Topic archive

Civic Tech

3 published stories filed under Civic Tech.

A careful human hand on a railway switch lever at a forking track, with a magnifying lens inspecting the junction before the choice
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 headshot

Eli Wood

CEO, Black Flag Design

Read
A delicate lab instrument under glass being carefully transferred into a sturdy handheld device while preserving its precision
ai June 24, 2026 4 min read

From Rigor to Tool: Applied AI Without Losing the Research

Rigorous research changes minds. A tool changes behavior. The gap between the two is where most research dies — and where applied AI is most tempting and most dangerous, because the easy version strips out the rigor that made the research worth trusting.

Turning research into a usable tool means putting findings in front of people who will act on them. Applied AI can close that gap — or quietly launder away the rigor. Where it fits, and how to keep the research intact.

Eli Wood headshot

Eli Wood

CEO, Black Flag Design

Read
A magnifying lens highlighting a single glowing thread emerging from a tall stack of pages
ai June 24, 2026 4 min read

Reading the Law as It Moves: Applied AI for Legislative Intelligence

Legislation is a firehose of messy, fast-changing text where a single amended clause can flip what a bill means. Tracking it is a judgment problem, not a search problem — and that is exactly where applied AI helps, and exactly where a confident wrong reading can cost an advocacy campaign everything.

Legislative tracking is judgment over messy, fast-moving legal text, not keyword search. Where applied AI fits, why explainability is non-negotiable for advocacy decisions, and where a human still reads the clause.

Eli Wood headshot

Eli Wood

CEO, Black Flag Design

Read