Daily AI Papers Briefing (2026-01-29)

ずんだもんのHugging Faceニュース · Jan 28, 2026 · 4m

【本日の論文】

1. AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security

https://huggingface.co/papers/2601.18491

2. AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

https://huggingface.co/papers/2601.18631

3. A Pragmatic VLA Foundation Model

https://huggingface.co/papers/2601.18692

4. Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models

https://huggingface.co/papers/2601.19834

5. AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking…