Cohere talk: scaling visual intelligence for long-form video
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Savya Khosla's Cohere talk argues fixed-grid patch tokenization makes high-resolution vision prohibitively expensive, since doubling resolution quadruples token counts. The framing targets always-on vision for robots and wearable assistants, such as helping a blind person find their keys.
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