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Secondmindsystems/README.md

Tavio Lawrence

Governed AI Systems Architect

I design AI-assisted systems that separate capability from authority, preserve human decision rights, and return inspectable evidence instead of asking for blind trust.

Contact: secondmindsystems@gmail.com · Evidence portfolio

Start with runnable proof

  1. Governed Change Demo — a public, deterministic reference implementation of governed change. Run it in five minutes.
  2. Governed AI Systems Portfolio — case studies, evidence, limitations, and claim boundaries.
  3. Second Mind Systems — the company front door and product map.

What the public demo establishes

  • A proposed change can be checked against explicit policy before it is accepted.
  • A blocked change can be repaired and evaluated again.
  • Decisions and replay results are preserved as inspectable receipts.
  • 76 automated tests pass in the current published validation suite.

Claim ceiling

The public repositories demonstrate bounded prototypes, documented methods, and reproduced local results. They do not establish cryptographic security, production deployment, universal agent conformance, compliance certification, or access to private Second Mind runtime machinery. Independent separate-machine reproduction remains an open evidence objective.

Authorship

I define the architecture, authority boundaries, and acceptance decisions. AI agents may assist with bounded implementation and review; their output is checked against repository truth and explicit claim limits.

Explore Second Mind Systems · View the portfolio · Run the demo

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  1. governed-change-demo governed-change-demo Public

    Deterministic repository-change demo with a Context and Authority Precheck, two independent gates, and hash-linked receipts.

    Python

  2. governed-ai-systems-portfolio governed-ai-systems-portfolio Public

    Evidence-led portfolio for governed AI systems, agent authorization, controls-as-code, provenance, and auditability.

    Python

  3. second-mind-systems second-mind-systems Public

    Governed AI-assisted software work: practical control, evidence, and change-boundary tools.

    Python