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Defined Term updated Thu Jun 18 2026 00:00:00 GMT+0000 (Coordinated Universal Time)

AI Preferences (preference signals)

Machine-readable signals — an evolution of robots.txt — by which a website declares whether its content may be used for AI training or deployment. The work of an IETF AI Preferences working group, documented here from eff-web-under-attack-ietf.

What it is

A standard vocabulary and transport for “do / don’t use this for AI” expressed at the page or site level. As a convention it is voluntary, the way robots.txt has always been. The governance question is what happens once a venue blesses it: in some jurisdictions a standardized preference signal could become legally enforceable, converting a request that crawlers were free to ignore into an access right backed by law.

Why it sits in this spoke

It is governance of AI by controlling its inputs rather than its conduct — a lever aimed at the training-data supply chain, distinct from the conduct rules of the eu-ai-act or the content-output rules of China’s labeling regime. EFF reads it as a gate that, scoped too broadly, would also block non-AI crawling (archiving, research, accessibility); defenders read it as creators reclaiming consent over reuse. Both are recorded; the draft is unsettled.

Connections

ai-governance · risk-based-regulation · china-ai-regulation