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

arXiv:2607.05363v2 Announce Type: replace Abstract: 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 controlled benchmark of whether such an agent follows the user's current intent, resists steering, shares only what a service needs, asks before exceeding its authority, and reports truthfully. A scripted platform and a scripted user surround the agent in 1,920 booking scenarios and 288 cancellation scenarios with retention flows. Each of the 192 booking situations, in 1

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