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Articulate the difference between connection and companionship Turkle describes, and apply it to an AI chat habit.
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The era of blind faith in big data must end | Cathy O'Neil
TED. Cathy O'Neil's TED talk popularizes 'weapons of math destruction' - opaque, high-impact scoring systems - as a caution against ranking people with black-box models.
AI Expert note
2017 TED talk; algorithmic-scoring examples (credit, hiring, teacher evaluation) remain relevant to AI ranking tools, though specific systems change.
What you should get from this
Name risks O'Neil associates with harmful scoring systems (for example opacity, scale, and damage) without treating the talk as a complete technical definition.
Watch or know first
None.
Last reviewed: Jul 31, 2026
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