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Original
OpinionBerkeley AI Research·· 2026-07-07

What happens when intelligence becomes cheap? Data systems for agents, operated by agents, and built by agents

Intelligence is Free, Now What? Data Systems for, of, and by Agents

What happened

Berkeley's EPIC Data Lab argues that as inference costs have fallen from around $30 per million tokens for GPT-4-level models in early 2023 to under $1 today—and below $0.10 at some vendors—data systems face three new challenges: systems designed for agents, systems operated by agents, and systems built by agents.

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