# Governed Autonomy

Author: Andrew Durden
Publication edition 2026.10.9.

A research and evidence collection: sixteen papers, implementation and deployment evidence,
an executable continuity reference, and a register of exact public assertions.
The rights notice applies to all authored material. No independent peer review is claimed.

## Complete text

- [Full public text](https://research.getcuttlefish.app/llms-full.txt)
- [Claim register](https://research.getcuttlefish.app/publication/claims.json)

## Implemented production systems

Cuttlefish and Freehold operate end to end for real customers.
I make that statement from my responsibility for building and operating them.
They provide the operational and experimental setting for the research.
The systems examination I directed on 10 October 2026 with AI assistance is separately scoped;
the new AD8 corpus and reference analysis adds no product or infrastructure examination;
this production context does not establish every proposed or formal research guarantee.

- [Cuttlefish public product and operating architecture](https://getcuttlefish.app/)
- [Freehold official website](https://getfreehold.app/)
- [Dated implementation and operational evidence](https://research.getcuttlefish.app/docs/implementation/)
- [Executable continuity exhibit](https://research.getcuttlefish.app/docs/exhibit/)
- [Evidence and reproducibility](https://research.getcuttlefish.app/docs/evidence/)

## Reading routes

- [Governed Autonomy](https://research.getcuttlefish.app/)
- [Governed Autonomous Institutions](https://research.getcuttlefish.app/docs/thesis/)
- [Architecture of Governed Autonomous Systems](https://research.getcuttlefish.app/docs/architecture/)
- [MIRAGE: Authority, information, and consequences in autonomous systems](https://research.getcuttlefish.app/docs/papers/mirage/)
- [CSSL: Semantic change, accountable evidence, and operational continuity](https://research.getcuttlefish.app/docs/papers/cssl/)
- [IC-POAR: From intended behavior to an accountable running product](https://research.getcuttlefish.app/docs/papers/ic-poar/)
- [AD8: Accountable change across software, action, and learning](https://research.getcuttlefish.app/docs/papers/ad8/)
- [Freehold: Autonomous institutions under bounded stewardship](https://research.getcuttlefish.app/docs/papers/freehold/)
- [Cuttlebone: Preserving the boundary between reasoning and action](https://research.getcuttlefish.app/docs/papers/cuttlebone/)
- [SEPION: What agreement among generated artifacts can establish](https://research.getcuttlefish.app/docs/papers/sepion/)
- [RCFS: Competence that can change without inheriting authority](https://research.getcuttlefish.app/docs/papers/rcfs/)
- [Semantic OS: Application Understanding, Authority, and Verified Outcomes](https://research.getcuttlefish.app/docs/papers/semantic-os/)
- [Cuttlefish Environment: Continuing Work Across Applications and Collaboration](https://research.getcuttlefish.app/docs/papers/cuttlefish-environment/)
- [CHROMATIC: Ambient Assistance Under Continuing Human Authority](https://research.getcuttlefish.app/docs/papers/chromatic/)
- [Experience Economy and ISE: Learning from Governed Experience](https://research.getcuttlefish.app/docs/papers/experience-economy/)
- [The Reckoning: Calibration and Accountability for Autonomous Judgment](https://research.getcuttlefish.app/docs/papers/reckoning/)
- [Human–LLM Capability Elicitation: Studying Validated Joint Performance](https://research.getcuttlefish.app/docs/papers/capability-elicitation/)
- [Author](https://research.getcuttlefish.app/AUTHOR/)
- [Review and contributions](https://research.getcuttlefish.app/CONTRIBUTING/)
- [Third-party notices](https://research.getcuttlefish.app/THIRD_PARTY_NOTICES/)
- [Changelog](https://research.getcuttlefish.app/CHANGELOG/)
- [Build and verify the publication](https://research.getcuttlefish.app/BUILD/)
- [Assurance boundaries and open questions](https://research.getcuttlefish.app/ASSURANCE_BOUNDARIES/)
- [Reproduce and examine the evidence](https://research.getcuttlefish.app/REPRODUCIBILITY/)
- [AD8 technical investigation](https://research.getcuttlefish.app/docs/ad8-investigation/)
- [Bibliography and source works](https://research.getcuttlefish.app/docs/bibliography/)
- [Claim register and evidence index](https://research.getcuttlefish.app/docs/claims/)
- [Approval binds the action actually consumed](https://research.getcuttlefish.app/docs/dossiers/approval/)
- [A subset is not another conservation term](https://research.getcuttlefish.app/docs/dossiers/budget/)
- [Forecast skill requires the same cohort baseline](https://research.getcuttlefish.app/docs/dossiers/calibration/)
- [A dependency cycle is a construction obligation](https://research.getcuttlefish.app/docs/dossiers/construction/)
- [Different keys need not mean independent control](https://research.getcuttlefish.app/docs/dossiers/custody/)
- [Canonical bytes need a declared value language](https://research.getcuttlefish.app/docs/dossiers/encoding/)
- [A persistent name is not fresh execution authority](https://research.getcuttlefish.app/docs/dossiers/epoch/)
- [One-shot founding and conditional progress](https://research.getcuttlefish.app/docs/dossiers/founding/)
- [Authentic evidence can cease to authorize](https://research.getcuttlefish.app/docs/dossiers/freshness/)
- [Preserving a number can still change its meaning](https://research.getcuttlefish.app/docs/dossiers/projection/)
- [A missing acknowledgement leaves two possible worlds](https://research.getcuttlefish.app/docs/dossiers/uncertainty/)
- [Atomic observation is stronger than eventual installation](https://research.getcuttlefish.app/docs/dossiers/visibility/)
- [Downloads](https://research.getcuttlefish.app/docs/downloads/)
- [Engineering Methodology](https://research.getcuttlefish.app/docs/engineering-methodology/)
- [Evidence and reproducibility](https://research.getcuttlefish.app/docs/evidence/)
- [A commitment through a lost acknowledgement](https://research.getcuttlefish.app/docs/exhibit/)
- [Shared glossary](https://research.getcuttlefish.app/docs/glossary/)
- [Implemented systems and operational evidence](https://research.getcuttlefish.app/docs/implementation/)
- [Prior art and the contribution of this collection](https://research.getcuttlefish.app/docs/prior-art/)
- [Sources and editorial method](https://research.getcuttlefish.app/docs/provenance/)
- [Public evidence catalog](https://research.getcuttlefish.app/docs/public-evidence/)
- [Research agenda](https://research.getcuttlefish.app/docs/research-agenda/)
- [Research Depth & Proof](https://research.getcuttlefish.app/docs/research-depth/)
- [Cross-corpus responsibility map](https://research.getcuttlefish.app/docs/responsibility-map/)
- [Review guide](https://research.getcuttlefish.app/docs/review/)
- [Successor edition and correction ledger](https://research.getcuttlefish.app/docs/successor-notes/)
