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ResearchSeptember 15, 2026

AutoTailor: Automatic, User-Aligned Capability Selection and Adaptation for Web Agents

Web agents can utilize reusable tools to reduce the cost and latency of low-level browser interaction, but automatically discovered tool collections can be large, redundant, and poorly aligned with user demand. We present AutoTailor, a meta-agentic framework for constructing and…

Xinyun Cao, Adriana Szekeres, Fazle Elahi Faisal·arXiv — cs.AI
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Key Takeaways
  • 01.Web agents can utilize reusable tools to reduce the cost and latency of low-level browser interaction, but automatically discovered tool collections can be large, redundant, and poorly aligned with user demand
  • 02.We present AutoTailor, a meta-agentic framework for constructing and…

This material is provided as an extended analytical summary.

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Aggregated within AI Qazaqstan national intelligence stream with author attribution.

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