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This episode covers Anthropic’s ten billion dollar fundraise at a three hundred and fifty billion dollar valuation ahead of a planned IPO, a federal court decision allowing Elon Musk’s lawsuit against OpenAI to proceed to discovery, and DeepSeek’s V four release under an MIT license with performance comparable to GPT four point five. The briefing also examines training efficiency research from Texas A and M that reduced CLIP training compute by one fifteenth, pharmaceutical AI partnerships between Benchling and Lilly TuneLab and between Pfizer and Boltz, the Department of Energy’s Genesis Mission providing National Laboratories access to Google DeepMind models, and global adoption patterns showing widening gaps between the Global North and Global South. The operational focus is on efficiency driven capital allocation, open source deployment economics, and workflow integrated AI infrastructure.