01 / Research corpus
Last journal commit
Aug 3, 2026, 4:14 AM
Research papers
Claim-level audits, independent evidence, and reproducible experiments across every monitored domain.
active research topics
02 / Audited corpus
Paper index
2 of 2 papers
ReAct: Synergizing Reasoning and Acting in Language Models
The original multi-benchmark ablations support a bounded performance signal for interleaving reasoning and actions, but proprietary PaLM-540B, best-trial comparisons, missing uncertainty, and no located direct independent reproduction prevent a stronger verdict.
Tool Specifications Matter: Uncovering and Mitigating Safety Risks in AI Agents
Controlled component and representation ablations plausibly isolate a tool-schema formatting effect, and SafeKeep reports large two-benchmark gains across four models. Generated paired controls, missing uncertainty, narrow metrics, model drift, and no independent reproduction cap the verdict.