DeepMind's Genie 4 world model; Anthropic moves into drug discovery
Google DeepMind shows Genie 4, a real-time interactive world model. Anthropic shares lessons from six drug-discovery partnerships, Google Research proposes a sleep phase for continual learning, and LangChain details how it built its design agent.
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- Google DeepMindReleaseGoogle DeepMind unveils Genie 4, a real-time interactive world modelDeepMind's newest world model builds photorealistic scenes you explore and steer with text in real time, with sound, physics and characters that speak. Trusted testers get it first; world models like this are becoming training grounds for agents and robots.
- AnthropicNewsAnthropic details its drug-discovery partnerships and starts its own drug researchAnthropic scientists spent months partnering with six drug developers and have started drug discovery of their own. The post shares where Claude actually helps across the stages of finding a new medicine.
- Google ResearchPaperGoogle Research's sleep framework lets LLMs keep learning after deploymentModels alternate between active use and an offline sleep phase that writes short-term context into reserved MoE memory blocks. Google reports new facts retained, long-context recall up to 10M tokens and better reasoning without catastrophic forgetting.
- LangChainBlogHow LangChain built Content Studio, its in-house design agentBuild log of an agent that makes videos, graphics and decks from a Slack prompt: a sandbox per thread as a designer's computer, design principles as context, rules deleted as models improve, and long async runs with approvals. Harness is open source.