AIM-Intelligence/fluid-reasoning-representation-phase1

该数据集是《Fluid Reasoning Representation》（Hook等人）论文针对ARR 2026反驳的Phase 1成果。它扩展了原始的QwQ x Mystery Blocksworld研究，包括：第二个大型推理模型（Llama-3.3-Nemotron-Super-49B-v1）、两个新领域（Mystery Logistics，即带有混淆动作/谓词词汇的PDDL Logistics；以及GSM8K-Renamed，即带有表面名词和动词混淆的数学文字问题）和在6个（模型，领域）单元上的C3因果导向传递（在导向层使用干净质心替换与消融对比）。数据集包含多个单元格的跟踪数据，用于分析推理表示。Phase 1 artifacts for the ARR 2026 rebuttal of *Fluid Reasoning Representation* (Hook et al.). This dataset extends the original QwQ x Mystery Blocksworld study with: a second large reasoning model (Llama-3.3-Nemotron-Super-49B-v1), two new domains (Mystery Logistics, which is PDDL Logistics with obfuscated action/predicate vocabulary, and GSM8K-Renamed, math word problems with surface noun + verb obfuscation), and C3 causal steering pass (clean-centroid REPLACE vs ABLATE at the steering layer) on 6 (model, domain) cells. It includes trace data across multiple cells for analyzing reasoning representations.