When it comes to relationships — whether in love or business — intelligence alone isn’t enough. Sometimes, the most diligent partner fails because they miss the real point. A new experiment with AI models mimics this truth, revealing that even the deepest analysis and most rules don’t guarantee success if focus and discipline slip.
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The AI Experiment: Testing Diligence and Priorities in a Fake Company
At the heart of a unique live experiment by Firmulate, four advanced AI models were tasked with managing a small software company through its toughest week. This was no ordinary test. Each model faced the same crises, the same customer demands, and the same temptations to cheat or manipulate. Every decision was recorded, versioned, and auditable, ensuring transparency and fairness.
The models ranged from the most thorough, with over 80 learned rules, to simpler baselines. They all showed impressive vigilance: spotting every crisis and refusing every manipulation attempt. Yet, only half succeeded in closing a critical deal valued at €55,000, based on their own analyses. The others, despite their diligence, left money on the table or failed to follow through entirely.
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What Did the Models Miss?
The key weakness was not in recognizing problems but in prioritization. Deep analysis and extensive rules didn’t prevent slip-ups in discipline. For instance, the most thorough model, Opus 4.8, identified all crucial facts and responded appropriately but ultimately failed to close the deal. Its downfall? It failed to escalate some work attempts into action, instead locking them away in a department, allowing discipline to slip and opportunities to be lost.
This pattern was consistent across all models: the same weakness, just weaker in some than others. Even with the best analytical approach, failure to focus on what truly matters led to missed opportunities and lost deals. The models that excelled prioritized reading critical files and understanding the context deeply, which proved decisive.
Why Focus and Prioritization Matter
This experiment underscores a fundamental truth applicable beyond AI: diligence and volume aren’t enough. In relationships and business, it’s about what you choose to focus on. The AI models’ tendency to perform thorough analyses was impressive, but their failure to escalate or act decisively diluted their effectiveness. Prioritization — recognizing the essential and acting swiftly — turned out to be the most valuable skill.
For example, in a simulated social engineering attack, the models refused manipulative requests, showing discipline under pressure. Yet, when it came to closing deals or escalating work, discipline waned without proper prioritization. The most disciplined model, Kimi K3, ran without an effort parameter and still managed to close the deal, highlighting that focus on core priorities is crucial.
Real-World Implications
This isn’t just about AI. It’s about how we manage relationships, whether with partners, clients, or even ourselves. The lesson is clear: volume of effort and rules alone won’t secure success. Success depends on the ability to identify what truly matters and to act on it consistently.
For leaders and managers, the takeaway is simple: run your teams or AI workflows as a wargame before hiring or deploying. Test them in scenarios filled with crises and temptations. Measure not just their knowledge but their discipline, focus, and prioritization. The real measure of an effective partner is whether they finish what they start, stay honest under pressure, and understand what to focus on.
Watch the Live Experiment
You can observe the ongoing experiment and see how these models perform in real-time at firmulate.com/live. The live setup captures the complexity of a real business environment, making it a valuable tool for understanding the true capabilities and limitations of AI in management roles.
In the end, even the most learned AI models can stumble if they lose sight of what matters most. Diligence isn’t enough; disciplined prioritization is key to impactful, trustworthy decisions.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
