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Alpha Report

$2.5T Spent on AI.
Zero Way to Verify It.

Original research on the AI verification gap — who's building the fix, who's funding it, and where zero-knowledge cryptography changes everything.

01 — The Trust Deficit

AI's $2.5 Trillion Blind Spot

In the next twelve months, enterprise AI spending will cross $2.5 trillion globally. AI agents will autonomously execute trades, approve loans, triage patients, draft contracts, and manage supply chains. Every one of those actions depends on an unverified assumption:

  1. That the model is the model you think it is.
  2. That the data hasn't been poisoned.
  3. That the output hasn't been tampered with.

Today, there is no way to cryptographically prove any of that. We trust vendor logs. We trust API responses. We trust that the inference server wasn't compromised, that the model weights weren't swapped, that a malicious prompt wasn't injected between your request and the model's response.