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Hugging Face Paper Unveils ScienceBuddy, a Self-Improving Scientific Research Agent
ScienceBuddy is an interactive scientific workspace that turns researchers' requests, feedback, and execution evidence into traini...
Survey Maps Six Roles for AI Across the Game Lifecycle in the Foundation Model Era
A 120-page survey from researchers at the National University of Singapore and Nanyang Technological University organizes how foun...
Hugging Face Paper Maps a Road to Genuine Recursive Self-Improvement in AI
A new survey proposes the Headroom-Closed Index and an L1–L5 taxonomy to chart AI's path from executing human-defined improvements...
Hugging Face Paper: Stacking Continual Learning Tricks Boosts Long-Horizon Memory 28x
A new paper introduces "long-horizon memorization," a setting where a model learns 100 query-answer tasks through continual superv...
Hugging Face Paper Proposes 'Never Give Up' Sampling to Fix RL's Easy-Task Bias in LLMs
A new paper argues that reinforcement learning for LLMs improves easy problems far more than hard ones — a 'Matthew Effect' — and...
Hugging Face Paper Unveils AGP: A General-Purpose Agent That Directly Pilots Robots
A new Hugging Face paper introduces Agent as Policy (AGP), a framework in which a general-purpose coding agent controls a physical...
HazardAuditor Brings Execution-Grounded Safety to Computer-Use Agents
A new Hugging Face paper introduces HazardAuditor, an execution-grounded safety framework that normalizes agent behavior across fr...
LLaDA-UI: Block-Wise Diffusion Brings Parallel Decoding to GUI Agents
A 16.7B-parameter mixture-of-experts diffusion vision-language agent achieves strong multimodal GUI performance while preserving b...
KaiNinja Extends Native 3D Generators to Part-Level Outputs
A new method called KaiNinja upgrades the TRELLIS.2 3D generator to produce part-level assets directly, using a dual-volume repres...
Omni-Streaming Thinking Defers Claims Until Cross-Modal Verification
A new paper proposes Omni-Streaming Thinking (OST), a framework that keeps streaming audio-visual claims pending until evidence fr...
AlayaVista Splits Panoramic World Modeling from Perspective Video
A new streaming world model builds a 360-degree scene prior from a single image, evolves it as a panoramic latent state, and rende...
BVB Benchmark Tests Whether AI Agents Truly Understand Video by Rebuilding It in Blender
A new benchmark, Blender-VideoBench (BVB), asks multimodal agents to reconstruct real-world videos as animated Blender scenes, rev...