Google Research unveils multi-agent system for coherent long video

🚀 RELEASES & LAUNCHES

• FreedomIntelligence releases HuatuoGPT-3-27B medical LLM
  FreedomIntelligence released HuatuoGPT-3-27B for medical reasoning.
  • Medical AI builders and healthcare researchers can use the open HuatuoGPT-3-27B model.
  • The 27B-parameter model is built on Qwen3.8-27B and uses One-stage Policy Optimization without domain-specific supervised fine-tuning.
  • The release includes training code, the 20,338-task OnePO-Medical-20K dataset, and an 8B rubric grader.
  • HuatuoGPT-3-27B scored 71.4 on HealthBench Professional, according to the project repository.
  Sources 📄 Source: huggingface.co · 📎 Coverage: github.com · 👁 via r/LocalLLaMA

🔬 RESEARCH

• Google Research unveils multi-agent system for coherent long-form video
  Google Research introduced a multi-agent framework for generating coherent minutes-long videos.
  • The system is designed for creators generating multi-shot, long-form video narratives.
  • Google’s AI video co-director orchestrates Gemini and Veo through Co-Director, CANVAS, A2RD and VQQA.
  • The frameworks track world state and use closed-loop refinement to reduce character drift and cascading pipeline failures.
  • Evaluations found improved multi-shot narrative consistency and character persistence in minutes-long videos.
  Sources 📎 Coverage: research.google · 👁 via Google Research Blog