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cs.AI2026
AIChilles: Automatically Uncovering Hidden Weaknesses in AI-Evolved Systems
Yajie Zhou, Ao Li, Ashwin Silla +2
The computer systems community has recently seen growing interest in AI-driven system evolution, where AI agents iteratively rewrite systems. Frameworks such as AdaEvolve and Engra…
cs.AI2026
Generating Expressive and Customizable Evals for Timeseries Data Analysis Agents with AgentFuel
Aadyaa Maddi, Prakhar Naval, Deepti Mande +3
Across many domains (e.g., IoT, observability, telecommunications, cybersecurity), there is an emerging adoption of conversational data analysis agents that enable users to "talk t…