I applied Markowitz port. theory to agent teams / proved it in a zkVM

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I run multi-agent teams in high-consequence scenarios. Read: fuckups at 3 AM = I'm awake.I kept hitting the same issue. I couldn't get a rules-based system to enforce behavior and I had no real way to prove that agents really did what they said they did. I can log and monitor them - set up (a million) Slack alerts but none of these things are PROOF. Logs are mutable. And that matters more every day as agents get more powerful (take THAT, @meta)So I went down the rabbit hole.The obvious answer is zero-knowledge proofs. Prove behavior cryptographically. Except proving an LLM inference in a zkVM is computationally Star Trek. Lagrange proved GPT-2 E2E, Polyhedra can do Llama-3 at 150 seconds per

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