What If You Could Watch an AI-Led Business Fight for Survival?
Imagine a small enterprise operated entirely by artificial intelligence—no human employees, yet it faces real crises, makes real decisions, and even loses real money. This is not science fiction. It’s a live experiment by Firmulate, a pioneering company that runs AI models as full-fledged companies, providing a rare glimpse into how AI manages business under extreme pressure, publicly and transparently.
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The Unique Experiment: A Business Unfolds in Public
Firmulate’s live platform hosts a simulation where four different AI models run a small software company during its most challenging week. The setup is straightforward yet startling: same customer base, same crises, same temptations to cut corners, and all decisions are versioned and auditable. The models are tested not just for their technical prowess but for their integrity, discipline, and ability to complete their tasks under stress.
Every day, viewers can watch this digital enterprise navigate issues like security breaches, financial temptations, and social engineering attacks. The goal is to see if AI can handle real-world management dilemmas—an essential question as automation increasingly touches critical sectors like senior care and healthcare management.
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Key Findings: Transparency and Discipline Under Fire
- Crises are all detected: All four models successfully spot every crisis, demonstrating strong situational awareness.
- Refusal to manipulate: When faced with social engineering tactics—like fake CEO messages or reporter tricks—each model refused to comply, signaling robust ethical defenses.
- The buried secret: The decisive opportunity for success was hidden two documents deep in the company’s files—information that, if read, would have secured a full-price deal (+€4,583 MRR). Only models that explored these files managed to close the deal at full value.
- Decision quality varies: Among the models, gpt-5.6-sol scored the highest (95 out of 100), identified the hidden fact, and secured the deal. Kimi K3 closely followed with a score of 93 and also closed the deal, showing the best discipline. Sonnet 5 scored 88 and also closed, but with minor slips. Fable 5, despite strong rule discipline, left the deal unexecuted, scoring 77.
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Implications for Business and AI
This live experiment reveals that AI can be trusted to identify crises and refuse unethical requests, but success hinges on thorough reading and disciplined decision-making. Notably, the most critical secret was buried within the company’s documents, underscoring the importance of AI’s ability to search and interpret internal data—something often overlooked in typical demos.
For industries like senior care, where trust, ethics, and accuracy are paramount, these insights are vital. It’s no longer enough for AI to produce convincing chat or reports; it must demonstrate integrity, thoroughness, and the ability to complete critical work—even under pressure.
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Built-in-Public: Transparency as a Business Model
Firmulate’s approach is radical. Every decision, every rule learned by the models, every version, and each day’s performance are made public and auditable at firmulate.com/live.html. This build-in-public strategy offers unparalleled transparency—crucial for sectors where accountability matters.
What Does This Mean for Your Business?
Watching these AI models operate in real time exposes strengths and vulnerabilities that are often hidden behind polished demos. It shows that AI can handle complex management tasks ethically and effectively, but only if trained and disciplined properly. For industries like senior care, where trust, compliance, and decision integrity are critical, this experiment underscores the importance of testing AI thoroughly before deployment. The future is transparent, and the most honest AI will be the most trusted.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
