Research Papers
ContextPilot: Teaching Agents Proactive Context Management via Fine-Grained RL
Hugging Face researchers introduce ContextPilot, a framework that enhances long-horizon agent reasoning by expanding context-editi...
VLAct: Representation-Centric Pre-Training Boosts VLA Models Beyond Data Scaling
A new Hugging Face paper introduces VLAct, a continued pre-training approach for vision-language-action models that preserves VLM...
Hugging Face Unveils J-Zero: A Self-Evolving AI Framework That Improves Without Human Data
J-Zero, a new framework from Hugging Face, enables language models to self-improve across both verifiable and unverifiable domains...
Hugging Face Unveils Code-as-World: Executable Code as a New Paradigm for Physical Reasoning in AI
Researchers at Hugging Face introduce Code-as-World, a paradigm that represents physical environments as executable code, enabling...
Hugging Face Audit: 110 of 124 AI Evaluations Fail to Support Their Claims
A new commit-bound census of 124 Inspect Evals units reveals that 110 stop before deterministic inference due to missing historica...
Aphanta: New Framework Diagnoses When Image Editing Boosts Multimodal Reasoning
Hugging Face researchers introduce Aphanta, a diagnostic framework that evaluates when image-editing intermediates improve multimo...
EditaLive! Enables Real-Time Character Video Editing for Live Streaming
Hugging Face researchers introduce EditaLive, a framework for real-time human-centric video editing in live streams, achieving sta...
Hugging Face Researchers Unveil Agentic Framework for Consistent Multi-Shot Video Editing
A new agentic framework combining LLMs and VLMs tackles the challenge of editing long multi-shot videos with multiple instructions...
TacForcing: Streaming Tactile Feedback Boosts Contact-Rich Robot Manipulation
Hugging Face researchers introduce TacForcing, a streaming action-generation framework that integrates real-time tactile feedback...
WikiSkill: Co-Evolving Agent Skills with a Persistent Knowledge Base
Hugging Face researchers introduce WikiSkill, a framework that co-evolves agent skills with a persistent knowledge base (wiki) to...
Evolution Strategies Outperform GRPO in Reasoning Coverage, Study Finds
A new paper shows that Evolution Strategies (ES) provide broader reasoning coverage and higher Pass@K than GRPO, and proposes a hy...
Zero-WAM Lets Robots Learn New Tasks by Watching Human Videos
Hugging Face researchers introduce Zero-WAM, a causal video-action model that enables robots to generalize to unseen manipulation...