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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