Insights

Insights on governed AI, Knowledge Engineering and Context Engineering

Technical and strategic content based on real project experience, research and the evolution of GenInContext.

Technical knowledge based on real experience

A single editorial area builds topical authority and avoids splitting content between “Learn” and “State of the Art”.

Featured articles

K
Architecture

Knowledge Engineering vs. Context Engineering

Why an organization needs persistent, governed knowledge before optimizing the context of each model call.

C
Context Engineering

Minimal context: fewer tokens, more control

How to select relevant evidence, criteria, permissions and limits without flooding the model with information.

A
Trusted AI

Governed abstention in AI systems

What to do when evidence is insufficient, there is a contradiction or an action requires human review.

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