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11 Pith papers cite this work. Polarity classification is still indexing.

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CEO-Bench: Can Agents Play the Long Game?

cs.AI · 2026-06-16 · unverdicted · novelty 6.0

CEO-Bench evaluates AI agents on managing a startup over 500 days, showing that even top models like Claude Opus 4.8 and GPT-5.5 barely maintain starting capital and fail to turn consistent profits.

Business Utility of Large Language Models as Exploratory Data Analysis Agents

cs.CY · 2026-05-08 · unverdicted · novelty 5.0

Evaluation of 15 LLM configurations across four conditions in a supply chain EDA benchmark finds most lack sufficient repeatability for autonomous deployment, with GPT-5.4 at extra-high reasoning effort scoring highest on mean score (0.8748) and proposed Business utility (0.6952).

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  • Business Utility of Large Language Models as Exploratory Data Analysis Agents cs.CY · 2026-05-08 · unverdicted · none · ref 15

    Evaluation of 15 LLM configurations across four conditions in a supply chain EDA benchmark finds most lack sufficient repeatability for autonomous deployment, with GPT-5.4 at extra-high reasoning effort scoring highest on mean score (0.8748) and proposed Business utility (0.6952).