Five-thesis research program
The suite specifies a research program for governed recursive capability amplification. Most system claims are specified but not implemented; proposed evaluations and extensions retain their narrower status on their own pages.
Begin with the suite frame
- Master abstract
- Master introduction
- Vocabulary and invariants
- Cross-thesis dependency map
- Master synthesis
- Risks, criticisms, and falsification signals
Thesis 0 — governed goals
- Why the goal architecture is Thesis 0
- Friendship-Governed Goal Architecture, paginated into four bounded parts
- Thesis 0 cross-reference map
- Standing guidelines registry
The five connected theses
- The Validated Improvement Loop and Its Invariants
- A Multi-Agent Cognitive Substrate for Capability Amplification
- Causal-Decision Foundations for Bounded Strategic Reasoning
- A Self-Modifying Software Substrate with Acceptance Gates
- Alignment Invariants and Scoped Trust under Recursive Modification
Shared appendices
- Formal models
- Evidence-ledger schema
- Literature grounding
- Substrates
- Organizational recursive self-improvement
- Thesis 0 schema-validation tests
- Thesis 1 improvement-loop benchmarks
- Thesis 2 cognitive-workflow benchmarks
- Thesis 3 causal-decision benchmarks
- Thesis 4 software-substrate benchmarks
- Thesis 5 alignment benchmarks
- Thesis 5 operational contracts
Withheld evidence appendix
The implementation-evidence appendix is intentionally absent pending owner re-verification. Its four Implemented/Tested gradings for Theses 1 and 4 depended on five source files that could not be found in the workspace, so it cannot presently support any public implementation claim.