Tuesday, March 3, 2026

Show HN: We’ve Submitted 99 Patents on Deterministic AI Governance (Exploring Prior Art vs. RLHF)

Revolutionizing AI Governance with Deterministic Policy Gates

For months, we’ve been pioneering a major shift in the governance of autonomous agents. Traditional methods rely heavily on probabilistic frameworks, but they fall short when faced with security threats. Enter our innovative solution: Deterministic Policy Gates.

Key Features:

  • Intent Payload System: The LLM generates only an intent, which is evaluated in a secure execution environment.
  • Immutability: Every decision is logged on a Merkle-tree substrate (GitTruth) ensuring a verifiable audit trail.
  • Ethics-Driven Innovation: Our 99 patents, filed under the Peace Machine Mandate, explicitly prohibit use for autonomous weapons or mass surveillance.

In my manifesto, I dive into the limitations of probabilistic safety and outline our timeline and approach.

📖 Read the full breakdown here

Join the conversation. Let’s discuss how we can ethically advance AI technology together! Share your thoughts below! 👇

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