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Hugging Face Researchers Unveil DisCo: Distilling GitHub Repos into Reusable AI Skills
A new research agent called DisCo distills operational knowledge from GitHub repositories into reusable skills, boosting autonomou...
Google DeepMind Launches Fairwind Program for Proactive Cyber Defense
Google DeepMind announces the Fairwind Program, giving governments and trusted partners access to advanced AI cyber defense tools,...
Google DeepMind Unveils Gemini 3.8 Flash and Cyber for Agentic AI and Security
Google DeepMind introduces Gemini 3.8 Flash, its most intelligent workhorse model, and Gemini 3.8 Flash Cyber, a specialized cyber...
ATV Big Air Tour Cuts 3 Days of Work to 3 Hours with ChatGPT
ATV Big Air Tour leverages ChatGPT Work to streamline marketing and merchandising, reducing a three-day project to three hours and...
Hugging Face Paper Proposes Control-Data Flow Separation for Stable Prompt Optimization in Multi-Agent LLMs
A new framework separates structured execution protocols from optimizable language content, preventing prompt optimization from co...
Hugging Face Paper Proposes Perception-Centered Architecture for Persistent AI Agents
A new research paper introduces Pera, a perception-centered architecture for persistent language agents that continuously adapt se...
EM²Mem: Event-Centric Memory Framework Boosts Long-Video QA
A new Hugging Face paper introduces EM²Mem, an event-centric multimodal memory framework that binds evidence to event anchors, imp...
E-Commerce Bench: New Benchmark Tests LLM Agents on Year-Long Business Operations
Hugging Face researchers introduce E-Commerce Bench, the first open-source benchmark simulating a year-long e-commerce business fo...
Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement
A new framework called Harness-of-Harness (HoH) enables coding agents to iteratively improve software through structured loops, ac...
DiagEvo: Self-Evolving LLMs Learn from Their Own Mistakes
New research introduces DiagEvo, a method that lets language models improve by diagnosing their own failure history, outperforming...
AgentJudgeBench: LLM Judges Hit Structural Ceiling on Complex Agentic Workflows
A new benchmark reveals that LLM judges degrade sharply with task difficulty on agentic tool-calling workflows, converging to a 77...
Hugging Face Unveils Safin-1: A Memory-Native Architecture for 'Safety from Within'
Safin-1 embeds safety as an evolving internal state via memory routing, moving beyond external guardrails to make safety intrinsic...