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Exogram

The Verification Infrastructure for AI

Richard Ewing

Founded by Richard Ewing

Product Economist

LIVE

The Problem

AI didn't fail because it's not smart enough.
It failed because it doesn't know what it's allowed to be wrong about.

Modern AI Systems:

  • • Generate fluent language without knowing truth
  • • Forget prior decisions
  • • Blend facts with guesses
  • • "Remember" errors as confidently as truth

The Result:

  • • Hallucinations become policy
  • • Guesses become commitments
  • • Memory becomes liability
  • • Trust becomes impossible

The Stack

Exogram is the missing layer in the AI stack.

Layer 1COMPUTE→ GPUs, infrastructure
Layer 2MODELS→ OpenAI, Anthropic, etc.
Layer 3VERIFICATION→ EXOGRAM
Layer 4APPLICATIONS→ Agents, Copilots, SaaS

LLMs generate language. Exogram maintains reality.

Together, they enable intelligence that remembers, reasons, and can be trusted.

"I write about why AI systems fail economically through my Product Economist work.
Exogram is what I'm building to fix it."

Richard Ewing

Founded by Richard Ewing

Product Economist

Live