Standalone claims
Four extractable named problems and non-implications from the manuscript — each citable without the full book argument.
Four extractable named problems and non-implications from the manuscript — each citable without the full book argument. They are framework claims, not established results. Use these for papers, talks, and funding memos; the PDF chapters remain canonical for derivation and caveats.
For the Introduction’s six-claim reader contract and Chapter 48 status map, see Six thesis claims.
| Claim | Summary |
|---|---|
| Anti-Capture Validity of Correction | Correction-channel integrity is invalid—not merely low—when the target has captured the reference process, handles, or grounding relation that supplies correction. |
| Bearer-Map Commutation Failure | Value can appear preserved in vocabulary while moral application changes — when ontology translation and bearer relevance do not commute. |
| Certification-Under-Manipulation Problem | For each load-bearing certification measurand, does there exist a capability threshold κ* below which honest measurement is adversarially verifiable and above which it provably is not? |
| Goodhart as Selector (Not Just Proxy Drift) | When a proxy becomes a selector, optimization shifts the population toward traits that raise the proxy without raising the target property — conditional expectations can reverse. |