Wednesday, August 20, 2025

Show HN: Provability Fabric – Enabling Proof-Centric AI Agent Behavior

Unlocking AI Safety with Provability Fabric

Are you ready to elevate AI safety? Provability Fabric proposes a groundbreaking approach by introducing Proof-carrying Bundles (PAB-1.0). This innovative framework ensures that AI agents operate on vetted protocols distinct from current solutions that fall short. Here’s a glimpse:

  • Comprehensive Packages: Specs, Lean proofs, SBOM, and provenance all in one signed unit.
  • ActionDSL & Lean 4: Seamlessly compiles policies into proof obligations and runtime monitors.
  • Complete Mediation: Every impact undergoes scrutiny through a Rust sidecar, guaranteeing alignment with the established semantics.
  • Egress Certificates: Emissions carry a signed verdict—be it pass, fail, or inapplicable.

The crux is simple: Safety = correspondence between proofs and runtime enforcement.

Join the conversation! Should AI deployment necessitate proof-carrying bundles? What builds trust in production environments? Let’s explore together! Share your insights and connect with fellow tech enthusiasts!

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