Firmulate’s AI models faced a company’s worst week. The results show why businesses should test crisis decisions against their own playbooks before deployment.
Before You Let an AI Run the Workshop, Put It Through a Bad Week
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Hand Tool Techniques
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A Sharp Tool Still Needs a Good Test: What a Company Wargame Revealed About AI
A live company wargame put five AI models through a difficult week. Kimi K3 beat three rivals, but a fairness caveat and follow-through still matter.
A Good Tool Is Judged by the Cut, Not the Sales Pitch — So Why Do We Grade AI on Its Chat?
A live AI benchmark scores a do-nothing manager 26, not 0 — and caps any grade after a single breach of trust. Here’s why honest gauges beat perfect scores.
The Meticulous AI That Measured Everything—and Still Missed the Sale
Firmulate’s most diligent AI learned 80 rules and found every crisis, yet finished last—showing why disciplined follow-through beats analysis.
The AI That Checked the Drawings Won the €55,000 Contract
Firmulate buried a decisive sales fact two references deep. The models that checked the files closed a €55,000 deal; the others left it behind.
The Real AI Test Is Whether It Finishes the Job
Coding benchmarks show whether AI can produce an answer. Firmulate asks the harder business question: will an agent finish the job under pressure?
The Management Grain of AI: Which Model Would You Trust in the Workshop?
Firmulate’s unedited management quiz reveals distinct AI personalities: thorough analysts, disciplined operators and models that fail to close.
The Measure-Twice Test for AI: Would Your Digital Foreman Hand Over the Customer List?
Five frontier AI models resisted fake CEO demands and a reporter’s trick, showing firms can test integrity before agents reach real systems.
Measure Twice, Close Once: Inside a Software Company Run by AI
A live AI-run software company exposes the gap between spotting trouble and finishing the job, with its cash pressure and work open for all to see.
How AI Testing Revealed the Hidden Strengths and Flaws of Business Decision-Makers
Real AI management skills are invisible in chat demos. Live tests reveal whether models can finish the job, read internal docs, and stay honest under pressure.
