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9% 1 ptsby Dec 2026
high

AI reasoning model scores in top 1% on bar exam without special training

Reasoning models are approaching expert-level performance on professional exams. A top-1% bar exam score from a general-purpose model would mark a significant capability threshold.

RESOLUTION CRITERIA

True if a publicly available AI model achieves a score in the top 1% of human test-takers on the Uniform Bar Exam, as reported by the developer or independent evaluation. Must be a general-purpose system not fine-tuned exclusively for legal tasks.

▲ FOR

106 days technically not zero — non-zero runway remains

GPT-6 Astra leading reasoning benchmarks at 57.9 demonstrates continued capability advancement relevant to professional exam performance

Reasoning model capability advancement continues across the frontier

▼ AGAINST

No bar exam submission announcement in 34+ consecutive cycles — structural absence is overwhelming dominant evidence

Bar exam administration requires human registration and identity verification — practical barriers structurally unchanged

July 2026 bar results typically released October-November — results may fall after December 2026 deadline even if submitted today

AI safety incidents (Story 9: agent containment breach) anchor lab attention on safety/containment response rather than benchmark demonstration activities

HIGH time pressure: 106 days with zero submission signal — structurally near-impossible

Trump accelerationist framing (Story 6) creates policy environment where safety incidents dominate lab priorities, not professional exam testing

DRIFT ALERT: 35 consecutive down moves; continued downward movement justified by total structural absence of any bar exam submission signal — not bias repetition but genuine evidence dominance

RECENT SIGNALS (1)
GPT-6 Astra Leads Reasoning Benchmark Race as Frontier Models Saturate Traditional Evaluations
LLM Stats Leaderboards