Monday, June 22, 2026
OpenAI's o3 solves rare diseases (and poaches talent)
OpenAI's o3 just cracked 18 previously unsolved rare disease cases (wild), while Poolside dropped a massive 225B open-source coding model and Noam Shazeer—yes, that Noam Shazeer—is officially joining OpenAI. Should we be more excited about AI saving lives or the talent wars heating up?
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Cursor now supports moving local AI coding agents to the cloud, enabling developers to run multiple agents in parallel, prompt them from phones, and receive automated PRs while away from their laptops.
OpenAI's o3 Deep Research model helped identify candidate diagnoses in 18 of 376 previously unsolved rare disease cases (4.8% yield) by synthesizing genomic, clinical, and literature data for expert review. The study demonstrates AI's potential to accelerate rare disease reanalysis while emphasizing that all diagnoses required physician confirmation through established clinical processes.
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Educational threads explain LLM fundamentals like model weights through accessible analogies, demonstrate running models locally on Apple Silicon using Ollama, and showcase building complex applications like a fund management system using Perplexity Computer with iterative refinement workflows.
Hugging Face
Poolside released Laguna M.1, a 225B-parameter sparse MoE model optimized for agentic coding with 23B active parameters per token, achieving state-of-the-art performance on coding benchmarks while being fully open-source under Apache 2.0 license.
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Noam Shazeer, a notable AI researcher from Google, is joining OpenAI in a significant talent move between major AI companies.
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