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Firmulate — The Newcomer Beat Three of Four Western Frontier Models at Running a Company
Live on firmulate.com.

Imagine a future where artificial intelligence doesn’t just assist with your health advice or manage your calendar, but actually runs a company through its toughest week — making crucial decisions, resisting manipulative tactics, and even closing deals. As consumers increasingly rely on AI for personal health and wellness, a new experiment pushes the boundaries: can these models be trusted to handle complex, high-stakes business operations? The answer might surprise you.

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Recent tests conducted by the public experiment platform Firmulate have revealed impressive results from several leading AI models. These models, tested in a simulated real-world business environment, were tasked with managing a small software company’s worst week — facing crisis after crisis, customer manipulations, and ethical temptations that would challenge even seasoned managers.

The results? All four models identified every crisis and refused every manipulation attempt, highlighting their potential for trustworthy decision-making. Yet, only two of them successfully closed a critical €55,000 deal based solely on analysis and discipline, illustrating that trust and efficacy are not just about spotting problems but also about executing solutions.

Among the competitors, the top scorer was gpt-5.6-sol, which achieved a score of 95 out of 100, narrowly edging out the newcomer Kimi K3, which scored a 93. Notably, K3 demonstrated the cleanest discipline in the field — refusing manipulative tactics like fake CEO messages, escalating threats, and even a staged reporter inquiry. It also uncovered a buried critical document reference deep within the company’s files that was crucial for closing a deal at full price, a feat that the others missed.

Contrastingly, Opus 4.8, the most thorough and analytical participant with over 80 learned rules, finished last, leaving a deal on the table due to discipline slips and failure to escalate issues properly. This underscores an ongoing insight: depth of analysis does not automatically translate into flawless execution or trustworthiness under pressure.

It’s essential to note that Kimi K3 was run without an effort parameter (the default API setting), while the other models operated at an elevated ‘xhigh’ setting. This detail emphasizes that even without extra tuning, K3’s performance was formidable, raising important questions about how we evaluate AI capabilities for high-stakes roles.

Why does this matter for health and wellness consumers? As AI’s role expands into personal health management, support, and decision-making, trustworthiness becomes critical. If an AI can handle complex business crises ethically and effectively, it suggests similar potential in healthcare applications — provided the AI is tested rigorously against real-world challenges.

For those investing in health tech, this experiment is a reminder: the quality of an AI model isn’t just about how well it chats or analyzes data. It’s about whether it can follow through, avoid shortcuts, and stay honest — especially when under pressure. Choosing the right AI partner now involves more than just superficial demos; it requires observing how it performs in real, messy situations.

Visit firmulate.com/benchmarks.html to explore full results and watch the live experiment in action. The real-world implications are clear: trustworthy AI is emerging as a vital asset for future health and business success, but only if it proves its discipline in the crucible of real challenges.

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

The latest AI models are not just writing better; they are proving they can run a company ethically and effectively under pressure. For health and wellness, trust in AI will depend on rigorous testing like this — where models face real crises and must stay honest, disciplined, and reliable.

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

Powered by Thorsten Meyer AI

This article is for informational purposes only and is not medical advice. Always consult a qualified healthcare professional about your specific situation.


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