Altman’s AI Endgame, DeepSeek Banned & China’s $30B Nvidia Order

By This Week in AI

Categories: AI

Summary

The US government banned DeepSeek across federal agencies citing data security and malware risks, while DeepSeek simultaneously open-sourced its production infrastructure. Enterprises are pivoting to US-built open-source models, with local AI clusters now achieving 8x better performance-per-dollar on Apple's M4 Ultra compared to M3 generations, fundamentally shifting AI workloads from cloud to on-premises.

Key Takeaways

  1. Local AI clusters on M4 Ultra Macs now deliver 8x better performance-per-dollar versus M3 Ultra clusters, despite 2x memory price increases, making on-premises model deployment economically competitive with cloud.
  2. 1000x improvement in local model execution since Exo Labs' inception: 10x software gains, 10x hardware gains, 10x model efficiency—enabling capable models to run on single Mac Studio units.
  3. Enterprise B2B teams are actively avoiding Chinese AI models despite local hosting due to sensitive data concerns. US enterprises need domestic open-source alternatives to adopt agentic AI safely.
  4. DeepSeek open-sourced its production infrastructure (DeepInfer) simultaneously with US DHS ban, accelerating adoption of their cost-efficient model-serving stack as geopolitical decoupling accelerates.
  5. US-based open-source models (Llama via Meta, Neatron) are experiencing rapid enterprise adoption, with focus shifting toward efficient code design and local execution rather than proprietary cloud APIs.

Related topics

Transcript Excerpt

All right, everybody. Welcome back to This Week in AI. With me, my loyal and trusty news readader, Lon Harris. Looking great. >> Thank you. >> And uh we've got two amazing guests and an absurd docket. Sam Waltman has outlined the end game for AI and Frontier Labs in three parts, three possibilities. It's crazy. Deepseek has been banned. We got an update on the 11 Labs and Chris Williamson story and uh more bite dance news. Plus, we're going to talk about agents with two amazing guests who Lon will introduce right now. >> Joining us today for the first time, her first appearance on this week in AI, we've got Jalet Razai. She's the CEO and co-founder of Mutiny. They are go to market and sales AI assistants for B2B sales, marketing, and other customerf facing teams. We've also got a returning…

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