IF-MAP: Influence-Function-Inspired Agent Prioritization in Multi-Agent Systems
## Episode Summary
In this episode, we cover:
- **IF-MAP: Influence-Function-Inspired Agent Prioritization in Multi-Agent Systems** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.24383)
- **Diffusion Language Models Change Speed Across Tasks and Languages** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.25835)
- **EpiSEM-Bench: Evaluating Safety and Evidence Recovery in LLM Agents under Missing Evidence** (arXiv)
- [Read more](http://arxiv.org/abs/2610.31650v1)
- **FilmFlow: Agentic System for 3D Virtual Film Cinematography** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.30753)
- **METTA: Memory-Enhanced Test-Time Adaptation for Meta-Reinforcement Learning** (arXiv)
- [Read more](http://arxiv.org/abs/2610.31656v1)
---
*Sponsored by Ada, Ago Consulting, and Zen Semiconductor*
22 Oct 2026
ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination
## Episode Summary
In this episode, we cover:
- **ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.29934)
- **DiffResearch: Accelerating Deep Research with Diffusion Language Models** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.28909)
- **Looped Uniform Diffusion Language Models** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.30066)
- **Did the Problem Actually Get Harder? Testing LLMs on Paired P and NP-Complete Problems Hardened by Adversarial Multi-Agent Rewriting** (arXiv)
- [Read more](http://arxiv.org/abs/2610.30103v1)
- **FrontierCS 2: A Benchmark for Computer Science R&D** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.29932)
---
*Sponsored by Ada, Ago Consulting, and Zen Semiconductor*
21 Oct 2026
Training the Whole Agent, Not Just the Model
## Episode Summary
In this episode, we cover:
- **Training the Whole Agent, Not Just the Model** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.28069)
- **Self-Credit: Credit Assignment for Long-Horizon Agentic RL via Intra-group Rescaling** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.28388)
- **On the Tip of the Tongue: First-Token Cueing as a Behavioral Probe of Recall Failures in LLMs** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.23400)
- **EAU: Environment-Agent-User Co-evolution for Training User-Centric Agents** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.16523)
- **Axiomatic World Modeling for Physics Reasoning** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2610.24519)
---
*Sponsored by Ada, Ago Consulting, and Zen Semiconductor*
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