Geometry of Divergence: Tracking Hidden-State Trajectories for Adaptive Multi-Turn Reasoning
尚未评估计划受阻研究发现claim-variance-slope-separability
Correct episodes exhibit higher variance slopes beta_t than incorrect episodes across all six task-LLM pairings. Separability is statistically significant (p < .001) for Math (Llama-3.1-8B), Code (Qwen3-14B), Retail (Qwen3-14B), and Retail (Qwen3-32B), but not statistically significant for Airline (Qwen3-14B, p=0.30; Qwen3-32B, p=0.057).
来源:paper:Page 4, Section 4.3, Paragraph 'Correct episodes exhibit higher variance slopes than incorrect episodes' and Figure 2(b)
报告指标与观测值
mann_whitney_u_p_value
meas-pvalue-variance-slope-airline-14b
论文报告 0.3 scalar
实际观测 — scalar
mann_whitney_u_p_value
meas-pvalue-variance-slope-airline-32b
论文报告 0.057 scalar
实际观测 — scalar
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