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agent/papers/items/2026-2607-05363-sovereignpa-bench-evaluating-user-owned-personal-agents-under-evolving-intent-pl.md
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# Paper: SovereignPA-Bench: Evaluating User-Owned Personal Agents under Evolving Intent, Platform Mediation, and Consent Constraints
---
type: paper
title: "SovereignPA-Bench: Evaluating User-Owned Personal Agents under Evolving Intent, Platform Mediation, and Consent Constraints"
authors: Dylan Zongmin Liu
year: 2026
venue: arXiv
url: https://arxiv.org/abs/2607.05363
code_url:
source: arxiv
collected_at: 2026-07-08
published_at: 2026-07-06
updated_at: 2026-07-06
status: queued
relevance: high
topics:
- agent-evaluation
- agent-safety
- computer-use
- embodied-agent
- memory
- tool-use
methods:
-
benchmarks:
-
models:
-
datasets:
- cs.AI
related_concepts:
-
related_jobs:
-
related_experiments:
-
related_projects:
-
collection_score: 16
collection_queries: agent-evaluation, tool-use
---
## One-line Takeaway
Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.
## Why Collected
- matched queries: agent-evaluation, tool-use
- inferred topics: agent-evaluation, agent-safety, computer-use, embodied-agent, memory, tool-use
- arXiv categories: cs.AI
- collection score: 16
## Review Checklist
- Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
- Does it include a benchmark, dataset, code, or reproducible experimental setup?
- Should it be promoted from `queued` to `skimmed` or `summarized`?
## Links
- arXiv: https://arxiv.org/abs/2607.05363