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The latest Liu news, : Coding agent harnesses triple token costs without boosting benchmark scores, study finds.
2 stories mentioning Liu since 11 September 2026, newest first, each with its sources and discussion. Follow to see new ones on your front page.
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Coding agent harnesses triple token costs without boosting benchmark scores, study finds
Complex harnesses for coding agents inflate token bills by up to three times while barely improving benchmark performance over minimal setups, according to a study by researchers Liu and Han at Shandong University. The…
1 sourceThe Decoder -
New probability-wave framework links trader behavior to AGI architecture design
Researchers have proposed a novel probability-wave framework to model the collective behavior of adaptive agents, challenging the standard assumptions of neoclassical finance. By deriving testable eigenmodes from a…
1 source primary sourcearXiv cs.AI
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As of 24 October 2026: Coding agent harnesses triple token costs without boosting benchmark scores, study finds. Complex harnesses for coding agents inflate token bills by up to three times while barely improving benchmark performance over minimal setups, according to a study by researchers Liu and Han at Shandong University.