Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning
## Episode Summary In this episode, we cover: - **Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning** (arXiv) - [Read more](http://arxiv.org/abs/2610.31667v1) - **Different Tasks, Different Timesteps: Temporal Task-Aware Quantization for Diffusion Language Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.31198) - **Agent Mosaic: Recognizing Confidentiality Leaks in Agentic LLM Systems** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.30418) - **Realism VS Accuracy: Event Sequence…
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