| “It failed, so the capability is gone.” | Envelope, support, applicability, access, adaptation, and enactment remain untested. | Bind the claim and run the smallest safe differential contrast. |
| “It returned, so nothing changed.” | Reference recovery is mistaken for transfer or whole-envelope capability. | State the tested condition and continue only with the distinction the receiving decision needs. |
| “The organization remembered.” | Roles, records, rules, tools, authority, and actual performance collapse into a human-memory metaphor. | Name the exact organizational relations and actual Work; retain organization-specific explanation. |
| “The model catastrophically forgot.” | Benchmark failure is treated as parameter overwrite without routing or activation probes. | Hold update fixed and test qualified task/context activation before making a model-specific change claim. |
| Cue theater | A visible label is varied while the decision-bearing state, uncertainty, order, or transition statistics remain unchanged. | Vary the condition that distinguishes the live rivals and state what was held fixed. |
| Probe that teaches | Repeated trials, prompts, correction, or fine-tuning alter the holder while being called measurement. | Record the intervention, narrow the claim, redesign the contrast, or return unresolved. |
| Disposition as decision | A candidate route is written as selected development, authorization, or performed Work. | Pass the result to A.15.7, C.11, or the direct owner under its own entry conditions. |
| Universal stage pipeline | The observation order becomes a cognitive or organizational architecture. | Keep the order methodological; allow simultaneous, recurrent, distributed, and holder-specific implementations. |