Berkeley AI Research·· 2026-07-07
Intelligence is Free, Now What? Data Systems for, of, and by Agents
Intelligence is Free, Now What? Data Systems for, of, and by Agents
AI summary
As inference costs fell from around $30 per million tokens for GPT-4-class models in early 2023 to under $1 today, and below $0.10 at some providers, UC Berkeley's Aditya G. Parameswaran and colleagues proposed three directions for data systems in the agent era: For Agents, Of Agents and By Agents.
Selection record
Threshold 60Official, first-handFirst 30Second 34
Not admittedSum of both 64 < twice the threshold 120
- Source tier
- Official, first-hand; this tier's threshold is 60
- Pre-filter
- passed：讨论AI智能体与数据系统，实质AI技术
A model scores each item twice, independently, against one written standard, out of 100. An item is admitted only when the two scores add up to twice the threshold. The threshold is set per source tier.
Source: Berkeley AI Research · bair.berkeley.edu