Position: Build Agent Advocates, Not Platform Agents

Sayash Kapoor, Noam Kolt, Seth Lazar
2/14/2026

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Abstract

Language model agents are poised to mediate how people navigate and act online. If the companies that already dominate internet search, communication, and commerce -- or the firms trying to unseat them -- control these agents, the resulting platform agents will likely deepen surveillance, tighten lock-in, and further entrench incumbents. To resist that trajectory, this position paper argues that we should promote agent advocates: user-controlled agents that safeguard individual autonomy and choice. Doing so demands three coordinated moves: broad public access to both compute and capable AI models that are not platform-owned, open interoperability and safety standards, and market regulation that prevents platforms from foreclosing competition.

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@article{kapoor2026position,
  title  = {Position: Build Agent Advocates, Not Platform Agents},
  author = {Sayash Kapoor and Noam Kolt and Seth Lazar},
  year   = {2026},
  eprint = {2505.04345},
  archivePrefix = {arXiv},
  url    = {https://arxiv.org/abs/2505.04345},
  journal = {ICML 2025 2025}
}

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