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Ellie Pavlick

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#artificial intelligence Review Sep 2026

Ownership in AI-Assisted Everyday Tasks

It is found that felt ownership depends on the process of collaboration: people disown work when they merely approve AI's suggestions, but retain ownership when they lead, iterate, or rewrite, but retain ownership when they lead, iterate, or rewrite.

Megan Wei, Melanie Subbiah, Audrey Lee et al. · 0 citations
#natural language process... Preprint Aug 2026

Slow to See, Slow to Suppress: Understanding the Effects of Modality in Context-Memory Conflicts

The complexity of ensuring consistent behavior as models become increasingly multimodal and retrieval-augmented is illustrated, showing that the longer processing time associated with resolving visual entities prevents the suppression of the model's usual factual recall mechanism, thus resulting in more parametric answ...

Athulith Paraselli, Etha Tianze Hua, Ellie Pavlick · 1 citation

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