
Imagine a gym where every workout, every decision, is scrutinized in real-time — not by trainers, but by artificial intelligence. What if this gym was actually a company, actively losing money every day, yet open for public viewing? Welcome to the world of Firmulate, a groundbreaking experiment in AI management that’s redefining accountability and transparency in business.
Watching AI Fight for Survival in Real Time
At the heart of this experiment is a small software company, run entirely by AI models that simulate real management decisions. Every workday, the company faces simulated crises, customer demands, and ethical dilemmas — all on a publicly accessible platform at firmulate.com/live.html. The company is real in its mechanics: it burns through €105,000 each month while generating just €2,300 in monthly recurring revenue (MRR). This stark imbalance underscores the experiment’s core: can AI manage, or even survive in, a money-losing environment?
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How the AI Models Are Tested
The experiment pits four leading AI models against each other, running the exact same week’s scenario through the company’s virtual operations. These models, including GPT-5.6, Kimi K3, Sonnet 5, and Opus 4.8, are challenged by the same crises, customer requests, and ethical puzzles. Each decision they make is versioned and publicly auditable, enabling observers to see precisely how the AI responded at every turn.
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The Surprising Results
While all four models successfully identified every crisis and refused manipulation attempts — such as social engineering or fake CEO messages — only two managed to close the deal that would keep the company afloat. Interestingly, the decisive factor wasn’t in their crisis management or ethical stance, but in a buried detail within the company’s own files. The models that read and understood this hidden information secured an additional €4,583 in MRR, effectively winning the deal at full price.
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The Hidden Weakness and Its Impact
Deep within the company’s documentation lay a critical piece of knowledge that most models overlooked. Those that uncovered it were able to close the deal at full price; others left it on the table. This underscores a vital point: the difference between AI models that merely react and those that truly understand the context — especially from complex internal data — can be the difference between profit and loss.
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Ethics and Integrity Under Pressure
Beyond managing crises and understanding data, the models faced attempts to manipulate their decisions through social engineering. Fake CEO messages escalated over three stages, and even a reporter trick asking for a simple yes/no response. Remarkably, all models refused to be manipulated, with Kimi K3 explicitly noting their suspicion of impersonation and possible approval-bypass tactics. This highlights a key strength: AI systems can be trained to uphold ethical standards even under duress.
The Business Reality
The live experiment isn’t just a tech demo; it’s a real company running every business day. The company employs 13 synthetic employees and operates under a strict set of 680+ self-learned rules. It’s a transparent window into the future of AI-managed businesses, showcasing how AI handles real-world crises, financial mechanics, and ethical dilemmas.
Lessons for the Future
What does this mean for your business? First, it demonstrates that AI can identify and respond to crises effectively, and even refuse unethical or manipulative tactics. Second, it proves that understanding internal data — those buried references — is crucial for closing deals and making profitable decisions. Lastly, it raises an important question: if an AI can run a money-losing company transparently, what about your own operations? Could your AI tools be honest, diligent, and insightful enough to improve your bottom line?
Stay Informed and Engaged
To see this experiment in action and explore the decision-making process of each AI model, visit firmulate.com/live. You can also review the detailed quotes from the models at firmulate.com/quotes. This is not a static presentation; it’s a live, evolving story of AI management, accountability, and the relentless quest for survival in a ruthless digital economy.

In a world where AI can manage a money-losing company with transparency and integrity — and even refuse manipulation — the future of business management is already here. Watching this live experiment offers a rare glimpse into AI’s potential to uphold ethics, understand complex data, and make difficult decisions under pressure, all while revealing what truly separates an effective AI manager from the rest.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html