Section 10, paragraph 1AI-assisted development and sole author responsibility
Informal interpretation Motivation, interpretation or scope; not a formal claim.
1 Paper text
The earlier version of this paper was developed solely by the author, with editorial feedback from AI assistants. The present version was developed interactively with the AI assistants Astra and Claude. Extensive feedback from the Lean formalisation and its audits helped to improve the presentation, clarify definitions and hypotheses, and make the scope of the claims more precise. The author takes sole responsibility for the paper, including its arguments, interpretation and use of AI assistance.
Generated from paper_jmlr.tex, lines 1284–1287.
2 Explain this
The final section distinguishes the earlier version, developed solely by the author with editorial AI feedback, from the present version, developed interactively with Astra and Claude and informed by feedback from the Lean formalisation. Responsibility for the paper remains with the sole author. This disclosure is part of the paper itself; the personal historical motivation remains separately behind the landing page's Author's perspective link.
3 How this is formalised
An author disclosure, not a theorem. Neither Lean nor the website can verify an account of how the manuscript was written.
| Paper anchor | sec:development-p1 (website anchor; the manuscript has no label here) |
|---|---|
| Displayed as | Section 10, paragraph 1 |
| Claim | AI-assisted development and sole author responsibility |
| Coverage category | Informal interpretation |
| Statement source | paper_jmlr.tex lines 1284–1287; SHA-256 of the normalised block source e62d4f2243d33104… |
| Explanations | explain/c-development-disclosure, formal/c-development-disclosure |
| Build evidence | fresh isolated rebuild, audit report |
4 Lean statement and source
No Lean statement corresponds to this claim. This is interpretation or motivation, not a formal mathematical claim.
Build evidence: fresh isolated rebuild of all 38 bundled modules with Lean (version 4.26.0, started 2026-10-10T15:21:56Z, finished 2026-10-10T15:27:00Z: 38/38 modules compiled, 1588 axiom reports, no errors. See Build for the commands and the independent audit of 2026-10-10 (dated evidence).