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	Podcast:		Data Science at Home
	Episode:		From Tokens to Vectors: The Efficiency Hack That Could Save AI (Ep. 294)
	Category:		Technology
	Duration:		00:46:54
	Publish Date:		2025-11-11 08:58:13
	Description:		LLMs generate text painfully slow, one low-info token at a time. Researchers just figured out how to compress 4 tokens into smart vectors & cut costs by 44%—with full code & proofs! Meanwhile OpenAI drops product ads, not papers. We explore CALM & why open science matters. Sponsors This episode is brought to you by Statistical Horizons At Statistical Horizons, you can stay ahead with expert-led livestream seminars that make data analytics and AI methods practical and accessible. Join thousands of researchers and professionals who’ve advanced their careers with Statistical Horizons. Get $200 off any seminar with code DATA25 at https://statisticalhorizons.com
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