#chain-of-thought
5 briefs tagged #chain-of-thought.
Research
SymDiag targets explainable diagnosis of LLM reasoning
The arXiv paper proposes neuro-symbolic checks to locate failures in chain-of-thought reasoning.
arXiv cs.AI+1 outlet·Aug 11
Research
Researchers report jailbreak for encrypted reasoning traces
The paper says interchangeable encrypted trace blocks can expose proprietary model reasoning.
arXiv cs.AI+1 outlet·Aug 11
Research
UniME-R1 targets retrieval failures in multimodal search
The framework uses hard negatives to generate retrieval-focused reasoning for LVLM-based retrievers.
HF Daily Papers·Aug 6
Research
Researchers target trajectory bias in driving VLMs
The paper proposes AD-MCQ and DEFT-RLVR to make autonomous-driving reasoning more verifiable.
arXiv cs.AI+1 outlet·Aug 4
Research
Researchers probe latent reasoning in language models
New arXiv papers test whether continuous hidden-state reasoning can improve LLM reasoning and agent collaboration.
arXiv cs.AI+1 outlet·Aug 4