This repository contains an in-progress thesis draft on a constructive human–AI partnership model: an AI that is with you (and controlled by you) while both human capability and AI capability evolve together in a governed, positive‑sum loop.
Status: Under active development — not yet finalised. A September 2026 research review qualifies several draft claims; see the update below first.
- RESEARCH-UPDATE-2026-09.md — research update, 21 September 2026 (start here)
- WHITEPAPER.md — public whitepaper draft (earlier draft; read with the addendum)
- THESIS.md — longer working draft (earlier draft; read with the addendum)
evaluation/— draft evaluation protocol + rubricREFERENCES.md— working bibliography
proofs/author-proof.ethereum.json— signed authorship proof coveringWHITEPAPER.mdandREFERENCES.mdonly (EIP‑191personal_signstyle).RESEARCH-UPDATE-2026-09.mdis not covered by that proof and makes no new signed claim.
Verification options:
- Etherscan “Verify Signature” tool (paste message + signature + address): https://etherscan.io/verifySig
- Local verification script:
npm cinpm run verify:author-proof(defaults toHEAD)- optional:
npm run verify:author-proof -- --git-ref <commit>
- Regenerate proof (authors only; requires signing key):
npm run generate:author-proof
spec/— draft JSON schemas and contract notes (implementation-oriented; expected to change)- Hashing canonicalization:
spec/hashing.md - On-chain anchor reference:
contracts/(compile withforge build)
- Open an issue for critique, missing references, or conceptual gaps.
- Open a PR for edits (see
CONTRIBUTING.md).
This is conceptual work-in-progress, not professional advice. Do not use this draft as a credentialing system, HR filter, or psychological assessment.
Full disclaimer: DISCLAIMER.md.
Safety notes:
- Threat model:
THREAT_MODEL.md - Key custody/rotation:
KEY_MANAGEMENT.md
Text is licensed under CC BY 4.0. See LICENSE.
- This is a working document. Sections, definitions, and proposed mechanisms may change substantially.