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    Verifiable AI on Bitcoin - DIF Labs Beta Cohort 2 Proposal

    Aviary Tech
    May 21, 2025
    Proposal
    Verifiable AI on Bitcoin - DIF Labs Beta Cohort 2 Proposal

    Verifiable AI on Bitcoin with Ordinals Plus

    Beta Cohort 2 Proposal – DIF Labs

    Title & Summary

    Verifiable AI records prompts, model details, and outputs on Bitcoin using Ordinals Plus. A single SDK anchors an auditable log entry as a W3C Verifiable Credential (VC) and inscribes the full credential, giving anyone a quick, decentralized source of truth for AI results.

    Built on DIF Labs Beta Cohort 1 project (Ordinals Plus) and a 2024 prototype that wrote to the CHEQD network, now ported to Bitcoin.

    Problem & Approach

    Trust Gap in AI

    AI output is easy to fake or manipulate. Consumers and developers need a public, tamper-evident trail that links results to the exact input and model context.

    Approach

    1. Wrap any AI call in a TypeScript helper.
    2. Capture prompt, model metadata (e.g., weights hash, version, source), and output.
    3. Issue a Verifiable Credential (VC) describing the run.
    4. Inscribe the full VC on Bitcoin via Ordinals Plus.

    No new infrastructure—everything rides on Bitcoin and open DID/VC tooling.

    Expected Outcomes

    • v0.1 Verifiable AI SDK (TS / Node)
    • Docs, examples, and MIT-licensed repo

    We also anticipate the potential for a bonus artifact: issuing VCs as Content Credentials (per C2PA) alongside Bitcoin inscription, enabling dual attribution—AI and user—on the same credential. This enhances verifiability and supports another RFP focus area.

    Timeline

    Week 1

    • Scope lock
    • Repository scaffold

    Weeks 2–5

    • Core SDK development:

      • Capture input, model metadata, output
      • Issue Verifiable Credential
      • Inscribe on Bitcoin via Ordinals Plus

    Weeks 6–8

    • Platform integration
    • Verification and inspection features

    Weeks 9–10

    • Documentation
    • Example use cases

    Weeks 11–12

    • Testing and polish
    • Final presentation and summary post

    Team

    • Brian Richter - Project Lead, creator of Ordinals Plus, 5 years in DID & VCs.

    • DIF mentor - TBD.

    • Open Call - We welcome contributors—particularly with Bitcoin, AI, or DID & VC experience—to join the project and build alongside us during the cohort.

    Fit with Cohort Focus

    Directly addresses the Verifiable AI track by turning every AI run into a signed, transparent artifact anchored on Bitcoin. The approach is grounded in W3C and DIF standards and showcases how verifiability can be both practical and public.

    Also aligned with Content Credentials as a possible secondary output. We see this as a natural extension and invite cohort-wide feedback and experimentation here.

    Submission Details

    Proposal will be submitted May 30th, 2025.

    Please express interest to collaborate by May 29th, 2025.

    Contact: brian@aviary.tech · https://aviary.tech