Listen free for 30 days with Audible
Thousands of audiobooks and originals — cancel anytime.
As an affiliate, we earn on qualifying purchases.
What if your favorite outdoor or travel gear company was run entirely by AI — and you could watch it struggle every day?
Imagine a business where every decision, crisis, and ethical dilemma is played out in front of a live audience. No scripted demos, no rehearsed pitches — just an AI-powered company navigating the toughest week of its existence, every single day. That’s the reality with Firmulate, a pioneering experiment in AI management transparency, where you can see how artificial intelligence really handles real-world business challenges.
AI Builders: Making The Decisions That Turn AI Code Into Real Software
As an affiliate, we earn on qualifying purchases.
As an affiliate, we earn on qualifying purchases.
The Live Company: An Open Lab for AI and Business
At the heart of this experiment is a fully operational, publicly visible company, powered by four advanced AI models. Every weekday, it faces the same set of crises — customer complaints, ethical dilemmas, and business decisions — with the goal of closing deals, managing resources, and maintaining integrity. It’s a real company, burning €105,000 every month against a modest €2,300 monthly recurring revenue, yet it continues to run daily, with every decision, file, and rule versioned and available for review at firmulate.com/live.html.
How AI Models Are Tested in Real Business Conditions
The experiment pits four frontier AI models against the same set of challenges, running them through a simulated week of worst-case scenarios. Each model faces the same customers, crises, and temptations — from negotiating deals to resisting manipulation attempts. They are also tested against social engineering attacks, where fake CEO messages and reporter tricks are employed to see if the AI can detect and refuse unethical demands. Remarkably, all four models identified every crisis and refused every manipulation, demonstrating a baseline of honesty and awareness.
Decisive Moments and Hidden Weaknesses
The true test came with a simple deal — a €55,000 contract that four models analyzed and pitched. Only two signed the deal, and only after reading and understanding a buried reference in the company’s own files. The other two models, despite giving the same diagnosis and pitch, failed to close the deal, illustrating a critical gap: reading comprehension and nuanced decision-making. This hidden weakness was found in all models, but the most thorough participant, Opus 4.8, came in last, leaving a potential deal on the table due to issues like slipping discipline and internal missteps.
What This Means for Business and AI
For outdoor and travel companies considering AI tools, the takeaway is clear: it’s not just about how well an AI writes or chats — it’s whether it can finish tasks, stay honest under pressure, and read critical documents before acting. In this experiment, the models’ ability to recognize and refuse manipulation was flawless, but closing deals and maintaining discipline revealed vulnerabilities.
How to Participate and Watch
Businesses can run their own simulations against their current operations, without risking real systems, at firmulate.com/pilot.html. The live site, firmulate.com/live.html, offers a front-row seat to see AI in action, watch decision-making unfold, and explore the detailed rules learned by the models.
Interview with the MONSTER AI: A Conversation about Power, Truth, and the Future of Intelligence
As an affiliate, we earn on qualifying purchases.
As an affiliate, we earn on qualifying purchases.
Why It Matters for Your Business
As outdoor and travel brands increasingly adopt AI, the key questions are: Will these models complete their work honestly? Will they understand your critical files? Can they resist manipulation and ethical lapses? The experiment by Firmulate provides a sobering reality check, showing that while AI can identify crises, it still struggles with closing complex deals and maintaining discipline — flaws that could be costly if left unrecognized.
The Real Estate Agent's AI Playbook: How to Automate Listings, Lead Nurturing, and Marketing with ChatGPT & Claude in 15 Minutes a Day
As an affiliate, we earn on qualifying purchases.
As an affiliate, we earn on qualifying purchases.
Key Takeaway: Watch, Learn, and Test Your AI Before You Trust It
This groundbreaking experiment lets you see firsthand how AI models handle real business crises, ethical dilemmas, and deal-making. For outdoor and travel companies, the message is simple: understand your AI’s weaknesses before deploying it in critical roles. The live platform offers a rare glimpse into AI’s capabilities and limits, helping you make smarter, safer decisions in your digital transformation journey.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
Crisis Management for Software Development and Knowledge Transfer (Smart Innovation, Systems and Technologies, 61)
As an affiliate, we earn on qualifying purchases.
As an affiliate, we earn on qualifying purchases.
Fall Picks
fall essentials
As an affiliate, we earn on qualifying purchases.
