INSIGHTS
Inside the Matrix
Notes on AI engineering, product building, responsible AI and the evidence behind new ventures.
AI Engineering
What it takes to move beyond the AI demo
A useful AI product is more than a model response. It is a system of data, decisions, controls and evidence.
AIProductEvaluation
Responsible AIHuman control in agentic systems
How approval boundaries turn autonomous capability into accountable product behaviour.
AgentsGovernanceHuman Oversight
Startup BuildingWhy venture portfolio learning compounds
Shared infrastructure and cross-industry evidence can make each new product faster and more considered.
Venture StudioResearchProduct