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When AI Meets Business Crisis: Can Robots Run a Company?

Imagine a greenhouse manager facing a sudden pest outbreak, supply chain hiccups, and urgent customer demands—all at once. Now, picture AI models stepping into the shoes of this manager, making decisions under pressure. Recent experiments reveal that some AI systems not only spot every crisis but also refuse to be manipulated, winning critical deals and saving customer relationships. The question is no longer whether AI can support your business—it’s whether it can lead when it matters most.

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The Experiment: Putting AI to the Test in Business Simulations

In a groundbreaking live experiment, four advanced AI models were tasked with managing the operations of a small, real-world software company during its most challenging week. The company faced identical crises, customer issues, and tempting manipulations—all scripted to mirror real business pressures. This setup allowed researchers to compare how each AI responded in the same stressful environment, with every decision recorded and auditable.

The League Table: Which AI Came Out on Top?

  • gpt-5.6-sol scored the highest with 95 points, successfully uncovering hidden information in company files and closing a €55,000 deal.
  • Kimi K3, the newcomer from Moonshot, closely followed with 93 points, demonstrating the cleanest discipline and decision-making integrity.
  • Sonnet 5 received 88 points, narrowly missing out on the deal, with some process slips.
  • Fable 5 scored 77, also closing the deal but slipping more often on discipline.

In contrast, a do-nothing baseline scored just 26, emphasizing how much proactive AI can achieve even under duress. Importantly, all models refused manipulative tactics like fake CEO messages or reporter tricks, showcasing their resilience against social engineering.

Key Findings: What Really Matters in AI Business Management

The experiment highlighted several crucial insights for anyone considering AI for business decision-making:

  • All models identified every crisis and resisted manipulation attempts—indicating a fundamental capacity for honesty and crisis recognition.
  • The decisive factor for winning the deal was reading and understanding buried company data, not just surface interactions.
  • The best performers demonstrated thorough analysis and discipline, refusing shortcuts or sloppy decisions even when under pressure.

The Hidden Weakness: Discipline Under Stress

Interestingly, even the top performers showed vulnerabilities. The most detailed model, Opus 4.8, with over 80 learned rules, still left the closing on the table and slipped into writing decisions into locked departments instead of escalating. This underscores that even highly thorough models need ongoing refinement to excel consistently.

Implications for Your Business

This experiment is not just a tech showcase; it’s a glimpse into the future of AI-managed companies. Whether in greenhouses, outdoor living, or any other domain, AI systems are now capable of:

  • Identifying and responding to crises accurately
  • Resisting manipulative tactics and social engineering
  • Closing critical deals based solely on analysis
  • Maintaining disciplined decision-making under pressure

What remains to be seen is whether your own AI tools can do the same, especially when tested in real-world conditions. The league table from this live experiment clearly shows that picking an AI model without testing it in your environment is a bet.

The Big Takeaway

As the experiment demonstrates, AI models now have the capacity to perform management tasks with integrity and discipline, outperforming many expectations. The choice of AI is crucial—and testing before deployment is more important than ever. If your business depends on decision-making under pressure, the risk of choosing an underperforming AI is real. Visit firmulate.com/benchmarks.html to see the full results, and consider running your own live wargame to evaluate your AI workforce before you hire it.

Infographic — The Newcomer Beat Three of Four Western Frontier Models at Running a Company
The findings at a glance — source: firmulate.com.

Key Takeaway

The latest AI models can manage critical business decisions under stress, outscoring competitors and resisting manipulation. Testing AI in live scenarios is essential to ensure reliability and integrity—don’t leave your business decisions to chance.

Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html

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