every number we have ever published, in one place. nothing curated. nothing deleted. corrections never overwrite — they append.
0114 d agofinding the law · anthropic_claude-fable-5-growth30-citefix + citation library98%found 115 of 118 grounds a specialist would raise. misused legal authority in 27 of 30 cases.
0214 d agofinding the law · anthropic_claude-fable-5-growth30-citefix + citation library98%found 116 of 118 grounds a specialist would raise. misused legal authority in 16 of 30 cases.
0314 d agofinding the law · deepseek_deepseek-v4-pro-growth30-growth30-traps2 + citation library91%found 107 of 118 grounds a specialist would raise. misused legal authority in 12 of 30 cases.
0414 d agofinding the law · deepseek_deepseek-v4-pro-growth30-growth30-mid + citation library88%found 104 of 118 grounds a specialist would raise. misused legal authority in 10 of 30 cases.
0523 d agofinding the law · sonder (8B, local) + citation library + revise loop71%found 84 of 118 grounds a specialist would raise. misused legal authority in 25 of 30 cases.
0623 d agofinding the law · sonder (8B, local) + citation library71%found 84 of 118 grounds a specialist would raise. misused legal authority in 30 of 30 cases.
0723 d agofinding the law · sonder-qwen3-8b-growth30 + citation library70%found 82 of 118 grounds a specialist would raise. misused legal authority in 30 of 30 cases.
0850 d agofinding the law · anthropic_claude-fable-5-growth30-mech + citation library98%found 115 of 118 grounds a specialist would raise. misused legal authority in 6 of 30 cases.
0950 d agofinding the law · anthropic_claude-fable-5-growth30-growth30 + citation library78%found 28 of 36 grounds a specialist would raise. misused legal authority in 7 of 9 cases.
1051 d agofinding the law · anthropic_claude-fable-5-denial-cases-v0-teacher-v7 + citation library100%found 151 of 151 grounds a specialist would raise. misused legal authority in 24 of 50 cases.
1151 d agofinding the law · anthropic_claude-fable-5-denial-cases-v0-teacher-v7 + citation library98%found 148 of 151 grounds a specialist would raise. misused legal authority in 19 of 50 cases.
1252 d agofinding the law · sonder (8B, local) + citation library80%found 120 of 151 grounds a specialist would raise. misused legal authority in 47 of 50 cases.
1352 d agofinding the law · mlx_mlx-community_Qwen3-8B-4bit-sample10-iter55-s10 + citation library70%found 21 of 30 grounds a specialist would raise. misused legal authority in 9 of 10 cases.
1452 d agofinding the law · mlx_mlx-community_Qwen3-8B-4bit-held_out_cases-ft-holdout + citation library71%found 105 of 148 grounds a specialist would raise. misused legal authority in 43 of 49 cases.
1552 d agofinding the law · mlx_mlx-community_Qwen3-8B-4bit-ft + citation library70%found 105 of 151 grounds a specialist would raise. misused legal authority in 46 of 50 cases.
1652 d agofinding the law · anthropic_claude-fable-5-eval100v5 + citation library100%found 151 of 151 grounds a specialist would raise. misused legal authority in 18 of 50 cases.
1752 d agofinding the law · anthropic_claude-fable-5-eval100v4 + citation library99%found 149 of 151 grounds a specialist would raise. misused legal authority in 24 of 50 cases.
1852 d agofinding the law · anthropic_claude-fable-5-eval100v3 + citation library99%found 149 of 151 grounds a specialist would raise. misused legal authority in 25 of 50 cases.
1952 d agofinding the law · sonder-qwen3-8b-prompts + citation library76%found 114 of 151 grounds a specialist would raise. misused legal authority in 44 of 50 cases.
2052 d agofinding the law · anthropic_claude-fable-5-eval100v2 + citation library99%found 149 of 151 grounds a specialist would raise. misused legal authority in 19 of 50 cases.
2152 d agofinding the law · anthropic_claude-fable-5-eval100 + citation library98%found 148 of 151 grounds a specialist would raise. misused legal authority in 13 of 50 cases.
2252 d agofinding the law · sonder (8B, local) + citation library + revise loop82%found 124 of 151 grounds a specialist would raise. misused legal authority in 31 of 50 cases.
2352 d agofinding the law · sonder (30B, local) + citation library74%found 111 of 151 grounds a specialist would raise. misused legal authority in 40 of 50 cases.
2452 d agofinding the law · sonder (30B, local) + citation library72%found 109 of 151 grounds a specialist would raise. misused legal authority in 26 of 50 cases.
2553 d agofinding the law · sonder (30B, local) + citation library + revise loop72%found 108 of 151 grounds a specialist would raise. misused legal authority in 35 of 50 cases.
2653 d agofinding the law · claude fable + citation library98%found 148 of 151 grounds a specialist would raise. misused legal authority in 17 of 50 cases.
2753 d agofinding the law · sonder (30B, local) + citation library + revise loop64%found 97 of 151 grounds a specialist would raise. misused legal authority in 36 of 50 cases.
2853 d agofinding the law · kimi k2 (1T, API) + citation library + revise loop70%found 106 of 151 grounds a specialist would raise. misused legal authority in 14 of 50 cases.
2953 d agofinding the law · claude fable + citation library + revise loop90%found 136 of 151 grounds a specialist would raise. misused legal authority in 11 of 50 cases.
3053 d agofinding the law · gpt-5.5 + citation library + revise loop87%found 131 of 151 grounds a specialist would raise. misused legal authority in 8 of 50 cases.
3153 d agofinding the law · kimi k2 (1T, API) + citation library66%found 99 of 151 grounds a specialist would raise. misused legal authority in 27 of 50 cases.
3253 d agofinding the law · gpt-5.5 + citation library72%found 108 of 151 grounds a specialist would raise. misused legal authority in 4 of 50 cases.
3353 d agofinding the law · gpt-5.6 + citation library90%found 136 of 151 grounds a specialist would raise. misused legal authority in 2 of 50 cases.
3453 d agofinding the law · kimi k2.7 (API)69%found 104 of 151 grounds a specialist would raise. misused legal authority in 37 of 50 cases.
3554 d agoreading denials · sonder (30B, local)94%given 50 denial letters, the model named the real reason for denial in 47. on the letters written to disguise it, 80%.
3654 d agoreading denials · sonder (8B, local)96%given 50 denial letters, the model named the real reason for denial in 48. on the letters written to disguise it, 80%.
3754 d agoreading denials · kimi k2.7 (API)94%given 50 denial letters, the model named the real reason for denial in 47. on the letters written to disguise it, 80%.
38103 d agofinding the law · deepseek_deepseek-v4-pro87%found 131 of 151 grounds a specialist would raise. misused legal authority in 11 of 50 cases.
39103 d agofinding the law · sonder (8B, local)76%found 114 of 151 grounds a specialist would raise. misused legal authority in 35 of 50 cases.
40103 d agofinding the law · claude fable16%found 24 of 151 grounds a specialist would raise. misused legal authority in 0 of 50 cases.
41103 d agofinding the law · gpt-5.593%found 141 of 151 grounds a specialist would raise. misused legal authority in 2 of 50 cases.
42103 d agofinding the law · sonder (8B, local) + citation library + operational-grounds prompt70%found 106 of 151 grounds a specialist would raise. misused legal authority in 28 of 50 cases.
43104 d agofinding the law · gpt-5.5 + citation library + operational-grounds prompt91%found 137 of 151 grounds a specialist would raise. misused legal authority in 1 of 50 cases.
44104 d agodrafting appeals · sonder (8B, local)254 flaggedthe verifier read 50 complete appeal letters and flagged 254 unsupported claims. it does not catch a real provision cited for a proposition it does not hold.
45104 d agodrafting appeals · kimi k2 (1T, API)281 flaggedthe verifier read 50 complete appeal letters and flagged 281 unsupported claims. it does not catch a real provision cited for a proposition it does not hold.
46105 d agofinding the law · sonder (8B, local)63%found 95 of 151 grounds a specialist would raise. misused legal authority in 44 of 50 cases.
47105 d agofinding the law · kimi k2 (1T, API)74%found 112 of 151 grounds a specialist would raise. misused legal authority in 47 of 50 cases.
48105 d agoreading denials · kimi k2 (1T, API)98%given 50 denial letters, the model named the real reason for denial in 49. on the letters written to disguise it, 90%.
every entry above ran on real denial letters. the raw transcripts stay private — but the numbers, the models, the dates, and the methods are yours to check.