FIELD NOTES TOPIC
verified reasoning
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Evidence-Grounded Verified Agentic Reasoning: A Path Toward Eliminating LLM Hallucination in Empirical Inference via Tool-Attested Kernel Proofs
Junyu Ren presents EG-VAR (Evidence-Grounded Verified Agentic Reasoning), a tool-calling architecture that aims to make empirical reasoning in large language models (LLMs) more trustworthy and auditable. The system…
