Building with Open Models: Strategy for AI Startups скачать в хорошем качестве

Building with Open Models: Strategy for AI Startups

Meta's Director of AI Product Joe Spisak reveals why closed-source models are actually dominating despite open-source hype, and shares Meta's $1 billion bet on releasing Llama's largest frontier model. He breaks down the evolution from PyTorch research project to the foundation powering ChatGPT, Anthropic, and Stable Diffusion, while discussing the upcoming 2-trillion parameter "Behemoth" model designed for knowledge distillation. Joe explains when startups should transition from closed APIs to open-source optimization, predicts a coming explosion in reinforcement learning adoption, and shares Meta's Purple Llama safety tools. From his unique perspective building AI infrastructure across the entire stack—from semiconductors to LLMs—he offers contrarian insights on the real future of AI development and why application-layer startups shouldn't fear GPT-5 zero-shotting their products.