most citedHow Far Are We? The Triumphs and Trials of Generative AI in Learning Software Engineering

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cs.AI2026

SovereignPA-Bench: Evaluating User-Owned Personal Agents under Evolving Intent, Platform Mediation, and Consent Constraints

Dylan Zongmin Liu

Personal agents that book and buy for their users act through platforms that rank, nudge, pre-select and collect data in their own interest. We introduce SovereignPA-Bench, a contr…