{
  "id": 13791,
  "url": "https://arxiv.org/abs/2607.23539",
  "title": "Private Again: AI Agents Restore Anonymity---Foreclosing Discrimination and Its Proof",
  "summary": "arXiv:2607.23539v1 Announce Type: new Abstract: AI agents can transact online on behalf of a human principal---browsing, paying, receiving, and reviewing---without linking a transaction to a principal. That architecture starves algorithmic discrimination of its inputs---identity, purchase history, location history, behavioral traces, and demographic proxies---but also forecloses its proof. Disparate-treatment needs comparators; disparate-impact needs protected-class baselines; and Iqbal-era plea",
  "authors": "Anirban Mukherjee, Hannah Hanwen Chang",
  "category": "research",
  "topics": "bias-fairness,agents-autonomy",
  "orgs": null,
  "regions": null,
  "published_at": "2026-07-28T04:00:00.000Z",
  "fetched_at": "2026-07-28T05:10:12.325Z",
  "source_slug": "arxiv-cscy",
  "source_name": "arXiv cs.CY",
  "source_homepage": "https://arxiv.org/list/cs.CY/recent",
  "ethics_ai_record_url": "https://ethics.ai/record/13791",
  "original_url": "https://arxiv.org/abs/2607.23539",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}