Skip to content
Trending storyDeveloping

IBM's JevAct adds a runtime check on LLM agent tool calls, raising Telecom success

1 article1 sourcesince Oct 31Last article 1h ago ·

Overview

AISummary of 1 article

IBM researchers introduce JevAct, a runtime check that sits between an LLM agent and its tools and verifies selected tool calls before they run.

Failed calls go back to the agent with feedback for revision. The paper reports that Opus 4.6's three-run success rate on the τ²-bench Telecom benchmark rose from 39.5% to 80.7%. The authors say the gain comes from the harness, since the models and tools were unchanged. They report smaller, mixed results on the airline benchmark.

Written by AI from the articles below · updated Oct 31, 11:22 AM ET

Check the sources:

Latest developmentOct 31, 11:06 AM ET
IBM's JevAct adds a runtime decision gate to tool-using LLM agents

Article timeline

The articles in this story. Times are ET.

Oct 31
  1. elvisX
    IBM's JevAct adds a runtime decision gate to tool-using LLM agents

    AIIBM researchers introduce JevAct, a runtime check that sits between an LLM agent and its tools and verifies selected tool calls before they run. Failed calls return to the agent with feedback for revision, and the paper reports that Opus 4.6's three-run success on τ²-bench Telecom rose from 39.5% to 80.7%. The authors say the gains come from the harness, since models and tools were left unchanged, and airline results were smaller and mixed.

    Image from @omarsar0's post

Heat Trend

Not enough continuous observations to show a trend yet.