Visual Tokens on Demand: Visual Budgeting for Scalable and Efficient Multi-Image Reasoning in Multimodal LLMs
## Episode Summary In this episode, we cover: - **Visual Tokens on Demand: Visual Budgeting for Scalable and Efficient Multi-Image Reasoning in Multimodal LLMs** (arXiv) - [Read more](http://arxiv.org/abs/2610.18858v1) - **Can an Agent Learn to Predict Its Own Failure? Outcome-Grounded Confidence Calibration in LLM Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.18614) - **Hybrid Reasoning Agents** (arXiv) - [Read more](http://arxiv.org/abs/2610.18861v1) - **Beyond the Verdict: Agentic Code Judging with Verifiable Feedback** (Hugging Face Daily) - [Read…
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