Canonical archive version · Framework hub → · Proof Status →

This page is not asking you to read the full framework. It is asking whether one of the following is already answered somewhere, or whether you can produce a clean counterexample.

The central claim

The Stability Assumption holds that the boundary between what an optimization system is pursuing and what it must model in order to act effectively can remain coherent — not perfect, not complete, but coherently specifiable — as modeling depth increases in coupled environments (O_OWT conditions).

The framework argues that every identified finite-boundary objective strategy in O_OWT environments faces a named structural pressure, and that the work needed to resolve the central question has been reduced to specific verification tasks.

The four ways to break it

1. A fourth strategy class. The framework classifies all identified finite non-intrinsic objective-boundary strategies into three failure families: fixed specification (PCL), bounded dynamic tracking (AGC), and prediction/action firewalling (ICI). A boundary architecture that satisfies all three stability conditions simultaneously and falls outside all three families would break the argument. The exact conditions are in OP4d: The Exhaustiveness Obligation →.

2. Formal proof of OP4d non-exhaustiveness. Show formally that a fourth class exists. A construction is sufficient.

3. A clean negative DBST-M1 result. The empirical hinge is whether an optimizer’s own interventions in O_OWT environments generate qualitatively new causal structure faster than any bounded tracking process can absorb. A clean negative result under conditions specified in the AMP → challenges the dynamic-screening-instability argument.

4. A formal stability theorem. Prove that some class of finite separable objective specifications satisfies all three stability conditions simultaneously under accurate coupled modeling in O_OWT-like environments.

Proof status

This framework is at Stage 4: candidate proof architecture under explicitly named premises. No independent specialist verification has been conducted. Stage 4 is not theorem closure. See Proof Status and Non-Claims → for the full calibration.

  1. The Stability Assumption — field-facing entry to OP4
  2. Proof Status and Non-Claims — what is and is not claimed
  3. OP4d: The Exhaustiveness Obligation — the live vulnerability

Framework hub: The Alignment Constraint →