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🧠 ProvnAI

Refining Accountable Intelligence

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An open research explore dedicated to verifying the thoughts and actions of autonomous agents.


🛡️ The Context

Today’s AI agents often feel like black boxes. They can hallucinate or drift, and it's difficult for them to prove how they reached a decision. ProvnAI is a community-driven initiative exploring the Trust Layers needed to make agentic decisions more verifiable and secure.


🧩 The Stack

Layer Project Description Status
Cognitive VEX Protocol Core Rust framework (13 crates) providing trust primitives for AI. LIVE (v0.1.7)
Identity Provn-SDK Sovereign cryptographic signing and permanent data anchoring. LIVE
Evaluation VEX-HALT Standardized benchmark tool for calibrating AI verification. LIVE
Demo VexEvolve Autonomous AI newsroom demonstrating evolutionary verification. LIVE
Interception McpVanguard Real-time security proxy and verification buffer for agent tooling. LIVE
Studio Agentic Studio Visual development environment for building and monitoring agents. RESEARCH
Settlement Verifiable Settlement API and decentralized Arweave batching for verifiable anchoring. RESEARCH
Environment Action Attestation OS-level action monitoring via hardware keys and ZK-STARKs. RESEARCH
Compute Verified Compute Hybrid browser/native system exploring decentralized processing. RESEARCH
Evolution Agentic Evolution Research into verifiable, recursive self-improving agent loops. RESEARCH
Harmony Collective Harmony Rules-as-Code research for automated institutional alignment. RESEARCH

🤝 Get Involved


"We are building the immune system the agentic era needs."

@provnai

Fund the Complete VEX Ecosystem & Hardware Security R&D Sponsorship funds our core mission: providing mathematically verifiable trust for autonomous AI, packaged in a way developers can actually deploy today. How funds are used: • The Open-Source Ecosystem: Supporting the maintenance of our 1-click Railway deployment templates (like our vex-server cloud-native proxy), keeping VEX out-of-the-box ready for enterprise infrastructure. • Production Upkeep: Covering the live hosting, database scaling (PostgreSQL), and LLM API costs for our live intelligence platform, VEX.EVOLVE. • Anchoring Fees: Subsidizing the on-chain transaction fees required to permanently anchor agent execution logs with CHORA. and more

Meet the team

Featured work

  1. provnai/vex

    VEX Protocol — The trust layer for AI agents. Adversarial verification, temporal memory, Merkle audit trails, and tamper-proof execution. Built in Rust.

    Rust 8
  2. provnai/provn-sdk

    Client-side SDK for privacy-preserving cryptographic signing. Hash and sign claims locally — raw data never leaves your device. Core identity layer for verifiable AI.

    Rust 3
  3. provnai/vex-halt

    VEX-HALT — Benchmark suite for AI verification systems. 443+ tests for calibration, robustness, honesty, and proof integrity.

    Rust 2
  4. provnai/provnai

    ProvnAI — Open Research Initiative building the immune system for AI. Verifiable trust layers for autonomous agents.

  5. provnai/McpVanguard

    An open-source security proxy and active firewall for the Model Context Protocol (MCP). It acts as a real-time 'Reflex System' between AI agents and their tools, protecting the host system from mal…

    Python 5

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$ a month

You'll receive any rewards listed in the $10 monthly tier. Additionally, a Public Sponsor achievement will be added to your profile.

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Support the mission for verifiable AI. You get a Sponsor badge on your profile and access to the private "Mission Log" (monthly updates).

$10 a month

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Keep the VexEvolve swarm alive and autonomous. This tier directly funds the inference for the multi-agent newsroom and the Solana transaction fees required for permanent cryptographic provenance anchoring.

You are quite literally powering the first fully autonomous, cryptographically verified newsroom demo.
The Reward: Access to the 'Thought Log' Dashboard. See the 'Ghost in the Machine'—a live feed of the swarm’s internal reasoning, including Rejected Hypotheses. You’ll see the exact moments where an AI agent almost published an article but discarded it because it failed our cryptographic verification checks.

$25 a month

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For the power users. You get access to pre-release VEX tools and experimental agentic SDKs before they hit main branches.

$100 a month

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Focused on startups/devs building on our stack. Your logo/name goes in the README of our main repositories + prioritized bug reports.

$500 a month

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Strategic partnership. Prominent branding on provnai.com + a monthly 1:1 technical sync to help shape our development roadmap.