applied ai June 24, 2026 5 min read
When Being Wrong Costs Someone Their Freedom
In public systems where an error changes the course of a person's life, the goal of applied AI is not to decide faster. It is to make expensive human judgment go further — with every step visible, contestable, and owned by a person.
In high-stakes public systems, a confident wrong answer is worse than no answer. Where applied AI belongs, where a human must stay in the loop, and why explainability is the whole product.
Eli Wood
CEO, Black Flag Design