Insights

Notes from solving, building and learning.

This section will document practical lessons from education, operations, product development and responsible AI—not generic AI news.

Education · Draft planned

Why I built an AISSEE learning application for my son

The parent observation, the learning problem and the journey from concern to controlled evaluation.

Evidence · Draft planned

Missing data is not zero performance

Why honest analytics must distinguish poor performance from insufficient evidence.

Business · Draft planned

Define the problem before buying AI

How organisations can avoid automating confusion and investing in technology without a useful outcome.