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Stakes with Contact

This video presents the same text shown beside it, spoken and on screen. It adds nothing the text does not say.

State

Learning remade perception and action at the usual prices — data hunger, distribution fragility, opacity — now attached to machines that touch the world, where failures stop being retractable.

Show

A confabulating chatbot mistypes; a misperceiving vehicle does not.

Watch for

Contact raises stakes, and stakes are priced with Unit 7's arithmetic — the same tables, higher numbers.