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Detecting AI lies

Detecting AI lies (also called grounded tokens) marks heuristic versus researched spans in assistant output.

Complements Actor-model agentic UI — provenance on words inside a fork; nodes on jobs across forks.

Heuristic and researched token provenance styles

Essay framing: Making model assumptions transparent.

Demo

Live demo

Spatial web windows Writing principles

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  • HCI Nerdz Discoverable surfaces. Lower cognitive tax.
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Extensions

Antora: lunr-extension · unversioned-component-urls

Built with Antora (3.2.0). UI: valentus-theme (MIT) with HCI Nerdz branding.