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"Frontier": A Word That's Traveling Too Fast
Frederick Chapleau

"Frontier": A Word That's Traveling Too Fast

This month, I heard half a dozen organizations introduce themselves as "frontier". None of them trains a model. That deserves a closer look.

AIstrategygovernancepositioningvocabulary
The Open Bar Is Closing: Thinking in Tokens, Not Just Hours
Frederick Chapleau

The Open Bar Is Closing: Thinking in Tokens, Not Just Hours

The era when you could throw any model at any task is over. The new skill to develop: choose the right model, give it the right context, and learn to reason in tokens as much as in hours.

AIstrategytokenscostmodelsgovernance
That's So February 2026
Frederick Chapleau

That's So February 2026

In a world where AI redefines our practices every week, what was innovative two months ago is already outdated. Our approaches, tools, and instincts must evolve at the same pace — and the people best equipped to help us stay on course aren't always who you'd expect.

AIstrategydevelopmentbest practicesphilosophy
Local or Cloud AI? The Real Math Nobody's Doing
Frederick Chapleau

Local or Cloud AI? The Real Math Nobody's Doing

Your data leaves your infrastructure with every AI request. Your cloud bill climbs without warning. What if the answer was already in your server room? The complete guide to choosing between local inference and cloud APIs in 2026.

AIinfrastructureLLMopen-sourcestrategy
AI and White-Collar Work: The Trust Problem Nobody Names
Frederick Chapleau

AI and White-Collar Work: The Trust Problem Nobody Names

AI can already perform many white-collar tasks. But organizations skipping the governance and trust-building step are taking a structural risk that is still widely underestimated.

AIgovernancewhite-collartruststrategy