,"source_name":6492,"source_type":97,"source_url":6493,"stem":6494,"tags":6495,"thumbnail_url":74,"tldr":6496,"tweet":74,"unknown_tags":6497,"__hash__":6498},"summaries\u002Fsummaries\u002Fb514fad20454b526-score-apis-for-ai-agent-readiness-in-6-dimensions-summary.md","Score APIs for AI Agent Readiness in 6 Dimensions",{"provider":7,"model":6447,"input_tokens":6448,"output_tokens":6449,"processing_time_ms":6450,"cost_usd":6451},"x-ai\u002Fgrok-4.1-fast",3895,1531,15400,0.00103765,{"type":14,"value":6453,"toc":6475},[6454,6458,6461,6465,6468,6472],[17,6455,6457],{"id":6456},"key-pillars-for-agent-ready-openapi-specs","Key Pillars for Agent-Ready OpenAPI Specs",[22,6459,6460],{},"AI systems and agents demand APIs that are not just functional but semantically rich, secure, and discoverable. Jentic's scorecard grades your OpenAPI file across six dimensions, exposing risks like poor context for LLMs or orchestration hazards that cause agent failures. Foundational Compliance checks structural validity, standards adherence (e.g., OpenAPI 3.x), and parseability by tools—failing here blocks everything else. Developer Experience & Jentic Compatibility evaluates documentation clarity, example coverage, and tooling integration, ensuring humans and machines can use it without friction. These basics prevent 80% of integration headaches by making APIs parseable and intuitive from upload.",[17,6462,6464],{"id":6463},"ai-and-agent-specific-ergonomics","AI and Agent-Specific Ergonomics",[22,6466,6467],{},"For LLMs and agents, raw endpoints aren't enough—APIs must convey intent, constraints, and behaviors explicitly. AI-Readiness & Agent Experience scores how well descriptions provide context for models to infer usage, reducing hallucinations in function calling. Agent Usability measures orchestration safety (e.g., avoiding infinite loops or unsafe chaining) and ergonomics like parameter validation. AI Discoverability assesses metadata for easy indexing by AI crawlers, such as semantic tags or server details. Strong scores here enable reliable agent workflows: agents plan multi-step calls confidently without exposing users to risks like data leaks.",[17,6469,6471],{"id":6470},"security-and-improvement-roadmap","Security and Improvement Roadmap",[22,6473,6474],{},"Security & Governance flags trust gaps, like missing auth scopes, rate limits, or PII exposures—critical since agents amplify risks by automating calls at scale. The tool outputs a holistic grade, prioritized fixes, and expert support via demo booking. Trade-off: it's Jentic-focused for some compatibility checks, but the dimensions apply universally to any agentic AI pipeline. Builders shipping AI products get instant feedback to iterate from 'human-only' APIs to production-grade agent foundations, avoiding costly rewrites post-deployment.",{"title":66,"searchDepth":67,"depth":67,"links":6476},[6477,6478,6479],{"id":6456,"depth":67,"text":6457},{"id":6463,"depth":67,"text":6464},{"id":6470,"depth":67,"text":6471},[73],{"content_references":6482,"triage":6483},[],{"relevance":6484,"novelty":86,"quality":86,"actionability":6484,"composite":6485,"reasoning":6486},5,4.55,"Category: AI & LLMs. The article provides a detailed framework for evaluating APIs specifically for AI agents, addressing a core pain point for builders who need to ensure their APIs are ready for AI integration. It offers actionable insights on how to improve API specifications to enhance usability and security, making it immediately applicable for developers and founders.","\u002Fsummaries\u002Fb514fad20454b526-score-apis-for-ai-agent-readiness-in-6-dimensions-summary","2026-04-15 15:28:14",{"title":6445,"description":66},{"loc":6487},"b514fad20454b526","__oneoff__","http:\u002F\u002Fjentic.com\u002Fscorecard","summaries\u002Fb514fad20454b526-score-apis-for-ai-agent-readiness-in-6-dimensions-summary",[101,102],"Jentic's free scorecard analyzes OpenAPI specs (JSON\u002FYAML, ≤70MB) across foundational compliance, developer experience, AI-readiness, agent usability, security\u002Fgovernance, and discoverability to reveal gaps and roadmaps for agent-safe APIs.",[],"tYJ_lxcVlMskl_6XhauRknQ7wNkf4j82dtNpLZ7-QuA",{"id":6500,"title":6501,"ai":6502,"body":6507,"categories":6593,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":6594,"navigation":89,"path":6604,"published_at":6605,"question":74,"scraped_at":6606,"seo":6607,"sitemap":6608,"source_id":6609,"source_name":6610,"source_type":97,"source_url":6611,"stem":6612,"tags":6613,"thumbnail_url":74,"tldr":6614,"tweet":74,"unknown_tags":6615,"__hash__":6616},"summaries\u002Fsummaries\u002F350b7001f3e8ead7-wake-words-fix-voice-ai-activation-ux-summary.md","Wake Words Fix Voice AI Activation UX",{"provider":7,"model":6447,"input_tokens":6503,"output_tokens":6504,"processing_time_ms":6505,"cost_usd":6506},3923,1684,13150,0.00111975,{"type":14,"value":6508,"toc":6588},[6509,6513,6521,6525,6528,6574,6577,6581,6584],[17,6510,6512],{"id":6511},"replace-vad-and-buttons-with-precise-wake-words","Replace VAD and Buttons with Precise Wake Words",[22,6514,6515,6516,6520],{},"Voice AI agents fail at activation because VAD (like Silero or WebRTC) triggers on any speech—eager false positives from TV noise or chatter—and buttons undermine hands-free ambient AI. Wake words solve this by listening continuously but activating only on your custom phrase, delivering the always-on UX Siri promised when Steve Jobs bought it for $200M in 2010. Open-source ",[6517,6518,6519],"code",{},"livekit-wakeword"," from LiveKit makes this practical: train a model on your phrase from a single YAML config, achieving 100x fewer false positives than prior open-source options.",[17,6522,6524],{"id":6523},"wire-wake-words-into-agents-in-an-afternoon","Wire Wake Words into Agents in an Afternoon",[22,6526,6527],{},"Start with LiveKit’s voice agent stack. The architecture streams audio through the wakeword detector running on-device or edge. On match, it hands off to your LLM agent. Config example:",[6529,6530,6534],"pre",{"className":6531,"code":6532,"language":6533,"meta":66,"style":66},"language-yaml shiki shiki-themes github-light github-dark","model: porcupine\nwakeword: \"your-agent\"\nthreshold: 0.5\n","yaml",[6517,6535,6536,6553,6563],{"__ignoreMap":66},[6537,6538,6541,6545,6549],"span",{"class":6539,"line":6540},"line",1,[6537,6542,6544],{"class":6543},"s9eBZ","model",[6537,6546,6548],{"class":6547},"sVt8B",": ",[6537,6550,6552],{"class":6551},"sZZnC","porcupine\n",[6537,6554,6555,6558,6560],{"class":6539,"line":67},[6537,6556,6557],{"class":6543},"wakeword",[6537,6559,6548],{"class":6547},[6537,6561,6562],{"class":6551},"\"your-agent\"\n",[6537,6564,6565,6568,6570],{"class":6539,"line":85},[6537,6566,6567],{"class":6543},"threshold",[6537,6569,6548],{"class":6547},[6537,6571,6573],{"class":6572},"sj4cs","0.5\n",[22,6575,6576],{},"This low-latency setup (under 200ms) avoids cloud roundtrips for detection. Trade-off: initial training takes minutes on CPU, but runs inference at 10ms\u002Fframe. Integrates via LiveKit SDKs for JS\u002FPython, no PhD in audio ML needed—beats proprietary lock-in from Alexa\u002FSiri.",[17,6578,6580],{"id":6579},"user-impact-40-happier-production-ready","User Impact: 40% Happier, Production-Ready",[22,6582,6583],{},"Adding wake words turned frustrating activations into seamless UX, with 40% more users reporting high satisfaction. It unlocks ambient computing: agents wake contextually without interrupting flow. For production, monitor false accept\u002Freject rates (aim \u003C0.1% FA); fine-tune threshold per environment. This isn't hype—it's the missing layer shipping hands-free AI today.",[6585,6586,6587],"style",{},"html pre.shiki code .s9eBZ, html code.shiki .s9eBZ{--shiki-default:#22863A;--shiki-dark:#85E89D}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":66,"searchDepth":67,"depth":67,"links":6589},[6590,6591,6592],{"id":6511,"depth":67,"text":6512},{"id":6523,"depth":67,"text":6524},{"id":6579,"depth":67,"text":6580},[],{"content_references":6595,"triage":6602},[6596,6598,6600],{"type":6416,"title":6519,"context":6597},"recommended",{"type":6416,"title":6599,"context":83},"Silero VAD",{"type":6416,"title":6601,"context":83},"WebRTC VAD",{"relevance":6484,"novelty":86,"quality":86,"actionability":6484,"composite":6485,"reasoning":6603},"Category: AI & LLMs. The article provides a practical solution for improving voice AI activation through custom wake words, addressing a specific pain point of false positives in voice activation. It includes actionable steps for integration and configuration, making it highly relevant for developers looking to enhance user experience in AI products.","\u002Fsummaries\u002F350b7001f3e8ead7-wake-words-fix-voice-ai-activation-ux-summary","2026-04-18 23:01:01","2026-04-19 01:22:15",{"title":6501,"description":66},{"loc":6604},"350b7001f3e8ead7","Towards AI","https:\u002F\u002Fpub.towardsai.net\u002Fthese-are-the-missing-ux-layer-for-your-advanced-voice-ai-agents-ae4d95372d6a?source=rss----98111c9905da---4","summaries\u002F350b7001f3e8ead7-wake-words-fix-voice-ai-activation-ux-summary",[102,101],"Ditch VAD or buttons for LiveKit’s open-source wakeword library: train custom wake words from YAML, slash false positives 100x, integrate into voice agents fast, and make 40% more users happy.",[],"Luc9f0YixZGdld0wEm75AA08QThcC3wPcerMPNtelMQ",{"id":6618,"title":6619,"ai":6620,"body":6625,"categories":6645,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":6646,"navigation":89,"path":6647,"published_at":6648,"question":74,"scraped_at":74,"seo":6649,"sitemap":6650,"source_id":6651,"source_name":6652,"source_type":97,"source_url":6653,"stem":6654,"tags":6655,"thumbnail_url":74,"tldr":6656,"tweet":74,"unknown_tags":6657,"__hash__":6658},"summaries\u002Fsummaries\u002Fteaser-promises-7-agentic-browser-secrets-for-prod-summary.md","Teaser Promises 7 Agentic Browser Secrets for Productivity",{"provider":7,"model":6447,"input_tokens":6621,"output_tokens":6622,"processing_time_ms":6623,"cost_usd":6624},3412,1068,11739,0.0011939,{"type":14,"value":6626,"toc":6641},[6627,6631,6634,6638],[17,6628,6630],{"id":6629},"content-limited-to-hype-teaser","Content Limited to Hype Teaser",[22,6632,6633],{},"This extraction from an RSS feed contains only a title—'7 Hidden Agentic Browser Secrets: Future-Proof Your Workflow by 2026'—and a brief teaser: 'Unmasking the AI Tools Everyone’s Ignoring to 10X Your Productivity.' It links to a full Medium article but includes no extracted body, examples, tools, or actionable advice. No specific agentic browser techniques, workflows, or evidence are shared.",[17,6635,6637],{"id":6636},"lacks-practical-value-for-builders","Lacks Practical Value for Builders",[22,6639,6640],{},"Without the article's substance, readers learn nothing concrete about AI agents in browsers, productivity gains, or 2026 trends. Frontmatter tags like 'web-browsing' and 'productivity' suggest a focus on AI-enhanced browsing automation, but hype terms like '10X' and 'hidden secrets' dominate without backing. For actual workflows, seek full content or proven tools like browser extensions with LLM integrations (e.g., via function calling for web tasks). This thin post exemplifies low-value clickbait over builder-focused insights.",{"title":66,"searchDepth":67,"depth":67,"links":6642},[6643,6644],{"id":6629,"depth":67,"text":6630},{"id":6636,"depth":67,"text":6637},[123],{},"\u002Fsummaries\u002Fteaser-promises-7-agentic-browser-secrets-for-prod-summary","2026-04-08 21:21:19",{"title":6619,"description":66},{"loc":6647},"3a46e1bb835e1e20","AI Simplified in Plain English","https:\u002F\u002Funknown","summaries\u002Fteaser-promises-7-agentic-browser-secrets-for-prod-summary",[102,101],"Medium teaser hypes 'hidden' AI browser tools to 10x productivity and future-proof workflows by 2026, but provides no details or techniques.",[],"w4tSTREWYUavZxjHh2ucOnV6f3KfB_sZZC28n9oCAv0"]