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AI models struggle to run simulated startups in new CEO-Bench test

Researchers at Princeton University have developed CEO-Bench, a simulation designed to test the business acumen of AI models. In this 500-day simulated startup environment, most AI agents failed to remain solvent, with a basic rule-based heuristic outperforming nearly all of them. Only three AI models managed to finish the test with more capital than they started with. AI

IMPACT Highlights the current limitations of AI agents in complex, real-world decision-making scenarios like business management.

RANK_REASON Research paper detailing a new benchmark for AI agent capabilities. [lever_c_demoted from research: ic=1 ai=1.0]

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AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI models struggle to run simulated startups in new CEO-Bench test

COVERAGE [1]

  1. The Decoder TIER_1 English(EN) · Maximilian Schreiner ·

    Only three AI models finished above starting capital in a 500-day startup survival test

    <p><img alt="" class="attachment-full size-full wp-post-image" height="768" src="https://the-decoder.com/wp-content/uploads/2026/06/CEO-Bench-title.png" style="height: auto; margin-bottom: 10px;" width="1376" /></p> <p> Researchers at Princeton University built CEO-Bench, a test …