Firmulate’s live AI company test finds that spotting a crisis is not enough. An enterprise pilot tests models against your business, with no system writeback.
Before an AI Runs Your Coffee Business, Put It Through a Bad Week
Browsing Category
Caffeine Science
33 posts
The AI Model Taste Test Has a Surprise Second Place
Moonshot’s Kimi K3 placed second in Firmulate’s company-management trial, ahead of three rivals. The results suggest businesses should test models on their own work.
Why a Do-Nothing AI Benchmarks at 26 Points and What It Means for Business Trustworthiness
This experiment reveals that honest AI models score at least 26 points—showing partial competence—while trust breaches cap their success. A transparent test for business trustworthiness.
Why Timing Your Coffee Can Change Your Day
Discover the best times to enjoy coffee for optimal energy and health in 2026. Explore top picks and expert tips on when to drink coffee. Read more!
AI in Business: Diligence Alone Isn’t Enough to Win the Deal
A live experiment reveals that AI models can recognize crises and resist manipulation, but only strategic prioritization and disciplined focus lead to winning deals. Discover why diligence alone isn’t enough.
AI’s Hidden Weakness: Reading Your Files Deeply Decides the Deal
Deep reading AI models outperform their peers by uncovering hidden facts and closing big deals. Learn how thorough file analysis is the game-changer for enterprise AI success.
AI Management Simulations Reveal Critical Gaps Beyond Chat Quality
Live experiments show AI can detect crises and resist manipulation, but managing real business pressure requires more than chat quality. Trust management, not just answers.
Can AI Manage a Business Under Pressure? The Live Experiment That Reveals Their True Personalities
Explore how AI models manage a live business in a simulated crisis, revealing their management personality traits and trustworthiness—crucial for real-world use.
AI Models Proven Resilient in Simulated Corporate Crisis — No Compromises on Integrity
Leading AI models have demonstrated their ability to resist manipulation and uphold integrity in simulated crises, proving trustworthiness before real-world deployment.
Inside a Live AI Experiment: A Company That’s Winning, Losing, and Always Watching Its Decisions
Watch a real company managed by AI models face crises, ethical dilemmas, and business deals daily. The experiment exposes AI strengths and weaknesses in high-stakes management.
