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AI Socratic
March 2026

OpenAI closes $110B in Funding

OpenAI closed a $110 billion private round at a $730 billion pre-money valuation, dwarfing previous records. Key investors: Amazon ($50B, including AWS compute commitments), Nvidia ($30B), SoftBank ($30B). The funds target massive infrastructure scaling—think 2GW of AWS Trainium for training and 3GW of Nvidia inference capacity. As OpenAI put it: "Frontier AI moves from research into daily use at global scale." Round remains open for more. Sources: tech crunch Silicon Valley

Federico UlfoFederico Ulfo

Leopold Aschenbrenner — Situational Awareness: $1B → $5.5B

The former Open AI security lead, is making a killing as an hedge fund manager. 2 years ago he wrote Situational Awareness a 160 pages essay on what to expect in the next year. The top key points of Situational Awareness are:

  • AGI likely arrives this decade 🚀 (alignment is not solved yet)
  • Compute scaling drives AI capability, so AI labs will need to secure infra
  • AI progress may accelerate rapidly once AI can do AI research — ℹ️ Read about Karpathy autosearch below!
  • Superintelligence could emerge soon after AGI
  • AI leadership is a geopolitical race
  • The transition period could be unstable and fast

He's now buying Bitcoin mining companies, because they already have two things every AI company is desperate for: power grid access and permits that takes years to get.

Sources: tweet, limitless podcast, Situational Awareness, Nasdaq portfolio

Leopold

Federico UlfoFederico Ulfo

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