Theoria: Rewrite-Acceptability Verification over Informal Reasoning States episode artwork

EPISODE · Jul 2, 2026

Theoria: Rewrite-Acceptability Verification over Informal Reasoning States

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## Episode Summary In this episode, we cover: - **Theoria: Rewrite-Acceptability Verification over Informal Reasoning States** (arXiv) - [Read more](http://arxiv.org/abs/2607.01223v1) - **Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents?** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.01211) - **PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.28322) - **HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.31179) - **SciIR: A Large-scale Training Dataset and Benchmark for Scientific Image Reasoning Generation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.30124) --- *Sponsored by LimitLess AI*

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