Zaki Hasan

AI

Thoughts on artificial intelligence, context layers, and how companies become legible to machines.

Can I trust the numbers?

Making LLM extraction trustworthy enough to act on

The Application Layer: Contextual Intelligence as the New Source of Competitive Advantage

As foundation models commoditise, competitive advantage is migrating to the application layer and contextual intelligence.