A rigorous tool for quantifying AI assistant irritation surfaces.
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TII - Temporal Intrusion Index
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LPS - Linguistic Pathology Score
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EFR - Epistemic Failure Rate
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PQ - Paternalism Quotient
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TAI - Telemetry Anxiety Index
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ICS - Interaction Coherence Score
Lower ISA = Better UX.
AGPL-3.0-or-later. See LICENSE.txt.