decision making Archives - Gérard Métrailler

July 21, 2026July 30, 2026

Every AI Answer Is a Bet Dressed as a Fact

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Leadership was always about judgment under uncertainty. Now the machine is uncertain, too, with every AI answer arriving as a single number in a confident voice. Re-attaching the odds is the skill LLMs quietly made critical.

Your AI sounds equally sure whether it is right or guessing. That flat confidence is not a quirk; the same training that makes a model agreeable also makes it overconfident. Leadership has always meant deciding before all the facts are in, and the tool used to be the one certain thing on the desk. It just stopped being certain. This is the fourth cognitive lens: reading every answer as one drawn from a distribution, and supplying the calibration that the machine cannot.

June 30, 2026July 30, 2026

Your Hardest Problems Aren’t Problems

The ones that keep coming back to the same meeting were never yours to solve. In the age of AI agents, tensions move to the core of the job.

A company handed two-thirds of its customer service to AI, shed the equivalent of 700 support agents, and called it solved. A year later, the CEO said the words every leader dreads: We went too far. It was not an AI mistake. It was a category mistake, the same one that breaks reorgs, rewrites, and roadmaps. Many of your hardest calls were never problems with answers. These were tensions to be managed, and AI agents just turned spotting the difference into a survival skill.

This is the first article in a short series on three cognitive lenses for thinking under pressure: tension, connection, and reduction.

February 26, 2025February 26, 2025

Are you leading or just reacting? A look at the systems thinking mindset

Most leaders don’t realize they’re stuck in a cycle of reacting to problems instead of solving them at the source. In this episode, we explore Systems Thinking—the mindset that helps leaders break silos, anticipate ripple effects, and make smarter long-term decisions. From the great toilet paper shortage of 2020 🧻 to business strategies that backfire, we’ll dive into why understanding the bigger picture is the key to effective leadership.

📖 Read the written companion to this episode: ccworld.ca/systems

January 31, 2025January 31, 2025

Seeing the Forest and the Trees: Why Leaders Need a Systems Mindset

Leading a business is like running a control center. Every switch, gauge, and flashing red light represents decisions, external forces, and a network of human relationships. It’s tempting to jump from crisis to crisis, putting out fires. But without stepping back to see the whole system, leaders risk missing the bigger picture. Problems persist, and root causes remain untouched.

Systems thinking shifts focus from firefighting to foresight. It reveals hidden bottlenecks, delays, and inefficiencies. It helps leaders make smarter decisions by understanding how changes ripple across an organization.

My introduction to systems thinking came when I decided to attend an elective course at university. What I learned about seeing the bigger picture and inter-connectedness has shaped my thinking ever since. This mindset has helped me always consider how decisions ripple through organizations over time.