Teaching Smaller Models
Cutting AI cost without cutting capability
Model upskilling gives businesses a way to reserve expensive models for teaching, exceptions, and genuinely complex work.
Opinions Tag
Strategy
4 posts
Horizontal AI vs. Vertical AI
General-purpose models are useful raw material, but production AI needs the specificity of a governed operating model.
Estate AI and Natural Capital
The estate as a carbon business. Not a side project.
Natural capital is becoming a balance-sheet issue for estates, not a peripheral environmental initiative.
The Tokenised Brand
What is brand tokenisation?
A practical definition of brand tokenisation for leaders who need AI to work within brand control.