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Competence-Based Evaluation of Logical Reasoning in Large Language Models

## Episode Summary In this episode, we cover: - **Competence-Based Evaluation of Logical Reasoning in Large Language Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.22894) - **HERA: Harness-Environment Co-Evolution for Reliable Agentic Abstention** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.06563) - **OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory** (arXiv) - [Read more](http://arxiv.org/abs/2610.26860v1) - **Training Reasoning Models to Generate Diverse Scientific Ideas** (Hugging Face Daily) - [Read…

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