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Researchers released ADIAS, a framework for automated design of interactive agentic systems that outperforms the strongest baseline by 25.2% across five benchmarks, marking a leap in agent development efficiency.

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ADIAS: New Framework for Automated Design of Interactive Agentic Systems Outperforms Baselines by 25%

Overview

FAQ

What is the ADIAS framework?

ADIAS is a framework for automated design of interactive agentic systems, relying on explicit and persistent tracking of issue states to guide the optimization and code repair process.

How does ADIAS differ from current methods?

Current methods are candidate-centric, while ADIAS is issue-centric, maintaining a clear state for each issue (identity, status, evidence) to guide repairs more effectively.

Can teams in the region adopt ADIAS now?

The framework is available as academic research on arXiv. Technical teams can experiment with it on their own benchmarks, but it requires expertise in agent development and code modification.

What benchmarks was ADIAS tested on?

It was tested on five diverse interactive benchmarks, achieving an average improvement of 25.2% compared to the strongest baseline.

Source: arXiv cs.AI

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