IntentWeaver: Sustaining Coherence across Evolving Intents in Human-AI Co-Writing
4.40T1 sourcearXiv cs.HC
Source record
Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2611.08214.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryIntentWeaver models writers' goals as a hierarchy, tracks fulfillment and cross-level coherence during AI-assisted revisions, and propagates the effects of changes across levels. A within-subjects study with 24 participants found more frequent revisitation of higher-level intents, fewer unnoticed deviations, and texts that better reflected those intents.
Why it mattersThe paper identifies a specific failure mode in AI co-writing and tests a concrete interface for preserving alignment between overarching goals and local edits.
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