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BAGEN Study Finds Frontier LLM Agents Lack Budget Awareness

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Zihan "Zenus" Wang@wzenus#1381inAI

One sentence for today's AI developers: "I used to burn tokens; now I'm BAGEN the agents to stop."

馃У Claude-Opus-4.8 takes you too much tokens - but is this issue general across agents? Do agents know how much they'll spend?

Introducing Budget-Aware Agents (BAGEN): We study budget awareness across 4 envs & 5 frontier agents, and find structured failures in most of them. 馃憞

11:17 PM 路 May 31, 2026 路 1.7K Views
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Cr. @code_star 馃ぃ

One sentence for today's AI developers: "I used to burn tokens; now I'm BAGEN the agents to stop."

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