[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-20dc69a9ad3e382a-centari-expands-deal-reasoning-engine-with-amendme-summary":3,"summaries-facets-categories":86,"summary-related-20dc69a9ad3e382a-centari-expands-deal-reasoning-engine-with-amendme-summary":5590},{"id":4,"title":5,"ai":6,"body":13,"categories":46,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":51,"navigation":67,"path":68,"published_at":69,"question":48,"scraped_at":70,"seo":71,"sitemap":72,"source_id":73,"source_name":74,"source_type":75,"source_url":76,"stem":77,"tags":78,"thumbnail_url":48,"tldr":83,"tweet":48,"unknown_tags":84,"__hash__":85},"summaries\u002Fsummaries\u002F20dc69a9ad3e382a-centari-expands-deal-reasoning-engine-with-amendme-summary.md","Centari Expands Deal Reasoning Engine with Amendment and Map Features",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",4053,541,2694,0.00182475,{"type":14,"value":15,"toc":39},"minimark",[16,21,25,29,32,36],[17,18,20],"h2",{"id":19},"moving-beyond-document-level-analysis","Moving Beyond Document-Level Analysis",[22,23,24],"p",{},"Most legal AI tools currently treat documents as static text, failing to account for the dynamic, interconnected nature of transactional law. Centari’s \"Deal Reasoning Engine\" is designed to address this by modeling a transaction as a system rather than a collection of isolated files. By focusing on the data layer, the platform aims to help firms transform unstructured closing sets into structured, trustworthy data assets that can be utilized across a firm's broader AI ecosystem.",[17,26,28],{"id":27},"conceptual-tracking-via-amendment-awareness","Conceptual Tracking via Amendment Awareness",[22,30,31],{},"Unlike traditional redlining tools that highlight textual changes, \"Amendment Awareness\" focuses on the evolution of meaning within a deal. When an amendment is uploaded, the system identifies how the new document alters the operative terms of the transaction. This allows the platform to maintain a current, accurate view of the deal's status—such as shifting rights in amended purchase agreements or limited partnership agreements—rather than relying on the original, superseded language. This capability is specifically targeted at matters that evolve over time, including credit facilities and complex fund governance structures.",[17,33,35],{"id":34},"visualizing-relational-complexity-with-deal-maps","Visualizing Relational Complexity with Deal Maps",[22,37,38],{},"\"Deal Maps\" automates the reconstruction of document relationships, a task historically performed manually by attorneys through closing checklists or mental mapping. The feature generates a visual graph showing how documents interact—specifically identifying where one agreement modifies, satisfies, replaces, or supersedes another. By automating this visualization, the tool provides immediate clarity on the hierarchy and dependencies within a closing set, mirroring the utility of traditional fund-flow diagrams but applied to the underlying legal documentation.",{"title":40,"searchDepth":41,"depth":41,"links":42},"",2,[43,44,45],{"id":19,"depth":41,"text":20},{"id":27,"depth":41,"text":28},{"id":34,"depth":41,"text":35},[47],"Legal AI Tools",null,"md",false,{"content_references":52,"triage":62},[53,58,60],{"type":54,"title":55,"url":56,"context":57},"tool","Centari","https:\u002F\u002Fwww.centari.com\u002F","mentioned",{"type":54,"title":59,"context":57},"Harvey",{"type":54,"title":61,"context":57},"Legora",{"relevance":63,"novelty":64,"quality":64,"actionability":64,"composite":65,"reasoning":66},5,4,4.35,"Category: Legal AI Tools. The article discusses Centari's new features that enhance contract review through multi-document analysis, addressing a key pain point for legal practitioners regarding the complexity of transactional law. It provides specific details about how 'Amendment Awareness' and 'Deal Maps' improve the understanding of document relationships, making it actionable for firms looking to adopt advanced AI tools.",true,"\u002Fsummaries\u002F20dc69a9ad3e382a-centari-expands-deal-reasoning-engine-with-amendme-summary","2026-06-23 12:28:32","2026-06-29 14:52:29",{"title":5,"description":40},{"loc":68},"20dc69a9ad3e382a","LawSites \u002F LawNext (Bob Ambrogi)","article","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F06\u002Fdeal-intelligence-platform-centari-adds-amendment-awareness-and-deal-maps-features-that-deepen-its-multi-document-analysis.html","summaries\u002F20dc69a9ad3e382a-centari-expands-deal-reasoning-engine-with-amendme-summary",[79,80,81,82],"legal-tech","contract-review","knowledge-management","ai-review","Centari has introduced 'Amendment Awareness' and 'Deal Maps' to shift legal AI from single-document text analysis to multi-document relational reasoning, allowing firms to build structured, reliable data assets from complex transaction sets.",[],"DumUb0keFVZZds27b3NZA9knkt_wzNduwQJA0HCzqcI",[87,90,93,96,99,102,104,106,109,111,113,115,117,120,122,124,126,128,131,133,135,137,139,141,143,145,147,149,151,153,155,157,159,161,163,166,169,171,173,175,177,179,181,183,185,187,189,192,194,196,198,200,202,204,206,208,210,212,214,216,218,220,223,225,227,229,231,233,235,237,239,241,243,245,248,250,252,254,256,258,260,262,264,266,268,270,272,274,276,278,280,282,284,286,288,290,292,294,296,298,300,302,304,307,309,311,313,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,350,352,354,356,358,360,362,364,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,397,399,401,403,405,407,409,411,414,416,418,421,423,425,427,429,431,433,435,437,439,441,443,445,447,450,452,454,456,458,460,462,464,466,469,471,473,475,477,479,481,483,485,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,706,708,710,712,715,717,719,721,723,725,727,729,731,733,736,738,740,742,744,746,748,750,752,754,756,758,760,762,764,766,768,770,772,774,776,778,780,782,784,786,788,790,792,794,796,798,800,802,804,806,808,810,812,814,816,818,820,822,824,826,828,830,832,834,836,838,840,842,844,846,848,850,852,854,856,858,860,862,864,866,868,870,872,874,876,878,880,882,884,886,888,890,892,894,896,898,900,902,904,906,908,910,912,914,916,918,920,922,924,926,928,930,932,934,936,938,940,942,944,946,948,950,952,954,956,958,960,962,964,966,968,970,972,974,976,978,980,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1138,1140,1142,1144,1146,1148,1150,1152,1154,1156,1158,1160,1162,1164,1166,1168,1170,1172,1174,1176,1178,1180,1182,1184,1186,1188,1190,1192,1194,1196,1198,1200,1202,1204,1206,1208,1210,1212,1214,1216,1218,1220,1222,1224,1226,1228,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1370,1372,1374,1376,1378,1380,1382,1384,1386,1388,1390,1392,1394,1396,1398,1400,1402,1404,1406,1408,1410,1412,1414,1416,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1762,1764,1766,1768,1770,1772,1774,1776,1778,1780,1782,1784,1786,1788,1790,1792,1794,1796,1798,1800,1802,1804,1806,1808,1810,1812,1814,1816,1818,1820,1822,1824,1826,1828,1830,1832,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1930,1932,1934,1936,1938,1940,1942,1944,1946,1948,1950,1952,1954,1956,1958,1960,1962,1964,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2482,2484,2486,2488,2490,2492,2494,2496,2498,2500,2502,2504,2506,2508,2510,2512,2514,2516,2518,2520,2522,2524,2526,2528,2530,2532,2534,2536,2538,2540,2542,2544,2546,2548,2550,2552,2554,2556,2558,2560,2562,2564,2566,2568,2570,2572,2574,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3600,3602,3604,3606,3608,3610,3612,3614,3616,3618,3620,3622,3624,3626,3628,3630,3632,3634,3636,3638,3640,3642,3644,3646,3648,3650,3652,3654,3656,3658,3660,3662,3664,3666,3668,3670,3672,3674,3676,3678,3680,3682,3684,3686,3688,3690,3692,3694,3696,3698,3700,3702,3704,3706,3708,3710,3712,3714,3716,3718,3720,3722,3724,3726,3728,3730,3732,3734,3736,3738,3740,3742,3744,3746,3748,3750,3752,3754,3756,3758,3760,3762,3764,3766,3768,3770,3772,3774,3776,3778,3780,3782,3784,3786,3788,3790,3792,3794,3796,3798,3800,3802,3804,3806,3808,3810,3812,3814,3816,3818,3820,3822,3824,3826,3828,3830,3832,3834,3836,3838,3840,3842,3844,3846,3848,3850,3852,3854,3856,3858,3860,3862,3864,3866,3868,3870,3872,3874,3876,3878,3880,3882,3884,3886,3888,3890,3892,3894,3896,3898,3900,3902,3904,3906,3908,3910,3912,3914,3916,3918,3920,3922,3924,3926,3928,3930,3932,3934,3936,3938,3940,3942,3944,3946,3948,3950,3952,3954,3956,3958,3960,3962,3964,3966,3968,3970,3972,3974,3976,3978,3980,3982,3984,3986,3988,3990,3992,3994,3996,3998,4000,4002,4004,4006,4008,4010,4012,4014,4016,4018,4020,4022,4024,4026,4028,4030,4032,4034,4036,4038,4040,4042,4044,4046,4048,4050,4052,4054,4056,4058,4060,4062,4064,4066,4068,4070,4072,4074,4076,4078,4080,4082,4084,4086,4088,4090,4092,4094,4096,4098,4100,4102,4104,4106,4108,4110,4112,4114,4116,4118,4120,4122,4124,4126,4128,4130,4132,4134,4136,4138,4140,4142,4144,4146,4148,4150,4152,4154,4156,4158,4160,4162,4164,4166,4168,4170,4172,4174,4176,4178,4180,4182,4184,4186,4188,4190,4192,4194,4196,4198,4200,4202,4204,4206,4208,4210,4212,4214,4216,4218,4220,4222,4224,4226,4228,4230,4232,4234,4236,4238,4240,4242,4244,4246,4248,4250,4252,4254,4256,4258,4260,4262,4264,4266,4268,4270,4272,4274,4276,4278,4280,4282,4284,4286,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4452,4454,4456,4458,4460,4462,4464,4466,4468,4470,4472,4474,4476,4478,4480,4482,4484,4486,4488,4490,4492,4494,4496,4498,4500,4502,4504,4506,4508,4510,4512,4514,4516,4518,4520,4522,4524,4526,4528,4530,4532,4534,4536,4538,4540,4542,4544,4546,4548,4550,4552,4554,4556,4558,4560,4562,4564,4566,4568,4570,4572,4574,4576,4578,4580,4582,4584,4586,4588,4590,4592,4594,4596,4598,4600,4602,4604,4606,4608,4610,4612,4614,4616,4618,4620,4622,4624,4626,4628,4630,4632,4634,4636,4638,4640,4642,4644,4646,4648,4650,4652,4654,4656,4658,4660,4662,4664,4666,4668,4670,4672,4674,4676,4678,4680,4682,4684,4686,4688,4690,4692,4694,4696,4698,4700,4702,4704,4706,4708,4710,4712,4714,4716,4718,4720,4722,4724,4726,4728,4730,4732,4734,4736,4738,4740,4742,4744,4746,4748,4750,4752,4754,4756,4758,4760,4762,4764,4766,4768,4770,4772,4774,4776,4778,4780,4782,4784,4786,4788,4790,4792,4794,4796,4798,4800,4802,4804,4806,4808,4810,4812,4814,4816,4818,4820,4822,4824,4826,4828,4830,4832,4834,4836,4838,4840,4842,4844,4846,4848,4850,4852,4854,4856,4858,4860,4862,4864,4866,4868,4870,4872,4874,4876,4878,4880,4882,4884,4886,4888,4890,4892,4894,4896,4898,4900,4902,4904,4906,4908,4910,4912,4914,4916,4918,4920,4922,4924,4926,4928,4930,4932,4934,4936,4938,4940,4942,4944,4946,4948,4950,4952,4954,4956,4958,4960,4962,4964,4966,4968,4970,4972,4974,4976,4978,4980,4982,4984,4986,4988,4990,4992,4994,4996,4998,5000,5002,5004,5006,5008,5010,5012,5014,5016,5018,5020,5022,5024,5026,5028,5030,5032,5034,5036,5038,5040,5042,5044,5046,5048,5050,5052,5054,5056,5058,5060,5062,5064,5066,5068,5070,5072,5074,5076,5078,5080,5082,5084,5086,5088,5090,5092,5094,5096,5098,5100,5102,5104,5106,5108,5110,5112,5114,5116,5118,5120,5122,5124,5126,5128,5130,5132,5134,5136,5138,5140,5142,5144,5146,5148,5150,5152,5154,5156,5158,5160,5162,5164,5166,5168,5170,5172,5174,5176,5178,5180,5182,5184,5186,5188,5190,5192,5194,5196,5198,5200,5202,5204,5206,5208,5210,5212,5214,5216,5218,5220,5222,5224,5226,5228,5230,5232,5234,5236,5238,5240,5242,5244,5246,5248,5250,5252,5254,5256,5258,5260,5262,5264,5266,5268,5270,5272,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302,5304,5306,5308,5310,5312,5314,5316,5318,5320,5322,5324,5326,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346,5348,5350,5352,5354,5356,5358,5360,5362,5364,5366,5368,5370,5372,5374,5376,5378,5380,5382,5384,5386,5388,5390,5392,5394,5396,5398,5400,5402,5404,5406,5408,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5454,5456,5458,5460,5462,5464,5466,5468,5470,5472,5474,5476,5478,5480,5482,5484,5486,5488,5490,5492,5494,5496,5498,5500,5502,5504,5506,5508,5510,5512,5514,5516,5518,5520,5522,5524,5526,5528,5530,5532,5534,5536,5538,5540,5542,5544,5546,5548,5550,5552,5554,5556,5558,5560,5562,5564,5566,5568,5570,5572,5574,5576,5578,5580,5582,5584,5586,5588],{"categories":88},[89],"Developer Productivity",{"categories":91},[92],"Business & SaaS",{"categories":94},[95],"AI & LLMs",{"categories":97},[98],"AI Automation",{"categories":100},[101],"Product Strategy",{"categories":103},[95],{"categories":105},[89],{"categories":107},[108],"Software Engineering",{"categories":110},[95],{"categories":112},[92],{"categories":114},[],{"categories":116},[95],{"categories":118},[119],"Inference & Serving",{"categories":121},[95],{"categories":123},[95],{"categories":125},[98],{"categories":127},[],{"categories":129},[130],"AI News & Trends",{"categories":132},[98],{"categories":134},[95],{"categories":136},[92],{"categories":138},[98],{"categories":140},[130],{"categories":142},[98],{"categories":144},[98],{"categories":146},[95],{"categories":148},[98],{"categories":150},[95],{"categories":152},[95],{"categories":154},[95],{"categories":156},[130],{"categories":158},[95],{"categories":160},[95],{"categories":162},[],{"categories":164},[165],"Design & Frontend",{"categories":167},[168],"Data Science & Visualization",{"categories":170},[130],{"categories":172},[95],{"categories":174},[95],{"categories":176},[],{"categories":178},[95],{"categories":180},[98],{"categories":182},[108],{"categories":184},[95],{"categories":186},[98],{"categories":188},[95],{"categories":190},[191],"Marketing & Growth",{"categories":193},[165],{"categories":195},[95],{"categories":197},[98],{"categories":199},[95],{"categories":201},[],{"categories":203},[],{"categories":205},[165],{"categories":207},[95],{"categories":209},[98],{"categories":211},[89],{"categories":213},[108],{"categories":215},[165],{"categories":217},[95],{"categories":219},[108],{"categories":221},[222],"DevOps & Cloud",{"categories":224},[98],{"categories":226},[101],{"categories":228},[130],{"categories":230},[95],{"categories":232},[],{"categories":234},[95],{"categories":236},[],{"categories":238},[98],{"categories":240},[108],{"categories":242},[],{"categories":244},[108],{"categories":246},[247],"Governance & Standards",{"categories":249},[92],{"categories":251},[],{"categories":253},[],{"categories":255},[95],{"categories":257},[95],{"categories":259},[98],{"categories":261},[95],{"categories":263},[95],{"categories":265},[98],{"categories":267},[95],{"categories":269},[95],{"categories":271},[95],{"categories":273},[],{"categories":275},[108],{"categories":277},[],{"categories":279},[],{"categories":281},[108],{"categories":283},[],{"categories":285},[108],{"categories":287},[95],{"categories":289},[95],{"categories":291},[191],{"categories":293},[95],{"categories":295},[165],{"categories":297},[165],{"categories":299},[95],{"categories":301},[108],{"categories":303},[98],{"categories":305},[306],"GovTech & Public-Sector Adoption",{"categories":308},[108],{"categories":310},[95],{"categories":312},[95],{"categories":314},[98],{"categories":316},[98],{"categories":318},[168],{"categories":320},[130],{"categories":322},[98],{"categories":324},[47],{"categories":326},[98],{"categories":328},[191],{"categories":330},[98],{"categories":332},[101],{"categories":334},[108],{"categories":336},[306],{"categories":338},[],{"categories":340},[98],{"categories":342},[],{"categories":344},[98],{"categories":346},[98],{"categories":348},[349],"RAG & Retrieval",{"categories":351},[92],{"categories":353},[95],{"categories":355},[108],{"categories":357},[222],{"categories":359},[165],{"categories":361},[95],{"categories":363},[],{"categories":365},[366],"Agents & Orchestration",{"categories":368},[108],{"categories":370},[95],{"categories":372},[],{"categories":374},[98],{"categories":376},[],{"categories":378},[95],{"categories":380},[],{"categories":382},[89],{"categories":384},[108],{"categories":386},[92],{"categories":388},[95],{"categories":390},[95],{"categories":392},[130],{"categories":394},[95],{"categories":396},[],{"categories":398},[95],{"categories":400},[],{"categories":402},[108],{"categories":404},[168],{"categories":406},[],{"categories":408},[95],{"categories":410},[165],{"categories":412},[413],"Models & Frontier Labs",{"categories":415},[],{"categories":417},[165],{"categories":419},[420],"Regulation & Governance of AI",{"categories":422},[98],{"categories":424},[],{"categories":426},[95],{"categories":428},[95],{"categories":430},[98],{"categories":432},[130],{"categories":434},[92],{"categories":436},[95],{"categories":438},[],{"categories":440},[108],{"categories":442},[98],{"categories":444},[95],{"categories":446},[101],{"categories":448},[449],"AI Policy & Regulation",{"categories":451},[],{"categories":453},[95],{"categories":455},[101],{"categories":457},[98],{"categories":459},[95],{"categories":461},[98],{"categories":463},[],{"categories":465},[168],{"categories":467},[468],"Evals & Reliability",{"categories":470},[95],{"categories":472},[],{"categories":474},[89],{"categories":476},[306],{"categories":478},[449],{"categories":480},[95],{"categories":482},[92],{"categories":484},[95],{"categories":486},[98],{"categories":488},[95],{"categories":490},[98],{"categories":492},[366],{"categories":494},[95],{"categories":496},[108],{"categories":498},[95],{"categories":500},[],{"categories":502},[],{"categories":504},[95],{"categories":506},[306],{"categories":508},[95],{"categories":510},[95],{"categories":512},[],{"categories":514},[165],{"categories":516},[],{"categories":518},[95],{"categories":520},[],{"categories":522},[98],{"categories":524},[95],{"categories":526},[165],{"categories":528},[],{"categories":530},[95],{"categories":532},[98],{"categories":534},[95],{"categories":536},[92],{"categories":538},[98],{"categories":540},[95],{"categories":542},[95],{"categories":544},[108],{"categories":546},[165],{"categories":548},[98],{"categories":550},[],{"categories":552},[108],{"categories":554},[98],{"categories":556},[],{"categories":558},[130],{"categories":560},[],{"categories":562},[95],{"categories":564},[95],{"categories":566},[92,191],{"categories":568},[],{"categories":570},[95],{"categories":572},[95],{"categories":574},[98],{"categories":576},[],{"categories":578},[],{"categories":580},[95],{"categories":582},[165],{"categories":584},[95],{"categories":586},[],{"categories":588},[95],{"categories":590},[222],{"categories":592},[],{"categories":594},[98],{"categories":596},[130],{"categories":598},[95],{"categories":600},[165],{"categories":602},[],{"categories":604},[130],{"categories":606},[95],{"categories":608},[119],{"categories":610},[95],{"categories":612},[98],{"categories":614},[130],{"categories":616},[413],{"categories":618},[95],{"categories":620},[191],{"categories":622},[],{"categories":624},[98],{"categories":626},[92],{"categories":628},[108],{"categories":630},[95],{"categories":632},[98],{"categories":634},[],{"categories":636},[95,222],{"categories":638},[95],{"categories":640},[95],{"categories":642},[95],{"categories":644},[98],{"categories":646},[95,108],{"categories":648},[168],{"categories":650},[95],{"categories":652},[95],{"categories":654},[108],{"categories":656},[98],{"categories":658},[449],{"categories":660},[191],{"categories":662},[98],{"categories":664},[95],{"categories":666},[95],{"categories":668},[98],{"categories":670},[],{"categories":672},[366],{"categories":674},[98],{"categories":676},[95],{"categories":678},[95,92],{"categories":680},[92],{"categories":682},[],{"categories":684},[165],{"categories":686},[165],{"categories":688},[95],{"categories":690},[],{"categories":692},[],{"categories":694},[130],{"categories":696},[],{"categories":698},[89],{"categories":700},[95],{"categories":702},[108],{"categories":704},[705],"Generative UI & Design-to-Code",{"categories":707},[95],{"categories":709},[165],{"categories":711},[95],{"categories":713},[714],"Algorithmic Accountability",{"categories":716},[98],{"categories":718},[108],{"categories":720},[130],{"categories":722},[165],{"categories":724},[],{"categories":726},[95],{"categories":728},[95],{"categories":730},[95],{"categories":732},[98],{"categories":734},[735],"MLOps & Infrastructure",{"categories":737},[95],{"categories":739},[95],{"categories":741},[95],{"categories":743},[95],{"categories":745},[130],{"categories":747},[89],{"categories":749},[95],{"categories":751},[98],{"categories":753},[222],{"categories":755},[95],{"categories":757},[165],{"categories":759},[95],{"categories":761},[98],{"categories":763},[],{"categories":765},[],{"categories":767},[119],{"categories":769},[165],{"categories":771},[130],{"categories":773},[168],{"categories":775},[],{"categories":777},[95],{"categories":779},[95],{"categories":781},[92],{"categories":783},[95],{"categories":785},[95],{"categories":787},[95],{"categories":789},[130],{"categories":791},[119],{"categories":793},[95],{"categories":795},[165],{"categories":797},[],{"categories":799},[98],{"categories":801},[108],{"categories":803},[],{"categories":805},[95],{"categories":807},[95],{"categories":809},[98],{"categories":811},[108],{"categories":813},[95],{"categories":815},[168],{"categories":817},[],{"categories":819},[95],{"categories":821},[],{"categories":823},[95],{"categories":825},[],{"categories":827},[101],{"categories":829},[92],{"categories":831},[98],{"categories":833},[98],{"categories":835},[],{"categories":837},[89],{"categories":839},[95],{"categories":841},[92],{"categories":843},[130],{"categories":845},[89],{"categories":847},[],{"categories":849},[95],{"categories":851},[],{"categories":853},[],{"categories":855},[130],{"categories":857},[130],{"categories":859},[],{"categories":861},[366],{"categories":863},[95],{"categories":865},[165],{"categories":867},[108],{"categories":869},[],{"categories":871},[47],{"categories":873},[92],{"categories":875},[],{"categories":877},[],{"categories":879},[89],{"categories":881},[168],{"categories":883},[],{"categories":885},[191],{"categories":887},[98],{"categories":889},[92],{"categories":891},[98],{"categories":893},[92],{"categories":895},[108],{"categories":897},[],{"categories":899},[119],{"categories":901},[101],{"categories":903},[95],{"categories":905},[165],{"categories":907},[108],{"categories":909},[92],{"categories":911},[95],{"categories":913},[98],{"categories":915},[92],{"categories":917},[95],{"categories":919},[],{"categories":921},[],{"categories":923},[108],{"categories":925},[168],{"categories":927},[101],{"categories":929},[95],{"categories":931},[98],{"categories":933},[95],{"categories":935},[],{"categories":937},[130],{"categories":939},[101],{"categories":941},[95],{"categories":943},[468],{"categories":945},[222],{"categories":947},[],{"categories":949},[98],{"categories":951},[],{"categories":953},[89],{"categories":955},[],{"categories":957},[95],{"categories":959},[95],{"categories":961},[165],{"categories":963},[191],{"categories":965},[108],{"categories":967},[98],{"categories":969},[],{"categories":971},[108],{"categories":973},[89],{"categories":975},[],{"categories":977},[130],{"categories":979},[95,222],{"categories":981},[982],"Design Systems for AI",{"categories":984},[95],{"categories":986},[130],{"categories":988},[95],{"categories":990},[95],{"categories":992},[92],{"categories":994},[95],{"categories":996},[],{"categories":998},[95],{"categories":1000},[92],{"categories":1002},[95],{"categories":1004},[],{"categories":1006},[98],{"categories":1008},[108],{"categories":1010},[108],{"categories":1012},[165],{"categories":1014},[130],{"categories":1016},[168],{"categories":1018},[95],{"categories":1020},[89],{"categories":1022},[449],{"categories":1024},[95],{"categories":1026},[98],{"categories":1028},[95],{"categories":1030},[108],{"categories":1032},[108],{"categories":1034},[],{"categories":1036},[],{"categories":1038},[98],{"categories":1040},[101],{"categories":1042},[],{"categories":1044},[95],{"categories":1046},[],{"categories":1048},[165],{"categories":1050},[98],{"categories":1052},[108],{"categories":1054},[165],{"categories":1056},[95],{"categories":1058},[165],{"categories":1060},[],{"categories":1062},[],{"categories":1064},[130],{"categories":1066},[98],{"categories":1068},[98],{"categories":1070},[95],{"categories":1072},[95],{"categories":1074},[95],{"categories":1076},[92],{"categories":1078},[95],{"categories":1080},[95],{"categories":1082},[],{"categories":1084},[108],{"categories":1086},[108],{"categories":1088},[95],{"categories":1090},[108],{"categories":1092},[92],{"categories":1094},[],{"categories":1096},[95],{"categories":1098},[95],{"categories":1100},[95],{"categories":1102},[98],{"categories":1104},[89],{"categories":1106},[92],{"categories":1108},[130],{"categories":1110},[98],{"categories":1112},[119],{"categories":1114},[191],{"categories":1116},[95],{"categories":1118},[98],{"categories":1120},[],{"categories":1122},[165],{"categories":1124},[],{"categories":1126},[95],{"categories":1128},[95],{"categories":1130},[],{"categories":1132},[108],{"categories":1134},[92],{"categories":1136},[1137],"Visual & Generative Media",{"categories":1139},[98],{"categories":1141},[],{"categories":1143},[95],{"categories":1145},[95],{"categories":1147},[222],{"categories":1149},[168],{"categories":1151},[449],{"categories":1153},[108],{"categories":1155},[191],{"categories":1157},[95],{"categories":1159},[165],{"categories":1161},[95],{"categories":1163},[108],{"categories":1165},[98],{"categories":1167},[],{"categories":1169},[],{"categories":1171},[98],{"categories":1173},[89],{"categories":1175},[98],{"categories":1177},[413],{"categories":1179},[95],{"categories":1181},[101],{"categories":1183},[92],{"categories":1185},[],{"categories":1187},[95],{"categories":1189},[101],{"categories":1191},[95],{"categories":1193},[95],{"categories":1195},[95],{"categories":1197},[95],{"categories":1199},[95],{"categories":1201},[191],{"categories":1203},[95],{"categories":1205},[366],{"categories":1207},[95],{"categories":1209},[95],{"categories":1211},[95],{"categories":1213},[95],{"categories":1215},[95],{"categories":1217},[165],{"categories":1219},[98],{"categories":1221},[],{"categories":1223},[98],{"categories":1225},[],{"categories":1227},[222],{"categories":1229},[108],{"categories":1231},[],{"categories":1233},[413],{"categories":1235},[98],{"categories":1237},[95],{"categories":1239},[165,95],{"categories":1241},[89],{"categories":1243},[],{"categories":1245},[95],{"categories":1247},[89],{"categories":1249},[1250],"Medical Imaging & Radiology",{"categories":1252},[165],{"categories":1254},[98],{"categories":1256},[108],{"categories":1258},[],{"categories":1260},[95],{"categories":1262},[95],{"categories":1264},[95],{"categories":1266},[],{"categories":1268},[],{"categories":1270},[95],{"categories":1272},[366],{"categories":1274},[95],{"categories":1276},[89],{"categories":1278},[95],{"categories":1280},[95],{"categories":1282},[],{"categories":1284},[98],{"categories":1286},[95],{"categories":1288},[101],{"categories":1290},[108],{"categories":1292},[95],{"categories":1294},[366],{"categories":1296},[95],{"categories":1298},[98],{"categories":1300},[95],{"categories":1302},[165],{"categories":1304},[98],{"categories":1306},[222],{"categories":1308},[165],{"categories":1310},[92],{"categories":1312},[98],{"categories":1314},[95],{"categories":1316},[95],{"categories":1318},[95],{"categories":1320},[98],{"categories":1322},[108],{"categories":1324},[95],{"categories":1326},[101],{"categories":1328},[],{"categories":1330},[130],{"categories":1332},[],{"categories":1334},[101],{"categories":1336},[98],{"categories":1338},[982],{"categories":1340},[982],{"categories":1342},[165],{"categories":1344},[95],{"categories":1346},[95],{"categories":1348},[98],{"categories":1350},[108],{"categories":1352},[165],{"categories":1354},[98],{"categories":1356},[130],{"categories":1358},[],{"categories":1360},[95],{"categories":1362},[],{"categories":1364},[95],{"categories":1366},[95],{"categories":1368},[1369],"Contract Review & E-Discovery",{"categories":1371},[165],{"categories":1373},[95],{"categories":1375},[89],{"categories":1377},[130],{"categories":1379},[95],{"categories":1381},[95],{"categories":1383},[191],{"categories":1385},[95],{"categories":1387},[95],{"categories":1389},[98],{"categories":1391},[98],{"categories":1393},[714],{"categories":1395},[98],{"categories":1397},[366],{"categories":1399},[95],{"categories":1401},[95],{"categories":1403},[98],{"categories":1405},[95],{"categories":1407},[366],{"categories":1409},[349],{"categories":1411},[95],{"categories":1413},[98],{"categories":1415},[95],{"categories":1417},[1418],"Law-Firm Practice & Adoption",{"categories":1420},[95],{"categories":1422},[98],{"categories":1424},[165],{"categories":1426},[95],{"categories":1428},[95],{"categories":1430},[],{"categories":1432},[],{"categories":1434},[108],{"categories":1436},[],{"categories":1438},[89],{"categories":1440},[222],{"categories":1442},[95],{"categories":1444},[],{"categories":1446},[89],{"categories":1448},[92],{"categories":1450},[95],{"categories":1452},[191],{"categories":1454},[],{"categories":1456},[92],{"categories":1458},[92],{"categories":1460},[],{"categories":1462},[95],{"categories":1464},[95],{"categories":1466},[108],{"categories":1468},[],{"categories":1470},[],{"categories":1472},[],{"categories":1474},[],{"categories":1476},[95],{"categories":1478},[98],{"categories":1480},[222],{"categories":1482},[95],{"categories":1484},[89],{"categories":1486},[108],{"categories":1488},[95],{"categories":1490},[95],{"categories":1492},[108],{"categories":1494},[101],{"categories":1496},[95],{"categories":1498},[735],{"categories":1500},[95],{"categories":1502},[191],{"categories":1504},[108],{"categories":1506},[92],{"categories":1508},[95],{"categories":1510},[95],{"categories":1512},[165],{"categories":1514},[95],{"categories":1516},[95],{"categories":1518},[95],{"categories":1520},[98],{"categories":1522},[95,89],{"categories":1524},[366],{"categories":1526},[95],{"categories":1528},[108],{"categories":1530},[108],{"categories":1532},[165],{"categories":1534},[98],{"categories":1536},[108],{"categories":1538},[95],{"categories":1540},[95],{"categories":1542},[],{"categories":1544},[],{"categories":1546},[95],{"categories":1548},[],{"categories":1550},[95],{"categories":1552},[108],{"categories":1554},[168],{"categories":1556},[130],{"categories":1558},[165],{"categories":1560},[95],{"categories":1562},[108],{"categories":1564},[],{"categories":1566},[98],{"categories":1568},[95],{"categories":1570},[95],{"categories":1572},[95],{"categories":1574},[95],{"categories":1576},[],{"categories":1578},[98],{"categories":1580},[95],{"categories":1582},[95],{"categories":1584},[],{"categories":1586},[98],{"categories":1588},[95],{"categories":1590},[92],{"categories":1592},[95],{"categories":1594},[],{"categories":1596},[89],{"categories":1598},[95],{"categories":1600},[165],{"categories":1602},[108],{"categories":1604},[95],{"categories":1606},[89],{"categories":1608},[95],{"categories":1610},[108],{"categories":1612},[191],{"categories":1614},[98],{"categories":1616},[98],{"categories":1618},[95,165],{"categories":1620},[95],{"categories":1622},[130],{"categories":1624},[95],{"categories":1626},[130],{"categories":1628},[98],{"categories":1630},[165],{"categories":1632},[],{"categories":1634},[108],{"categories":1636},[222],{"categories":1638},[165],{"categories":1640},[108],{"categories":1642},[95],{"categories":1644},[101],{"categories":1646},[95],{"categories":1648},[98],{"categories":1650},[],{"categories":1652},[],{"categories":1654},[],{"categories":1656},[],{"categories":1658},[101],{"categories":1660},[108],{"categories":1662},[95],{"categories":1664},[98],{"categories":1666},[98],{"categories":1668},[92],{"categories":1670},[98],{"categories":1672},[222],{"categories":1674},[95],{"categories":1676},[95],{"categories":1678},[119],{"categories":1680},[366],{"categories":1682},[95],{"categories":1684},[98],{"categories":1686},[95],{"categories":1688},[95],{"categories":1690},[47],{"categories":1692},[714],{"categories":1694},[],{"categories":1696},[165],{"categories":1698},[1418],{"categories":1700},[108],{"categories":1702},[],{"categories":1704},[],{"categories":1706},[98],{"categories":1708},[],{"categories":1710},[],{"categories":1712},[191],{"categories":1714},[191],{"categories":1716},[98],{"categories":1718},[108],{"categories":1720},[],{"categories":1722},[95],{"categories":1724},[95],{"categories":1726},[108],{"categories":1728},[1369],{"categories":1730},[165],{"categories":1732},[165],{"categories":1734},[95],{"categories":1736},[98],{"categories":1738},[89],{"categories":1740},[95],{"categories":1742},[95],{"categories":1744},[165],{"categories":1746},[165],{"categories":1748},[98],{"categories":1750},[98],{"categories":1752},[95],{"categories":1754},[],{"categories":1756},[95],{"categories":1758},[],{"categories":1760},[1761],"Interaction & Product Design",{"categories":1763},[95],{"categories":1765},[98],{"categories":1767},[247],{"categories":1769},[130],{"categories":1771},[108],{"categories":1773},[95],{"categories":1775},[108],{"categories":1777},[89],{"categories":1779},[95],{"categories":1781},[],{"categories":1783},[98],{"categories":1785},[98],{"categories":1787},[],{"categories":1789},[108],{"categories":1791},[95],{"categories":1793},[89],{"categories":1795},[1761],{"categories":1797},[95],{"categories":1799},[89],{"categories":1801},[89],{"categories":1803},[],{"categories":1805},[108],{"categories":1807},[],{"categories":1809},[98],{"categories":1811},[130],{"categories":1813},[95],{"categories":1815},[98],{"categories":1817},[95],{"categories":1819},[98],{"categories":1821},[95],{"categories":1823},[130],{"categories":1825},[168],{"categories":1827},[95],{"categories":1829},[101],{"categories":1831},[108],{"categories":1833},[1834],"Coding Agents & Dev Productivity",{"categories":1836},[130],{"categories":1838},[165],{"categories":1840},[],{"categories":1842},[714],{"categories":1844},[],{"categories":1846},[95],{"categories":1848},[95],{"categories":1850},[130],{"categories":1852},[],{"categories":1854},[],{"categories":1856},[],{"categories":1858},[98],{"categories":1860},[95],{"categories":1862},[],{"categories":1864},[108],{"categories":1866},[108],{"categories":1868},[95],{"categories":1870},[168],{"categories":1872},[],{"categories":1874},[95],{"categories":1876},[95],{"categories":1878},[95],{"categories":1880},[168],{"categories":1882},[108],{"categories":1884},[],{"categories":1886},[],{"categories":1888},[98],{"categories":1890},[98],{"categories":1892},[306],{"categories":1894},[108],{"categories":1896},[108],{"categories":1898},[98],{"categories":1900},[130],{"categories":1902},[130],{"categories":1904},[98],{"categories":1906},[98],{"categories":1908},[95],{"categories":1910},[89],{"categories":1912},[1761],{"categories":1914},[95,222],{"categories":1916},[],{"categories":1918},[165],{"categories":1920},[108],{"categories":1922},[89],{"categories":1924},[95],{"categories":1926},[98],{"categories":1928},[1929],"The Designer's Role & Craft",{"categories":1931},[165],{"categories":1933},[],{"categories":1935},[98],{"categories":1937},[95],{"categories":1939},[98],{"categories":1941},[98],{"categories":1943},[95],{"categories":1945},[191],{"categories":1947},[95],{"categories":1949},[108],{"categories":1951},[165],{"categories":1953},[95],{"categories":1955},[],{"categories":1957},[98],{"categories":1959},[165],{"categories":1961},[95],{"categories":1963},[95],{"categories":1965},[1966],"AI UX Patterns",{"categories":1968},[98],{"categories":1970},[98],{"categories":1972},[98],{"categories":1974},[98],{"categories":1976},[191],{"categories":1978},[168],{"categories":1980},[95],{"categories":1982},[98],{"categories":1984},[95],{"categories":1986},[982],{"categories":1988},[],{"categories":1990},[191],{"categories":1992},[130],{"categories":1994},[108],{"categories":1996},[95],{"categories":1998},[98],{"categories":2000},[],{"categories":2002},[],{"categories":2004},[95],{"categories":2006},[98],{"categories":2008},[95],{"categories":2010},[98],{"categories":2012},[306],{"categories":2014},[165],{"categories":2016},[130],{"categories":2018},[108],{"categories":2020},[95],{"categories":2022},[98],{"categories":2024},[98],{"categories":2026},[],{"categories":2028},[95],{"categories":2030},[],{"categories":2032},[],{"categories":2034},[95],{"categories":2036},[95],{"categories":2038},[98],{"categories":2040},[108],{"categories":2042},[],{"categories":2044},[],{"categories":2046},[168],{"categories":2048},[119],{"categories":2050},[95],{"categories":2052},[168],{"categories":2054},[130],{"categories":2056},[95],{"categories":2058},[95],{"categories":2060},[98],{"categories":2062},[98],{"categories":2064},[95],{"categories":2066},[98],{"categories":2068},[],{"categories":2070},[],{"categories":2072},[95],{"categories":2074},[222],{"categories":2076},[95],{"categories":2078},[],{"categories":2080},[],{"categories":2082},[165],{"categories":2084},[735],{"categories":2086},[98],{"categories":2088},[89],{"categories":2090},[1929],{"categories":2092},[],{"categories":2094},[],{"categories":2096},[95],{"categories":2098},[],{"categories":2100},[],{"categories":2102},[108],{"categories":2104},[130],{"categories":2106},[191],{"categories":2108},[92],{"categories":2110},[95],{"categories":2112},[95],{"categories":2114},[92],{"categories":2116},[],{"categories":2118},[165],{"categories":2120},[95],{"categories":2122},[98],{"categories":2124},[92],{"categories":2126},[95],{"categories":2128},[95],{"categories":2130},[89],{"categories":2132},[95],{"categories":2134},[],{"categories":2136},[89],{"categories":2138},[95],{"categories":2140},[191],{"categories":2142},[98],{"categories":2144},[130],{"categories":2146},[95],{"categories":2148},[92],{"categories":2150},[95],{"categories":2152},[95],{"categories":2154},[95],{"categories":2156},[98],{"categories":2158},[],{"categories":2160},[95],{"categories":2162},[108],{"categories":2164},[89],{"categories":2166},[95],{"categories":2168},[95],{"categories":2170},[],{"categories":2172},[366],{"categories":2174},[130],{"categories":2176},[95],{"categories":2178},[95],{"categories":2180},[],{"categories":2182},[92],{"categories":2184},[92],{"categories":2186},[95],{"categories":2188},[95],{"categories":2190},[101],{"categories":2192},[95],{"categories":2194},[95],{"categories":2196},[108],{"categories":2198},[108],{"categories":2200},[95],{"categories":2202},[],{"categories":2204},[108],{"categories":2206},[95],{"categories":2208},[449],{"categories":2210},[],{"categories":2212},[],{"categories":2214},[95],{"categories":2216},[130],{"categories":2218},[],{"categories":2220},[222],{"categories":2222},[95],{"categories":2224},[95],{"categories":2226},[165],{"categories":2228},[705],{"categories":2230},[],{"categories":2232},[95],{"categories":2234},[108],{"categories":2236},[95],{"categories":2238},[95],{"categories":2240},[95,222],{"categories":2242},[95],{"categories":2244},[95],{"categories":2246},[165],{"categories":2248},[98],{"categories":2250},[],{"categories":2252},[98],{"categories":2254},[98],{"categories":2256},[95],{"categories":2258},[95],{"categories":2260},[95],{"categories":2262},[168],{"categories":2264},[95],{"categories":2266},[1966],{"categories":2268},[89],{"categories":2270},[168],{"categories":2272},[89],{"categories":2274},[108],{"categories":2276},[165],{"categories":2278},[98],{"categories":2280},[95],{"categories":2282},[],{"categories":2284},[95],{"categories":2286},[130],{"categories":2288},[95],{"categories":2290},[98],{"categories":2292},[95],{"categories":2294},[95],{"categories":2296},[92],{"categories":2298},[],{"categories":2300},[222],{"categories":2302},[95],{"categories":2304},[306],{"categories":2306},[165],{"categories":2308},[165],{"categories":2310},[108],{"categories":2312},[98],{"categories":2314},[95],{"categories":2316},[92],{"categories":2318},[130],{"categories":2320},[95],{"categories":2322},[165],{"categories":2324},[98],{"categories":2326},[95],{"categories":2328},[95],{"categories":2330},[413],{"categories":2332},[],{"categories":2334},[95],{"categories":2336},[95],{"categories":2338},[95],{"categories":2340},[],{"categories":2342},[],{"categories":2344},[95],{"categories":2346},[95],{"categories":2348},[95],{"categories":2350},[95],{"categories":2352},[108],{"categories":2354},[95],{"categories":2356},[95],{"categories":2358},[98],{"categories":2360},[95],{"categories":2362},[95],{"categories":2364},[95],{"categories":2366},[95],{"categories":2368},[],{"categories":2370},[168],{"categories":2372},[95],{"categories":2374},[98],{"categories":2376},[95],{"categories":2378},[],{"categories":2380},[],{"categories":2382},[95],{"categories":2384},[95],{"categories":2386},[95],{"categories":2388},[130],{"categories":2390},[],{"categories":2392},[95],{"categories":2394},[165],{"categories":2396},[95],{"categories":2398},[222],{"categories":2400},[1418],{"categories":2402},[130],{"categories":2404},[108],{"categories":2406},[108],{"categories":2408},[108],{"categories":2410},[130],{"categories":2412},[130],{"categories":2414},[222],{"categories":2416},[],{"categories":2418},[130],{"categories":2420},[95],{"categories":2422},[89],{"categories":2424},[108],{"categories":2426},[95],{"categories":2428},[130],{"categories":2430},[],{"categories":2432},[95],{"categories":2434},[108],{"categories":2436},[168],{"categories":2438},[95],{"categories":2440},[130],{"categories":2442},[95],{"categories":2444},[108],{"categories":2446},[98],{"categories":2448},[130],{"categories":2450},[98],{"categories":2452},[222],{"categories":2454},[98],{"categories":2456},[95],{"categories":2458},[95],{"categories":2460},[108],{"categories":2462},[95],{"categories":2464},[],{"categories":2466},[92],{"categories":2468},[108],{"categories":2470},[],{"categories":2472},[],{"categories":2474},[95],{"categories":2476},[98],{"categories":2478},[95],{"categories":2480},[2481],"Frameworks & Tooling",{"categories":2483},[95],{"categories":2485},[95],{"categories":2487},[95],{"categories":2489},[95],{"categories":2491},[],{"categories":2493},[168],{"categories":2495},[168],{"categories":2497},[89],{"categories":2499},[98],{"categories":2501},[165],{"categories":2503},[],{"categories":2505},[1418],{"categories":2507},[95],{"categories":2509},[108],{"categories":2511},[95],{"categories":2513},[222],{"categories":2515},[222],{"categories":2517},[],{"categories":2519},[98],{"categories":2521},[130],{"categories":2523},[130],{"categories":2525},[95],{"categories":2527},[98],{"categories":2529},[],{"categories":2531},[165],{"categories":2533},[95],{"categories":2535},[95],{"categories":2537},[],{"categories":2539},[95],{"categories":2541},[],{"categories":2543},[108],{"categories":2545},[95],{"categories":2547},[108],{"categories":2549},[222],{"categories":2551},[95],{"categories":2553},[108],{"categories":2555},[92],{"categories":2557},[95],{"categories":2559},[1418],{"categories":2561},[],{"categories":2563},[98],{"categories":2565},[89],{"categories":2567},[89],{"categories":2569},[],{"categories":2571},[98],{"categories":2573},[95],{"categories":2575},[2576],"AI Design Tooling",{"categories":2578},[165],{"categories":2580},[95],{"categories":2582},[95],{"categories":2584},[108],{"categories":2586},[165],{"categories":2588},[95],{"categories":2590},[108],{"categories":2592},[130],{"categories":2594},[101],{"categories":2596},[108],{"categories":2598},[98],{"categories":2600},[],{"categories":2602},[95],{"categories":2604},[95],{"categories":2606},[98],{"categories":2608},[95],{"categories":2610},[95],{"categories":2612},[],{"categories":2614},[98],{"categories":2616},[2481],{"categories":2618},[95],{"categories":2620},[98],{"categories":2622},[98],{"categories":2624},[108],{"categories":2626},[108],{"categories":2628},[],{"categories":2630},[108],{"categories":2632},[95],{"categories":2634},[95],{"categories":2636},[98],{"categories":2638},[92],{"categories":2640},[95],{"categories":2642},[],{"categories":2644},[95],{"categories":2646},[1761],{"categories":2648},[],{"categories":2650},[95],{"categories":2652},[95],{"categories":2654},[],{"categories":2656},[95],{"categories":2658},[366],{"categories":2660},[95],{"categories":2662},[191],{"categories":2664},[130],{"categories":2666},[95],{"categories":2668},[95],{"categories":2670},[1418],{"categories":2672},[89],{"categories":2674},[95],{"categories":2676},[95],{"categories":2678},[168],{"categories":2680},[95],{"categories":2682},[130],{"categories":2684},[98],{"categories":2686},[],{"categories":2688},[95],{"categories":2690},[165],{"categories":2692},[95],{"categories":2694},[191],{"categories":2696},[95],{"categories":2698},[98],{"categories":2700},[],{"categories":2702},[],{"categories":2704},[],{"categories":2706},[89],{"categories":2708},[130],{"categories":2710},[98],{"categories":2712},[95],{"categories":2714},[95],{"categories":2716},[95],{"categories":2718},[47],{"categories":2720},[165],{"categories":2722},[98],{"categories":2724},[95],{"categories":2726},[],{"categories":2728},[98],{"categories":2730},[98],{"categories":2732},[],{"categories":2734},[95],{"categories":2736},[98],{"categories":2738},[95],{"categories":2740},[],{"categories":2742},[95],{"categories":2744},[95],{"categories":2746},[130],{"categories":2748},[165],{"categories":2750},[98],{"categories":2752},[165],{"categories":2754},[98],{"categories":2756},[92],{"categories":2758},[],{"categories":2760},[],{"categories":2762},[95],{"categories":2764},[95],{"categories":2766},[89],{"categories":2768},[98],{"categories":2770},[130],{"categories":2772},[],{"categories":2774},[165],{"categories":2776},[],{"categories":2778},[108],{"categories":2780},[108],{"categories":2782},[165],{"categories":2784},[108],{"categories":2786},[95],{"categories":2788},[],{"categories":2790},[95],{"categories":2792},[95],{"categories":2794},[],{"categories":2796},[191],{"categories":2798},[95],{"categories":2800},[222],{"categories":2802},[108],{"categories":2804},[],{"categories":2806},[98],{"categories":2808},[95],{"categories":2810},[89],{"categories":2812},[413],{"categories":2814},[98],{"categories":2816},[98],{"categories":2818},[95],{"categories":2820},[95],{"categories":2822},[],{"categories":2824},[89],{"categories":2826},[95],{"categories":2828},[92],{"categories":2830},[108],{"categories":2832},[165],{"categories":2834},[],{"categories":2836},[],{"categories":2838},[],{"categories":2840},[98],{"categories":2842},[108],{"categories":2844},[165],{"categories":2846},[130],{"categories":2848},[95],{"categories":2850},[130],{"categories":2852},[98],{"categories":2854},[165],{"categories":2856},[95],{"categories":2858},[],{"categories":2860},[95],{"categories":2862},[119],{"categories":2864},[98],{"categories":2866},[165],{"categories":2868},[130],{"categories":2870},[92],{"categories":2872},[108],{"categories":2874},[95],{"categories":2876},[130],{"categories":2878},[191],{"categories":2880},[],{"categories":2882},[],{"categories":2884},[168],{"categories":2886},[366],{"categories":2888},[95],{"categories":2890},[98],{"categories":2892},[95,108],{"categories":2894},[130],{"categories":2896},[95],{"categories":2898},[95],{"categories":2900},[98],{"categories":2902},[95],{"categories":2904},[98],{"categories":2906},[95],{"categories":2908},[95],{"categories":2910},[],{"categories":2912},[982],{"categories":2914},[108],{"categories":2916},[165],{"categories":2918},[95],{"categories":2920},[95],{"categories":2922},[168],{"categories":2924},[98],{"categories":2926},[191],{"categories":2928},[222],{"categories":2930},[],{"categories":2932},[95],{"categories":2934},[92],{"categories":2936},[98],{"categories":2938},[89],{"categories":2940},[98],{"categories":2942},[95],{"categories":2944},[98],{"categories":2946},[101],{"categories":2948},[108],{"categories":2950},[95],{"categories":2952},[95],{"categories":2954},[],{"categories":2956},[],{"categories":2958},[],{"categories":2960},[222],{"categories":2962},[95],{"categories":2964},[130],{"categories":2966},[95],{"categories":2968},[95],{"categories":2970},[95],{"categories":2972},[95],{"categories":2974},[],{"categories":2976},[168],{"categories":2978},[92],{"categories":2980},[98],{"categories":2982},[95],{"categories":2984},[],{"categories":2986},[95],{"categories":2988},[98],{"categories":2990},[95],{"categories":2992},[222],{"categories":2994},[],{"categories":2996},[165],{"categories":2998},[165],{"categories":3000},[],{"categories":3002},[108],{"categories":3004},[95],{"categories":3006},[165],{"categories":3008},[95],{"categories":3010},[92],{"categories":3012},[98],{"categories":3014},[95],{"categories":3016},[],{"categories":3018},[130],{"categories":3020},[95],{"categories":3022},[95],{"categories":3024},[165],{"categories":3026},[98],{"categories":3028},[130],{"categories":3030},[],{"categories":3032},[98],{"categories":3034},[98],{"categories":3036},[165],{"categories":3038},[95],{"categories":3040},[95],{"categories":3042},[95],{"categories":3044},[366],{"categories":3046},[95],{"categories":3048},[],{"categories":3050},[95],{"categories":3052},[95],{"categories":3054},[222],{"categories":3056},[130],{"categories":3058},[168],{"categories":3060},[449],{"categories":3062},[168],{"categories":3064},[],{"categories":3066},[],{"categories":3068},[],{"categories":3070},[98],{"categories":3072},[98],{"categories":3074},[108],{"categories":3076},[95],{"categories":3078},[349],{"categories":3080},[108],{"categories":3082},[95],{"categories":3084},[95],{"categories":3086},[95],{"categories":3088},[95],{"categories":3090},[98],{"categories":3092},[],{"categories":3094},[],{"categories":3096},[95],{"categories":3098},[],{"categories":3100},[95],{"categories":3102},[98],{"categories":3104},[165],{"categories":3106},[95],{"categories":3108},[95],{"categories":3110},[],{"categories":3112},[101],{"categories":3114},[95],{"categories":3116},[165],{"categories":3118},[95],{"categories":3120},[92],{"categories":3122},[95],{"categories":3124},[191],{"categories":3126},[98],{"categories":3128},[95],{"categories":3130},[705],{"categories":3132},[95],{"categories":3134},[98],{"categories":3136},[95],{"categories":3138},[108],{"categories":3140},[95],{"categories":3142},[413],{"categories":3144},[165],{"categories":3146},[],{"categories":3148},[130],{"categories":3150},[366],{"categories":3152},[98],{"categories":3154},[95],{"categories":3156},[],{"categories":3158},[130],{"categories":3160},[306],{"categories":3162},[98],{"categories":3164},[98],{"categories":3166},[95],{"categories":3168},[95],{"categories":3170},[98],{"categories":3172},[],{"categories":3174},[92],{"categories":3176},[98],{"categories":3178},[],{"categories":3180},[108],{"categories":3182},[95],{"categories":3184},[89],{"categories":3186},[130],{"categories":3188},[222],{"categories":3190},[119],{"categories":3192},[98],{"categories":3194},[98],{"categories":3196},[95],{"categories":3198},[98],{"categories":3200},[89],{"categories":3202},[],{"categories":3204},[95],{"categories":3206},[95],{"categories":3208},[],{"categories":3210},[],{"categories":3212},[165],{"categories":3214},[95,92],{"categories":3216},[98],{"categories":3218},[95],{"categories":3220},[],{"categories":3222},[89],{"categories":3224},[168],{"categories":3226},[92],{"categories":3228},[95],{"categories":3230},[108],{"categories":3232},[95],{"categories":3234},[98],{"categories":3236},[95],{"categories":3238},[95],{"categories":3240},[95],{"categories":3242},[130],{"categories":3244},[982],{"categories":3246},[98],{"categories":3248},[95],{"categories":3250},[],{"categories":3252},[],{"categories":3254},[98],{"categories":3256},[95],{"categories":3258},[222],{"categories":3260},[],{"categories":3262},[95],{"categories":3264},[98],{"categories":3266},[119],{"categories":3268},[98],{"categories":3270},[366],{"categories":3272},[],{"categories":3274},[47],{"categories":3276},[98],{"categories":3278},[95],{"categories":3280},[191],{"categories":3282},[95],{"categories":3284},[168],{"categories":3286},[98],{"categories":3288},[95],{"categories":3290},[366],{"categories":3292},[95],{"categories":3294},[222],{"categories":3296},[],{"categories":3298},[95],{"categories":3300},[191],{"categories":3302},[165],{"categories":3304},[95],{"categories":3306},[95],{"categories":3308},[],{"categories":3310},[191],{"categories":3312},[130],{"categories":3314},[95],{"categories":3316},[95],{"categories":3318},[449],{"categories":3320},[89],{"categories":3322},[95],{"categories":3324},[],{"categories":3326},[],{"categories":3328},[165],{"categories":3330},[95],{"categories":3332},[168],{"categories":3334},[191],{"categories":3336},[98],{"categories":3338},[191],{"categories":3340},[130],{"categories":3342},[],{"categories":3344},[95],{"categories":3346},[],{"categories":3348},[95],{"categories":3350},[468],{"categories":3352},[95],{"categories":3354},[95],{"categories":3356},[98],{"categories":3358},[366],{"categories":3360},[95],{"categories":3362},[95],{"categories":3364},[95],{"categories":3366},[],{"categories":3368},[95,108],{"categories":3370},[130],{"categories":3372},[98],{"categories":3374},[108],{"categories":3376},[98],{"categories":3378},[735],{"categories":3380},[108],{"categories":3382},[95],{"categories":3384},[89],{"categories":3386},[],{"categories":3388},[],{"categories":3390},[98],{"categories":3392},[95],{"categories":3394},[108],{"categories":3396},[89],{"categories":3398},[108],{"categories":3400},[108],{"categories":3402},[95],{"categories":3404},[191],{"categories":3406},[95],{"categories":3408},[108],{"categories":3410},[],{"categories":3412},[95],{"categories":3414},[165,95],{"categories":3416},[222],{"categories":3418},[89],{"categories":3420},[],{"categories":3422},[95],{"categories":3424},[366],{"categories":3426},[92],{"categories":3428},[92],{"categories":3430},[95],{"categories":3432},[95],{"categories":3434},[306],{"categories":3436},[95],{"categories":3438},[108],{"categories":3440},[98],{"categories":3442},[95],{"categories":3444},[95],{"categories":3446},[130],{"categories":3448},[191],{"categories":3450},[165],{"categories":3452},[95],{"categories":3454},[95],{"categories":3456},[95],{"categories":3458},[95],{"categories":3460},[89],{"categories":3462},[95],{"categories":3464},[98],{"categories":3466},[98],{"categories":3468},[108],{"categories":3470},[130],{"categories":3472},[108],{"categories":3474},[],{"categories":3476},[],{"categories":3478},[168],{"categories":3480},[95],{"categories":3482},[108],{"categories":3484},[95],{"categories":3486},[165],{"categories":3488},[366],{"categories":3490},[47],{"categories":3492},[306],{"categories":3494},[95],{"categories":3496},[95],{"categories":3498},[95],{"categories":3500},[168],{"categories":3502},[95],{"categories":3504},[95],{"categories":3506},[95],{"categories":3508},[98],{"categories":3510},[89],{"categories":3512},[98],{"categories":3514},[95,92],{"categories":3516},[],{"categories":3518},[165],{"categories":3520},[],{"categories":3522},[101],{"categories":3524},[95],{"categories":3526},[130],{"categories":3528},[89],{"categories":3530},[89],{"categories":3532},[98],{"categories":3534},[98],{"categories":3536},[98],{"categories":3538},[95],{"categories":3540},[95],{"categories":3542},[92],{"categories":3544},[108],{"categories":3546},[191],{"categories":3548},[95],{"categories":3550},[],{"categories":3552},[130],{"categories":3554},[95],{"categories":3556},[95],{"categories":3558},[95],{"categories":3560},[95],{"categories":3562},[95],{"categories":3564},[108],{"categories":3566},[130],{"categories":3568},[108],{"categories":3570},[108],{"categories":3572},[95],{"categories":3574},[95],{"categories":3576},[47],{"categories":3578},[95],{"categories":3580},[98],{"categories":3582},[130],{"categories":3584},[95],{"categories":3586},[95],{"categories":3588},[98],{"categories":3590},[95],{"categories":3592},[95],{"categories":3594},[95],{"categories":3596},[2481],{"categories":3598},[3599],"Clinical AI",{"categories":3601},[165],{"categories":3603},[95],{"categories":3605},[95],{"categories":3607},[95],{"categories":3609},[222],{"categories":3611},[1966],{"categories":3613},[95],{"categories":3615},[101],{"categories":3617},[95],{"categories":3619},[98],{"categories":3621},[95],{"categories":3623},[95],{"categories":3625},[130],{"categories":3627},[95],{"categories":3629},[98],{"categories":3631},[191],{"categories":3633},[95],{"categories":3635},[95],{"categories":3637},[92],{"categories":3639},[95],{"categories":3641},[413],{"categories":3643},[95],{"categories":3645},[],{"categories":3647},[95],{"categories":3649},[108],{"categories":3651},[95],{"categories":3653},[],{"categories":3655},[],{"categories":3657},[95],{"categories":3659},[],{"categories":3661},[92],{"categories":3663},[95],{"categories":3665},[98],{"categories":3667},[130],{"categories":3669},[130],{"categories":3671},[130],{"categories":3673},[130],{"categories":3675},[],{"categories":3677},[89],{"categories":3679},[98],{"categories":3681},[130],{"categories":3683},[95],{"categories":3685},[468],{"categories":3687},[101],{"categories":3689},[95],{"categories":3691},[89],{"categories":3693},[98],{"categories":3695},[95],{"categories":3697},[95,98],{"categories":3699},[98],{"categories":3701},[222],{"categories":3703},[130],{"categories":3705},[98],{"categories":3707},[130],{"categories":3709},[98],{"categories":3711},[95],{"categories":3713},[],{"categories":3715},[130],{"categories":3717},[191],{"categories":3719},[89],{"categories":3721},[95],{"categories":3723},[95],{"categories":3725},[],{"categories":3727},[108],{"categories":3729},[],{"categories":3731},[89],{"categories":3733},[98],{"categories":3735},[130],{"categories":3737},[95],{"categories":3739},[130],{"categories":3741},[89],{"categories":3743},[130],{"categories":3745},[130],{"categories":3747},[],{"categories":3749},[92],{"categories":3751},[98],{"categories":3753},[130],{"categories":3755},[130],{"categories":3757},[130],{"categories":3759},[130],{"categories":3761},[130],{"categories":3763},[130],{"categories":3765},[130],{"categories":3767},[130],{"categories":3769},[130],{"categories":3771},[130],{"categories":3773},[168],{"categories":3775},[89],{"categories":3777},[95],{"categories":3779},[95],{"categories":3781},[98],{"categories":3783},[98],{"categories":3785},[],{"categories":3787},[95,89],{"categories":3789},[],{"categories":3791},[98],{"categories":3793},[130],{"categories":3795},[98],{"categories":3797},[735],{"categories":3799},[95],{"categories":3801},[95],{"categories":3803},[95],{"categories":3805},[95],{"categories":3807},[306],{"categories":3809},[95],{"categories":3811},[98],{"categories":3813},[92],{"categories":3815},[98],{"categories":3817},[735],{"categories":3819},[],{"categories":3821},[98],{"categories":3823},[165],{"categories":3825},[130],{"categories":3827},[95],{"categories":3829},[],{"categories":3831},[],{"categories":3833},[98],{"categories":3835},[165],{"categories":3837},[95],{"categories":3839},[],{"categories":3841},[95],{"categories":3843},[],{"categories":3845},[191],{"categories":3847},[95],{"categories":3849},[],{"categories":3851},[],{"categories":3853},[130],{"categories":3855},[89],{"categories":3857},[95],{"categories":3859},[92],{"categories":3861},[95],{"categories":3863},[95],{"categories":3865},[95],{"categories":3867},[92],{"categories":3869},[165],{"categories":3871},[],{"categories":3873},[95],{"categories":3875},[130],{"categories":3877},[],{"categories":3879},[95],{"categories":3881},[95],{"categories":3883},[165],{"categories":3885},[95],{"categories":3887},[191],{"categories":3889},[95],{"categories":3891},[222],{"categories":3893},[],{"categories":3895},[98],{"categories":3897},[191],{"categories":3899},[108],{"categories":3901},[],{"categories":3903},[95],{"categories":3905},[],{"categories":3907},[98],{"categories":3909},[165],{"categories":3911},[108],{"categories":3913},[],{"categories":3915},[2481],{"categories":3917},[92],{"categories":3919},[89],{"categories":3921},[168],{"categories":3923},[98],{"categories":3925},[165],{"categories":3927},[108],{"categories":3929},[],{"categories":3931},[],{"categories":3933},[95],{"categories":3935},[89],{"categories":3937},[95],{"categories":3939},[191],{"categories":3941},[],{"categories":3943},[98],{"categories":3945},[98],{"categories":3947},[98],{"categories":3949},[130],{"categories":3951},[108],{"categories":3953},[95],{"categories":3955},[98],{"categories":3957},[101],{"categories":3959},[95],{"categories":3961},[98],{"categories":3963},[95],{"categories":3965},[101],{"categories":3967},[191],{"categories":3969},[130],{"categories":3971},[],{"categories":3973},[191],{"categories":3975},[],{"categories":3977},[108],{"categories":3979},[98],{"categories":3981},[],{"categories":3983},[95],{"categories":3985},[95],{"categories":3987},[95],{"categories":3989},[95],{"categories":3991},[98],{"categories":3993},[92],{"categories":3995},[89],{"categories":3997},[95],{"categories":3999},[165],{"categories":4001},[108],{"categories":4003},[108],{"categories":4005},[95],{"categories":4007},[168],{"categories":4009},[98],{"categories":4011},[95],{"categories":4013},[98],{"categories":4015},[95],{"categories":4017},[92],{"categories":4019},[165],{"categories":4021},[108],{"categories":4023},[98],{"categories":4025},[95],{"categories":4027},[101],{"categories":4029},[95],{"categories":4031},[98],{"categories":4033},[95],{"categories":4035},[130],{"categories":4037},[],{"categories":4039},[89],{"categories":4041},[95],{"categories":4043},[95],{"categories":4045},[95],{"categories":4047},[108],{"categories":4049},[95],{"categories":4051},[108],{"categories":4053},[95],{"categories":4055},[98],{"categories":4057},[95],{"categories":4059},[95],{"categories":4061},[95],{"categories":4063},[95],{"categories":4065},[],{"categories":4067},[95],{"categories":4069},[165],{"categories":4071},[92],{"categories":4073},[130],{"categories":4075},[98],{"categories":4077},[95],{"categories":4079},[95],{"categories":4081},[165],{"categories":4083},[98],{"categories":4085},[95],{"categories":4087},[191],{"categories":4089},[95],{"categories":4091},[168],{"categories":4093},[95],{"categories":4095},[95],{"categories":4097},[130],{"categories":4099},[95],{"categories":4101},[95],{"categories":4103},[98],{"categories":4105},[222],{"categories":4107},[95],{"categories":4109},[98],{"categories":4111},[168],{"categories":4113},[],{"categories":4115},[98],{"categories":4117},[108],{"categories":4119},[95],{"categories":4121},[1834],{"categories":4123},[165],{"categories":4125},[247],{"categories":4127},[95],{"categories":4129},[89],{"categories":4131},[108],{"categories":4133},[92],{"categories":4135},[108],{"categories":4137},[95],{"categories":4139},[],{"categories":4141},[98],{"categories":4143},[98],{"categories":4145},[95],{"categories":4147},[95],{"categories":4149},[168],{"categories":4151},[],{"categories":4153},[130],{"categories":4155},[],{"categories":4157},[130],{"categories":4159},[95],{"categories":4161},[95],{"categories":4163},[98],{"categories":4165},[98],{"categories":4167},[98],{"categories":4169},[],{"categories":4171},[130],{"categories":4173},[95],{"categories":4175},[],{"categories":4177},[95],{"categories":4179},[95],{"categories":4181},[],{"categories":4183},[165],{"categories":4185},[108],{"categories":4187},[98],{"categories":4189},[95],{"categories":4191},[95],{"categories":4193},[191],{"categories":4195},[95],{"categories":4197},[95],{"categories":4199},[89],{"categories":4201},[],{"categories":4203},[95],{"categories":4205},[95],{"categories":4207},[],{"categories":4209},[89],{"categories":4211},[130],{"categories":4213},[108],{"categories":4215},[366],{"categories":4217},[95],{"categories":4219},[95],{"categories":4221},[95],{"categories":4223},[108],{"categories":4225},[130],{"categories":4227},[165],{"categories":4229},[95],{"categories":4231},[95],{"categories":4233},[95],{"categories":4235},[130],{"categories":4237},[165],{"categories":4239},[95],{"categories":4241},[130],{"categories":4243},[165],{"categories":4245},[95],{"categories":4247},[130],{"categories":4249},[98],{"categories":4251},[98],{"categories":4253},[98],{"categories":4255},[108],{"categories":4257},[130],{"categories":4259},[98],{"categories":4261},[98],{"categories":4263},[95],{"categories":4265},[108],{"categories":4267},[165],{"categories":4269},[95],{"categories":4271},[],{"categories":4273},[98],{"categories":4275},[],{"categories":4277},[],{"categories":4279},[],{"categories":4281},[98],{"categories":4283},[92],{"categories":4285},[98],{"categories":4287},[4288],"Liability & Ethics",{"categories":4290},[95],{"categories":4292},[98],{"categories":4294},[89],{"categories":4296},[98],{"categories":4298},[92],{"categories":4300},[191],{"categories":4302},[98],{"categories":4304},[],{"categories":4306},[449],{"categories":4308},[98],{"categories":4310},[],{"categories":4312},[89],{"categories":4314},[98],{"categories":4316},[],{"categories":4318},[98],{"categories":4320},[95],{"categories":4322},[95],{"categories":4324},[130],{"categories":4326},[95],{"categories":4328},[95],{"categories":4330},[98],{"categories":4332},[95],{"categories":4334},[95],{"categories":4336},[130],{"categories":4338},[98],{"categories":4340},[108],{"categories":4342},[165],{"categories":4344},[89],{"categories":4346},[95],{"categories":4348},[],{"categories":4350},[98],{"categories":4352},[98],{"categories":4354},[366],{"categories":4356},[165],{"categories":4358},[222],{"categories":4360},[130],{"categories":4362},[95],{"categories":4364},[165],{"categories":4366},[95],{"categories":4368},[89],{"categories":4370},[],{"categories":4372},[98],{"categories":4374},[95],{"categories":4376},[95],{"categories":4378},[98],{"categories":4380},[95],{"categories":4382},[165],{"categories":4384},[],{"categories":4386},[98],{"categories":4388},[101],{"categories":4390},[130],{"categories":4392},[98],{"categories":4394},[92],{"categories":4396},[],{"categories":4398},[95],{"categories":4400},[101],{"categories":4402},[95],{"categories":4404},[98],{"categories":4406},[130],{"categories":4408},[89],{"categories":4410},[222],{"categories":4412},[95],{"categories":4414},[95],{"categories":4416},[95],{"categories":4418},[130],{"categories":4420},[92],{"categories":4422},[95],{"categories":4424},[165],{"categories":4426},[130],{"categories":4428},[222],{"categories":4430},[95],{"categories":4432},[98],{"categories":4434},[],{"categories":4436},[413],{"categories":4438},[],{"categories":4440},[95],{"categories":4442},[222],{"categories":4444},[168],{"categories":4446},[98],{"categories":4448},[98],{"categories":4450},[4451],"Design News & Tools",{"categories":4453},[95],{"categories":4455},[130],{"categories":4457},[95],{"categories":4459},[89],{"categories":4461},[95],{"categories":4463},[165],{"categories":4465},[98],{"categories":4467},[98],{"categories":4469},[95],{"categories":4471},[366],{"categories":4473},[95],{"categories":4475},[366],{"categories":4477},[191],{"categories":4479},[95],{"categories":4481},[98],{"categories":4483},[],{"categories":4485},[95],{"categories":4487},[95],{"categories":4489},[95],{"categories":4491},[130],{"categories":4493},[89],{"categories":4495},[],{"categories":4497},[95],{"categories":4499},[95],{"categories":4501},[108],{"categories":4503},[468],{"categories":4505},[108],{"categories":4507},[165],{"categories":4509},[95],{"categories":4511},[95,98],{"categories":4513},[191,92],{"categories":4515},[95],{"categories":4517},[95],{"categories":4519},[95],{"categories":4521},[],{"categories":4523},[98],{"categories":4525},[],{"categories":4527},[108],{"categories":4529},[95],{"categories":4531},[108],{"categories":4533},[],{"categories":4535},[98],{"categories":4537},[95],{"categories":4539},[130],{"categories":4541},[95],{"categories":4543},[],{"categories":4545},[98],{"categories":4547},[95],{"categories":4549},[],{"categories":4551},[165],{"categories":4553},[95],{"categories":4555},[98],{"categories":4557},[95],{"categories":4559},[95],{"categories":4561},[89],{"categories":4563},[98],{"categories":4565},[95],{"categories":4567},[],{"categories":4569},[222],{"categories":4571},[191],{"categories":4573},[92],{"categories":4575},[92],{"categories":4577},[95],{"categories":4579},[89],{"categories":4581},[89],{"categories":4583},[95],{"categories":4585},[98],{"categories":4587},[95],{"categories":4589},[95],{"categories":4591},[95],{"categories":4593},[108],{"categories":4595},[95],{"categories":4597},[89],{"categories":4599},[98],{"categories":4601},[95],{"categories":4603},[191],{"categories":4605},[366],{"categories":4607},[130],{"categories":4609},[95],{"categories":4611},[95],{"categories":4613},[98],{"categories":4615},[95],{"categories":4617},[],{"categories":4619},[108],{"categories":4621},[],{"categories":4623},[108],{"categories":4625},[98],{"categories":4627},[89],{"categories":4629},[],{"categories":4631},[168],{"categories":4633},[222],{"categories":4635},[95],{"categories":4637},[108],{"categories":4639},[95],{"categories":4641},[],{"categories":4643},[130],{"categories":4645},[98],{"categories":4647},[108],{"categories":4649},[165],{"categories":4651},[95],{"categories":4653},[98],{"categories":4655},[108],{"categories":4657},[98],{"categories":4659},[130],{"categories":4661},[95],{"categories":4663},[89],{"categories":4665},[130],{"categories":4667},[108],{"categories":4669},[95],{"categories":4671},[165],{"categories":4673},[92],{"categories":4675},[95],{"categories":4677},[95],{"categories":4679},[95],{"categories":4681},[95],{"categories":4683},[95],{"categories":4685},[98],{"categories":4687},[95],{"categories":4689},[98],{"categories":4691},[95],{"categories":4693},[95],{"categories":4695},[89],{"categories":4697},[95],{"categories":4699},[98],{"categories":4701},[98],{"categories":4703},[165],{"categories":4705},[98],{"categories":4707},[98],{"categories":4709},[89],{"categories":4711},[98],{"categories":4713},[165],{"categories":4715},[],{"categories":4717},[95],{"categories":4719},[168],{"categories":4721},[366],{"categories":4723},[95],{"categories":4725},[95],{"categories":4727},[95],{"categories":4729},[108],{"categories":4731},[],{"categories":4733},[98],{"categories":4735},[191],{"categories":4737},[95],{"categories":4739},[130],{"categories":4741},[98],{"categories":4743},[95],{"categories":4745},[191],{"categories":4747},[98],{"categories":4749},[92],{"categories":4751},[92],{"categories":4753},[95],{"categories":4755},[95],{"categories":4757},[95],{"categories":4759},[89],{"categories":4761},[],{"categories":4763},[95],{"categories":4765},[98],{"categories":4767},[98],{"categories":4769},[95],{"categories":4771},[95],{"categories":4773},[95],{"categories":4775},[108],{"categories":4777},[],{"categories":4779},[89],{"categories":4781},[95],{"categories":4783},[95],{"categories":4785},[98],{"categories":4787},[98],{"categories":4789},[],{"categories":4791},[108],{"categories":4793},[108],{"categories":4795},[95],{"categories":4797},[191],{"categories":4799},[165],{"categories":4801},[],{"categories":4803},[95],{"categories":4805},[98],{"categories":4807},[89],{"categories":4809},[95],{"categories":4811},[108],{"categories":4813},[89],{"categories":4815},[130],{"categories":4817},[168],{"categories":4819},[130],{"categories":4821},[98],{"categories":4823},[],{"categories":4825},[130],{"categories":4827},[98],{"categories":4829},[165],{"categories":4831},[168],{"categories":4833},[95],{"categories":4835},[],{"categories":4837},[98],{"categories":4839},[2481],{"categories":4841},[130],{"categories":4843},[108],{"categories":4845},[95],{"categories":4847},[95],{"categories":4849},[92],{"categories":4851},[95],{"categories":4853},[89],{"categories":4855},[1418],{"categories":4857},[222],{"categories":4859},[89],{"categories":4861},[],{"categories":4863},[],{"categories":4865},[130],{"categories":4867},[98],{"categories":4869},[130],{"categories":4871},[],{"categories":4873},[98],{"categories":4875},[98],{"categories":4877},[98],{"categories":4879},[],{"categories":4881},[95],{"categories":4883},[],{"categories":4885},[130],{"categories":4887},[89],{"categories":4889},[165],{"categories":4891},[95],{"categories":4893},[130],{"categories":4895},[95],{"categories":4897},[130],{"categories":4899},[],{"categories":4901},[130],{"categories":4903},[89],{"categories":4905},[366],{"categories":4907},[98],{"categories":4909},[95],{"categories":4911},[],{"categories":4913},[108],{"categories":4915},[98],{"categories":4917},[101],{"categories":4919},[98],{"categories":4921},[89],{"categories":4923},[],{"categories":4925},[],{"categories":4927},[],{"categories":4929},[165],{"categories":4931},[98],{"categories":4933},[95],{"categories":4935},[95],{"categories":4937},[],{"categories":4939},[],{"categories":4941},[],{"categories":4943},[165],{"categories":4945},[95],{"categories":4947},[],{"categories":4949},[98],{"categories":4951},[95],{"categories":4953},[89],{"categories":4955},[],{"categories":4957},[],{"categories":4959},[165],{"categories":4961},[95],{"categories":4963},[130],{"categories":4965},[],{"categories":4967},[191],{"categories":4969},[130],{"categories":4971},[191],{"categories":4973},[168],{"categories":4975},[95],{"categories":4977},[95],{"categories":4979},[],{"categories":4981},[],{"categories":4983},[98],{"categories":4985},[],{"categories":4987},[95],{"categories":4989},[366],{"categories":4991},[95],{"categories":4993},[95],{"categories":4995},[],{"categories":4997},[98],{"categories":4999},[95],{"categories":5001},[95],{"categories":5003},[],{"categories":5005},[98],{"categories":5007},[95],{"categories":5009},[130],{"categories":5011},[95],{"categories":5013},[191],{"categories":5015},[92],{"categories":5017},[95],{"categories":5019},[95],{"categories":5021},[98],{"categories":5023},[168],{"categories":5025},[98],{"categories":5027},[98],{"categories":5029},[],{"categories":5031},[],{"categories":5033},[95],{"categories":5035},[],{"categories":5037},[130],{"categories":5039},[92],{"categories":5041},[],{"categories":5043},[],{"categories":5045},[165],{"categories":5047},[89],{"categories":5049},[],{"categories":5051},[92],{"categories":5053},[191],{"categories":5055},[95],{"categories":5057},[108],{"categories":5059},[89],{"categories":5061},[168],{"categories":5063},[92],{"categories":5065},[108],{"categories":5067},[108],{"categories":5069},[],{"categories":5071},[95],{"categories":5073},[],{"categories":5075},[98],{"categories":5077},[89],{"categories":5079},[165],{"categories":5081},[95],{"categories":5083},[89],{"categories":5085},[98],{"categories":5087},[222],{"categories":5089},[95],{"categories":5091},[95],{"categories":5093},[95],{"categories":5095},[89],{"categories":5097},[168],{"categories":5099},[98],{"categories":5101},[],{"categories":5103},[95],{"categories":5105},[108],{"categories":5107},[130],{"categories":5109},[108],{"categories":5111},[95],{"categories":5113},[101],{"categories":5115},[],{"categories":5117},[165],{"categories":5119},[130],{"categories":5121},[89],{"categories":5123},[98],{"categories":5125},[95],{"categories":5127},[95],{"categories":5129},[98],{"categories":5131},[95],{"categories":5133},[95],{"categories":5135},[92],{"categories":5137},[98],{"categories":5139},[98,222],{"categories":5141},[98],{"categories":5143},[108],{"categories":5145},[95],{"categories":5147},[95],{"categories":5149},[168],{"categories":5151},[98],{"categories":5153},[191],{"categories":5155},[98],{"categories":5157},[92],{"categories":5159},[],{"categories":5161},[98],{"categories":5163},[95],{"categories":5165},[92],{"categories":5167},[],{"categories":5169},[],{"categories":5171},[108],{"categories":5173},[95],{"categories":5175},[98],{"categories":5177},[168],{"categories":5179},[191],{"categories":5181},[95],{"categories":5183},[95],{"categories":5185},[98],{"categories":5187},[],{"categories":5189},[98],{"categories":5191},[130],{"categories":5193},[98],{"categories":5195},[],{"categories":5197},[130],{"categories":5199},[108],{"categories":5201},[2481],{"categories":5203},[89],{"categories":5205},[108],{"categories":5207},[95],{"categories":5209},[98],{"categories":5211},[95],{"categories":5213},[95],{"categories":5215},[191],{"categories":5217},[108],{"categories":5219},[],{"categories":5221},[130],{"categories":5223},[95],{"categories":5225},[],{"categories":5227},[98],{"categories":5229},[95],{"categories":5231},[95],{"categories":5233},[95],{"categories":5235},[98],{"categories":5237},[95],{"categories":5239},[95],{"categories":5241},[101],{"categories":5243},[98],{"categories":5245},[95],{"categories":5247},[95],{"categories":5249},[95],{"categories":5251},[95],{"categories":5253},[95],{"categories":5255},[92],{"categories":5257},[],{"categories":5259},[101],{"categories":5261},[130],{"categories":5263},[98],{"categories":5265},[95],{"categories":5267},[108],{"categories":5269},[],{"categories":5271},[108],{"categories":5273},[108],{"categories":5275},[98],{"categories":5277},[108],{"categories":5279},[95],{"categories":5281},[95],{"categories":5283},[108],{"categories":5285},[95],{"categories":5287},[98],{"categories":5289},[130],{"categories":5291},[95],{"categories":5293},[95],{"categories":5295},[95],{"categories":5297},[92],{"categories":5299},[95],{"categories":5301},[98],{"categories":5303},[165],{"categories":5305},[],{"categories":5307},[95],{"categories":5309},[168],{"categories":5311},[98],{"categories":5313},[95],{"categories":5315},[],{"categories":5317},[95],{"categories":5319},[95],{"categories":5321},[130],{"categories":5323},[95],{"categories":5325},[95],{"categories":5327},[98],{"categories":5329},[191],{"categories":5331},[],{"categories":5333},[],{"categories":5335},[108],{"categories":5337},[130],{"categories":5339},[108],{"categories":5341},[130],{"categories":5343},[95],{"categories":5345},[191],{"categories":5347},[95],{"categories":5349},[89],{"categories":5351},[98],{"categories":5353},[95],{"categories":5355},[98],{"categories":5357},[98],{"categories":5359},[95],{"categories":5361},[92],{"categories":5363},[],{"categories":5365},[168],{"categories":5367},[95],{"categories":5369},[],{"categories":5371},[130],{"categories":5373},[95],{"categories":5375},[168],{"categories":5377},[95],{"categories":5379},[108],{"categories":5381},[108],{"categories":5383},[108],{"categories":5385},[98],{"categories":5387},[98],{"categories":5389},[98],{"categories":5391},[95],{"categories":5393},[165],{"categories":5395},[168],{"categories":5397},[168],{"categories":5399},[],{"categories":5401},[130],{"categories":5403},[95],{"categories":5405},[95],{"categories":5407},[108],{"categories":5409},[],{"categories":5411},[130],{"categories":5413},[130],{"categories":5415},[130],{"categories":5417},[],{"categories":5419},[98],{"categories":5421},[95],{"categories":5423},[],{"categories":5425},[89],{"categories":5427},[92],{"categories":5429},[],{"categories":5431},[95],{"categories":5433},[95],{"categories":5435},[],{"categories":5437},[108],{"categories":5439},[],{"categories":5441},[],{"categories":5443},[],{"categories":5445},[],{"categories":5447},[95],{"categories":5449},[130],{"categories":5451},[],{"categories":5453},[],{"categories":5455},[95],{"categories":5457},[95],{"categories":5459},[95],{"categories":5461},[168],{"categories":5463},[95],{"categories":5465},[168],{"categories":5467},[],{"categories":5469},[168],{"categories":5471},[168],{"categories":5473},[222],{"categories":5475},[98],{"categories":5477},[108],{"categories":5479},[],{"categories":5481},[],{"categories":5483},[168],{"categories":5485},[108],{"categories":5487},[108],{"categories":5489},[108],{"categories":5491},[],{"categories":5493},[89],{"categories":5495},[108],{"categories":5497},[108],{"categories":5499},[89],{"categories":5501},[108],{"categories":5503},[92],{"categories":5505},[108],{"categories":5507},[108],{"categories":5509},[108],{"categories":5511},[168],{"categories":5513},[130],{"categories":5515},[130],{"categories":5517},[95],{"categories":5519},[108],{"categories":5521},[168],{"categories":5523},[222],{"categories":5525},[168],{"categories":5527},[168],{"categories":5529},[168],{"categories":5531},[],{"categories":5533},[92],{"categories":5535},[],{"categories":5537},[222],{"categories":5539},[108],{"categories":5541},[108],{"categories":5543},[108],{"categories":5545},[98],{"categories":5547},[130,92],{"categories":5549},[168],{"categories":5551},[],{"categories":5553},[],{"categories":5555},[168],{"categories":5557},[],{"categories":5559},[168],{"categories":5561},[130],{"categories":5563},[98],{"categories":5565},[],{"categories":5567},[108],{"categories":5569},[95],{"categories":5571},[165],{"categories":5573},[],{"categories":5575},[95],{"categories":5577},[],{"categories":5579},[130],{"categories":5581},[89],{"categories":5583},[168],{"categories":5585},[],{"categories":5587},[108],{"categories":5589},[130],[5591,5654,5745,5860],{"id":5592,"title":5593,"ai":5594,"body":5599,"categories":5627,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":5628,"navigation":67,"path":5640,"published_at":5641,"question":48,"scraped_at":5642,"seo":5643,"sitemap":5644,"source_id":5645,"source_name":5646,"source_type":75,"source_url":5647,"stem":5648,"tags":5649,"thumbnail_url":48,"tldr":5651,"tweet":48,"unknown_tags":5652,"__hash__":5653},"summaries\u002Fsummaries\u002F747448bde07dbcc1-integrating-internal-knowledge-with-cocounsel-the-summary.md","Integrating Internal Knowledge with CoCounsel: The DeepJudge Deal",{"provider":7,"model":8,"input_tokens":5595,"output_tokens":5596,"processing_time_ms":5597,"cost_usd":5598},4330,594,3600,0.0019735,{"type":14,"value":5600,"toc":5622},[5601,5605,5608,5612,5615,5619],[17,5602,5604],{"id":5603},"bridging-internal-knowledge-and-external-authority","Bridging Internal Knowledge and External Authority",[22,5606,5607],{},"Thomson Reuters (TR) has deepened its partnership with DeepJudge to create a unified workflow between a firm’s internal document management system (DMS) and TR’s AI-powered research and drafting tools. The integration allows legal professionals to search internal firm knowledge—such as past agreements or litigation filings—and immediately feed that data into CoCounsel workflows without manual downloading or re-uploading. This enables users to combine internal precedent with external guidance from Practical Law and Westlaw, ensuring that work product is grounded in both firm-specific expertise and authoritative legal research.",[17,5609,5611],{"id":5610},"technical-implementation-and-security","Technical Implementation and Security",[22,5613,5614],{},"The integration is designed to be seamless, utilizing existing user credentials and maintaining established ethical walls and document permissions. By embedding DeepJudge’s search directly into the CoCounsel web application, Westlaw Advantage, and the Practical Law Dynamic Tool Set, TR aims to reduce friction in the research process. Future development plans include deeper integration via the Model Context Protocol (MCP), which is intended to further enhance the interoperability of these systems while maintaining the core requirements of trust, transparency, and verifiability.",[17,5616,5618],{"id":5617},"balancing-token-efficiency-with-output-quality","Balancing Token Efficiency with Output Quality",[22,5620,5621],{},"As agentic AI workflows increase token consumption across the industry, TR is focusing on outcome quality rather than simple cost minimization. According to CTO Joel Hron, the strategy is to optimize the context provided to the AI. By using DeepJudge to surface highly relevant organizational knowledge, the system can ground its reasoning more effectively, which improves accuracy and ensures that token usage is directed toward high-quality, reliable results that lawyers can stand behind.",{"title":40,"searchDepth":41,"depth":41,"links":5623},[5624,5625,5626],{"id":5603,"depth":41,"text":5604},{"id":5610,"depth":41,"text":5611},{"id":5617,"depth":41,"text":5618},[1418],{"content_references":5629,"triage":5638},[5630,5632,5634,5636],{"type":54,"title":5631,"context":57},"CoCounsel",{"type":54,"title":5633,"context":57},"DeepJudge",{"type":54,"title":5635,"context":57},"Westlaw Advantage",{"type":54,"title":5637,"context":57},"Practical Law Dynamic Tool Set",{"relevance":63,"novelty":64,"quality":64,"actionability":64,"composite":65,"reasoning":5639},"Category: Law-Firm Practice & Adoption. The article discusses the integration of DeepJudge with CoCounsel, which directly addresses the pain points of legal professionals in managing internal knowledge and improving research workflows. It provides insights into the technical implementation and security measures, making it actionable for firms looking to adopt such tools.","\u002Fsummaries\u002F747448bde07dbcc1-integrating-internal-knowledge-with-cocounsel-the-summary","2026-06-23 07:19:06","2026-06-29 14:52:26",{"title":5593,"description":40},{"loc":5640},"747448bde07dbcc1","Artificial Lawyer","https:\u002F\u002Fwww.artificiallawyer.com\u002F2026\u002F06\u002F23\u002Fthomson-reuters-cto-joel-hron-on-the-deepjudge-deal\u002F","summaries\u002F747448bde07dbcc1-integrating-internal-knowledge-with-cocounsel-the-summary",[79,81,5650,82],"research-tools","Thomson Reuters has integrated DeepJudge’s search capabilities directly into CoCounsel, allowing lawyers to synthesize internal firm documents with external legal authority while maintaining existing security and ethical walls.",[],"Iw_3L7iWETUXnBzkYDp1iCgQi_USTiDMG2eCxkOzbNM",{"id":5655,"title":5656,"ai":5657,"body":5662,"categories":5716,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":5717,"navigation":67,"path":5731,"published_at":5732,"question":48,"scraped_at":5733,"seo":5734,"sitemap":5735,"source_id":5736,"source_name":74,"source_type":75,"source_url":5737,"stem":5738,"tags":5739,"thumbnail_url":48,"tldr":5742,"tweet":48,"unknown_tags":5743,"__hash__":5744},"summaries\u002Fsummaries\u002F097f187a84e92644-abstract-expands-legislative-intelligence-into-age-summary.md","Abstract Expands Legislative Intelligence into Agentic Workflow Automation",{"provider":7,"model":8,"input_tokens":5658,"output_tokens":5659,"processing_time_ms":5660,"cost_usd":5661},3997,680,3716,0.00201925,{"type":14,"value":5663,"toc":5711},[5664,5668,5671,5675,5678,5681,5704,5708],[17,5665,5667],{"id":5666},"from-information-monitoring-to-agentic-execution","From Information Monitoring to Agentic Execution",[22,5669,5670],{},"Abstract, a startup previously focused on legislative and regulatory monitoring, has expanded its platform to include 'Abstract Workers.' While the company's initial value proposition centered on identifying relevant legislative changes—even when those changes do not explicitly name a client's industry—the new service addresses the subsequent operational burden. By shifting from a dashboard-centric model to an agentic one, Abstract aims to automate the repetitive administrative tasks that follow a regulatory alert, such as prioritizing data, drafting internal communications, and updating tracking systems.",[17,5672,5674],{"id":5673},"managed-deployment-and-workflow-integration","Managed Deployment and Workflow Integration",[22,5676,5677],{},"Unlike self-service automation platforms that require users to build and maintain their own workflows, Abstract manages the end-to-end lifecycle of its AI agents. The company handles the setup, testing, deployment, and optimization of each 'Worker' in consultation with the client. These agents are designed to be 'deterministic' and integrate directly into existing enterprise environments, including Microsoft 365, Google Workspace, Slack, and Adobe.",[22,5679,5680],{},"Beyond legislative monitoring, the platform has expanded into broader legal and back-office automation. Current production use cases include:",[5682,5683,5684,5692,5698],"ul",{},[5685,5686,5687,5691],"li",{},[5688,5689,5690],"strong",{},"Policy & Compliance:"," Scanning 50-state legislation, drafting briefings, and generating branded newsletters.",[5685,5693,5694,5697],{},[5688,5695,5696],{},"Matter & Financial Management:"," Auto-filing client emails into Clio, monitoring accounts receivable in QuickBooks, and managing invoice escalation.",[5685,5699,5700,5703],{},[5688,5701,5702],{},"Document Operations:"," Automating document filing based on naming conventions and performing redlining against custom rulesets within cloud storage environments like SharePoint and OneDrive.",[17,5705,5707],{"id":5706},"data-driven-contextual-intelligence","Data-Driven Contextual Intelligence",[22,5709,5710],{},"Abstract differentiates its agents by leveraging its proprietary legislative and regulatory data infrastructure. By grounding its agents in this specialized data layer, the company claims its tools operate with higher context than general-purpose automation platforms. The service launches with a pre-built library of workflows tailored for government affairs, legal, compliance, and finance teams, with pricing structured based on individual or enterprise usage and complexity.",{"title":40,"searchDepth":41,"depth":41,"links":5712},[5713,5714,5715],{"id":5666,"depth":41,"text":5667},{"id":5673,"depth":41,"text":5674},{"id":5706,"depth":41,"text":5707},[47],{"content_references":5718,"triage":5727},[5719,5722],{"type":54,"title":5720,"url":5721,"context":57},"Abstract","https:\u002F\u002Fabstract.us\u002F",{"type":5723,"title":5724,"url":5725,"context":5726},"other","Abstract brings AI-powered legislative intelligence to law firms and corporate legal teams","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F04\u002Fabstract-brings-ai-powered-legislative-intelligence-to-law-firms-and-corporate-legal-teams.html","cited",{"relevance":64,"novelty":5728,"quality":64,"actionability":5728,"composite":5729,"reasoning":5730},3,3.6,"Category: Law-Firm Practice & Adoption. The article discusses a new AI tool that automates workflows in legal practice, addressing pain points related to operational burdens after regulatory alerts. It provides specific examples of use cases, which adds practical relevance, though it lacks detailed implementation guidance.","\u002Fsummaries\u002F097f187a84e92644-abstract-expands-legislative-intelligence-into-age-summary","2026-06-24 13:19:41","2026-06-29 14:52:28",{"title":5656,"description":40},{"loc":5731},"097f187a84e92644","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F06\u002Fabstract-extends-its-legislative-intelligence-into-agentic-workflow-automation-with-launch-of-abstract-workers.html","summaries\u002F097f187a84e92644-abstract-expands-legislative-intelligence-into-age-summary",[79,5740,81,5741],"practice","vendor","Abstract has launched 'Abstract Workers,' a service that deploys AI agents to automate post-alert workflows—such as drafting reports, updating trackers, and managing back-office tasks—directly within existing enterprise software.",[],"BsKfCrrdw_QubM_-ShOFRLMFYkCwjmMTruSVdPuxrVE",{"id":5746,"title":5747,"ai":5748,"body":5753,"categories":5837,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":5838,"navigation":67,"path":5849,"published_at":5850,"question":48,"scraped_at":5733,"seo":5851,"sitemap":5852,"source_id":5853,"source_name":74,"source_type":75,"source_url":5854,"stem":5855,"tags":5856,"thumbnail_url":48,"tldr":5857,"tweet":48,"unknown_tags":5858,"__hash__":5859},"summaries\u002Fsummaries\u002Faa7ad7754e1f1bee-thomson-reuters-ceo-on-cocounsel-fiduciary-ai-and-summary.md","Thomson Reuters CEO on CoCounsel, Fiduciary AI, and Firm Strategy",{"provider":7,"model":8,"input_tokens":5749,"output_tokens":5750,"processing_time_ms":5751,"cost_usd":5752},7732,829,4672,0.0031765,{"type":14,"value":5754,"toc":5832},[5755,5759,5762,5765,5785,5789,5797,5811,5815,5818],[17,5756,5758],{"id":5757},"the-shift-to-fiduciary-grade-ai","The Shift to 'Fiduciary-Grade' AI",[22,5760,5761],{},"Thomson Reuters is positioning its next-generation CoCounsel as 'fiduciary-grade' AI, a standard intended to distinguish it from frontier models that lack domain-specific grounding. According to CEO Steve Hasker, the primary cause of AI hallucinations in legal practice is the reliance on general-purpose models without native access to authoritative legal content (e.g., Westlaw, Practical Law) or the oversight of attorney-editors.",[22,5763,5764],{},"Key differentiators for this approach include:",[5682,5766,5767,5773,5779],{},[5685,5768,5769,5772],{},[5688,5770,5771],{},"Transparency:"," The tool provides step-by-step reasoning and direct citations for every conclusion, moving away from 'black box' outputs.",[5685,5774,5775,5778],{},[5688,5776,5777],{},"Data Governance:"," A commitment that customer inputs are not used to train the underlying models, contrasting with common Silicon Valley practices.",[5685,5780,5781,5784],{},[5688,5782,5783],{},"Human-in-the-Loop Support:"," Users can consult reference attorneys who can replicate queries to explain the AI's logic, a feature designed to support the apprenticeship model for junior lawyers.",[17,5786,5788],{"id":5787},"operationalizing-ai-beyond-experimentation","Operationalizing AI Beyond Experimentation",[22,5790,5791,5792,5796],{},"Drawing from the ",[5793,5794,5795],"em",{},"Future of Professionals Report 2026",", Hasker notes a widening gap between AI adoption and realized value. While many firms are experimenting with various tools, few have successfully re-engineered their workflows.",[5682,5798,5799,5805],{},[5685,5800,5801,5804],{},[5688,5802,5803],{},"The Change Management Lag:"," Hasker cites a managing partner who observed that tools are currently '18 months ahead of change management.' Firms that are successfully operationalizing AI are moving away from 'let's see what happens' approaches toward practice-specific workflow integration—redefining how associates interact with AI-generated drafts and how performance is measured.",[5685,5806,5807,5810],{},[5688,5808,5809],{},"Client Assertiveness:"," Corporate counsel are becoming more assertive, consolidating their outside counsel panels and demanding that firms demonstrate how AI is improving turnaround times, quality, and cost-efficiency. Clients are increasingly unwilling to pay for work that could be produced more efficiently via AI.",[17,5812,5814],{"id":5813},"the-future-of-the-legal-business-model","The Future of the Legal Business Model",[22,5816,5817],{},"Despite concerns that AI might diminish the need for human lawyers, Hasker maintains an optimistic outlook. He suggests that AI will likely increase the total demand for legal services, similar to past technological shifts.",[5682,5819,5820,5826],{},[5685,5821,5822,5825],{},[5688,5823,5824],{},"Firm Evolution:"," The winning firms will be those that use technology to augment their best people rather than attempting to become software-development firms themselves.",[5685,5827,5828,5831],{},[5688,5829,5830],{},"Economic Shift:"," While the P&L of law firms may shift—with higher tech budgets and lower relative costs for labor and real estate—the core value remains in the human-client relationship. AI may initially serve to improve work-life balance for overworked attorneys by enabling them to reach accurate conclusions in minutes rather than hours.",{"title":40,"searchDepth":41,"depth":41,"links":5833},[5834,5835,5836],{"id":5757,"depth":41,"text":5758},{"id":5787,"depth":41,"text":5788},{"id":5813,"depth":41,"text":5814},[47],{"content_references":5839,"triage":5846},[5840,5843,5845],{"type":5841,"title":5795,"author":5842,"context":5726},"report","Thomson Reuters",{"type":54,"title":5631,"author":5842,"context":5844},"reviewed",{"type":54,"title":5635,"author":5842,"context":57},{"relevance":63,"novelty":64,"quality":64,"actionability":5728,"composite":5847,"reasoning":5848},4.15,"Category: Legal AI Tools. The article discusses Thomson Reuters' approach to developing 'fiduciary-grade' AI, addressing a core concern about AI hallucinations in legal practice, which is a significant pain point for practitioners. It provides insights into operationalizing AI in law firms, although it lacks specific actionable steps for implementation.","\u002Fsummaries\u002Faa7ad7754e1f1bee-thomson-reuters-ceo-on-cocounsel-fiduciary-ai-and-summary","2026-06-23 16:39:14",{"title":5747,"description":40},{"loc":5849},"aa7ad7754e1f1bee","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F06\u002Fthomson-reuters-ceo-steve-hasker-on-the-next-generation-of-cocounsel-the-future-of-professionals-report-and-why-tr-is-building-its-own-llm.html","summaries\u002Faa7ad7754e1f1bee-thomson-reuters-ceo-on-cocounsel-fiduciary-ai-and-summary",[79,82,5740,5741],"Thomson Reuters CEO Steve Hasker argues that legal AI must be 'fiduciary-grade'—grounded in authoritative content and expert-trained agents—to avoid hallucinations, while warning that firms must move beyond experimentation to re-engineer workflows.",[],"hnQ6eThrJ_G6aFY-UzIKw8OCaybIBOuIGZ7ahjExWfE",{"id":5861,"title":5862,"ai":5863,"body":5868,"categories":5942,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":5943,"navigation":67,"path":5954,"published_at":5955,"question":48,"scraped_at":70,"seo":5956,"sitemap":5957,"source_id":5958,"source_name":74,"source_type":75,"source_url":5959,"stem":5960,"tags":5961,"thumbnail_url":48,"tldr":5962,"tweet":48,"unknown_tags":5963,"__hash__":5964},"summaries\u002Fsummaries\u002F4b710932baa4bb13-thomson-reuters-transitions-cocounsel-to-agentic-l-summary.md","Thomson Reuters Transitions CoCounsel to Agentic Legal Workflow",{"provider":7,"model":8,"input_tokens":5864,"output_tokens":5865,"processing_time_ms":5866,"cost_usd":5867},4706,757,4440,0.002312,{"type":14,"value":5869,"toc":5937},[5870,5874,5877,5881,5884,5904,5907,5911,5914,5934],[17,5871,5873],{"id":5872},"from-task-based-skills-to-agentic-collaboration","From Task-Based Skills to Agentic Collaboration",[22,5875,5876],{},"Thomson Reuters has fundamentally re-engineered CoCounsel Legal, moving away from the original 2023 model of discrete, user-selected \"skills\" toward an agentic architecture. Built on Anthropic’s Claude Agent SDK, the new system functions as a digital colleague rather than a software tool. Users describe a matter in plain language, and the system generates a comprehensive plan, executes legal research using Westlaw and Practical Law, drafts work product with traceable citations, and adapts to new information as the matter evolves. This shift aims to provide a single, iterable work product rather than a series of piecemeal answers.",[17,5878,5880],{"id":5879},"the-fiduciary-grade-standard","The 'Fiduciary-Grade' Standard",[22,5882,5883],{},"Central to this release is the company's \"fiduciary-grade AI\" framework, designed to meet the rigorous standards of professional practice. Thomson Reuters emphasizes three pillars for this standard:",[5682,5885,5886,5892,5898],{},[5685,5887,5888,5891],{},[5688,5889,5890],{},"Grounded Reasoning:"," The system anchors outputs in authoritative content from the initial reasoning step rather than performing post-hoc verification.",[5685,5893,5894,5897],{},[5688,5895,5896],{},"Traceability:"," Every citation is linked to its source, and the system’s reasoning process is inspectable by the user.",[5685,5899,5900,5903],{},[5688,5901,5902],{},"Data Integrity:"," The company maintains that confidential client data is not used to train third-party models.",[22,5905,5906],{},"This strategy positions CoCounsel as an \"agentic operating system\" intended to integrate into existing professional workflows. The company is actively pursuing interoperability through APIs and the Model Context Protocol (MCP), with planned integrations for platforms including Microsoft 365, iManage, NetDocuments, and HighQ.",[17,5908,5910],{"id":5909},"early-access-and-future-capabilities","Early Access and Future Capabilities",[22,5912,5913],{},"Beginning in August 2026, the new experience will be available to U.S. customers via a toggle, allowing them to switch between the legacy and agentic interfaces. Three core features are currently in development or rollout:",[5682,5915,5916,5922,5928],{},[5685,5917,5918,5921],{},[5688,5919,5920],{},"Workspaces:"," A persistent environment that maintains documents, precedents, and prior positions across sessions and team members.",[5685,5923,5924,5927],{},[5688,5925,5926],{},"Brief Builder:"," An agentic drafting tool specifically for motions and briefs that includes automated issue spotting and citation verification.",[5685,5929,5930,5933],{},[5688,5931,5932],{},"Organizational Intelligence:"," A layer that allows firms to encode their own institutional expertise into the system to ensure consistency across matters.",[22,5935,5936],{},"Beta testers reported high adoption rates across practice areas, noting that the tool's utility extended beyond traditional litigation into transactional and specialist work, such as employee benefits.",{"title":40,"searchDepth":41,"depth":41,"links":5938},[5939,5940,5941],{"id":5872,"depth":41,"text":5873},{"id":5879,"depth":41,"text":5880},{"id":5909,"depth":41,"text":5910},[47],{"content_references":5944,"triage":5952},[5945,5948,5950],{"type":54,"title":5946,"url":5947,"context":57},"CoCounsel Legal","https:\u002F\u002Flegal.thomsonreuters.com\u002Fen\u002Fproducts\u002Fcocounsel-legal",{"type":54,"title":5949,"context":57},"Claude Agent SDK",{"type":5723,"title":5951,"context":57},"Model Context Protocol",{"relevance":63,"novelty":64,"quality":64,"actionability":64,"composite":65,"reasoning":5953},"Category: Legal AI Tools. The article discusses Thomson Reuters' CoCounsel Legal platform, which directly relates to legal AI tools and addresses the audience's interest in AI's role in legal workflows. It presents new insights into the platform's shift to an agentic model and its implications for legal practice, while also providing actionable information about upcoming features and standards.","\u002Fsummaries\u002F4b710932baa4bb13-thomson-reuters-transitions-cocounsel-to-agentic-l-summary","2026-06-22 16:04:39",{"title":5862,"description":40},{"loc":5954},"4b710932baa4bb13","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F06\u002Fthomson-reuters-opens-early-access-to-the-next-generation-of-cocounsel-legal-saying-beta-users-fing-loved-the-product.html","summaries\u002F4b710932baa4bb13-thomson-reuters-transitions-cocounsel-to-agentic-l-summary",[79,5650,82,5740],"Thomson Reuters is shifting its CoCounsel Legal platform from task-based 'skills' to an agentic model, allowing users to manage entire legal matters through an iterative, verifiable, and collaborative workspace.",[],"drI03mgn9XJXEybiv08nzIwIO7SSdzAkQVUjTXw1JmE"]