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A-R Space Profiles Tool-Using LLM Agents

A-R Space Profiles Tool-Using LLM Agents
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๐Ÿ“„Read original on ArXiv AI

๐Ÿ’กNew A-R framework profiles LLM agent safety in org deployments

โšก 30-Second TL;DR

What Changed

Introduces A-R space with Action Rate, Refusal Signal, and Divergence metrics

Why It Matters

Offers a nuanced view for deploying LLM agents in organizations with varying risk tolerances. Highlights how scaffolds redistribute execution vs. refusal, aiding model selection.

What To Do Next

Profile your tool-using LLM agents using A-R metrics across autonomy scaffolds.

Who should care:Researchers & Academics
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Original source: ArXiv AI โ†—