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Video Tokens, Omni, and the Local VRAM Math
A listener's question about video understanding gets the full treatment: what actually changed in the past year, why Google's Omni models and agentic video navigation matter, and why uploading a clip to ChatGPT still feels like sneaking past a bouncer. The conversation works through the real arithmetic — roughly 100 tokens per second of video at default settings — and shows how that number drives every product decision, from Google's 88% token reduction to OpenAI's decision to leave video off the supported upload list entirely. Then it turns to the local question: what does it actually take…
The skinny
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