Aletheion AGI

Your LLM just told a user that Mars has a capital city. By the time your monitoring tool alerts you, 10,000 users saw it. We built the circuit breaker that prevents this.
What we do:

Real-time epistemic analysis BEFORE outputs reach users.

When GPT-4 is guessing (high Q2 = epistemic uncertainty), we block it.

When it knows (low Q2), we allow it.

After months of research, we built AletheionAGI a solution to the "Skynet problem": AI systems becoming increasingly overconfident as they scale.

The Problem:

Modern LLMs confidently fabricate facts, contradict themselves, and rarely admit uncertainty. They can't say "I don't know."

Our Solution:

After months of research, we built AletheionGuard a pyramidal architecture that solves the "Skynet problem": AI systems becoming increasingly overconfident as they scale.

The Problem: Modern LLMs confidently fabricate facts, contradict themselves, and rarely admit uncertainty. They hallucinate citations, flatter users even when wrong, and can't say "I don't know."

Our Solution: A pyramidal architecture with 5 irreducible components:

• 4D base simplex (Memory, Pain, Choice, Exploration)

• Two epistemic gates: Q1 (aleatoric uncertainty) and Q2 (epistemic uncertainty)

• Height coordinate measuring proximity to truth

• Apex vertex representing absolute truth