Five AI Ideas May Still Be One Idea
Generative AI can make brainstorming feel abundant while options converge on the same mechanism. A structural diversity audit reveals what the list actually leaves out.
A Public Form Should Survive an Interruption
When a public online form loses work after a timeout or failed upload, interruption becomes exclusion. A resilient draft can preserve progress without keeping personal data forever.
Measure AI Work at the Finish Line
AI can make a first draft arrive quickly while review, correction and integration grow. Measure accepted work—not generation speed—with a small paired-task trial.
Before an AI Agent Acts, Ask for a Change Preview
An AI agent’s plan is not an exact preview of its actions. Test a workflow that binds approval to specific changes, detects stale versions and makes recovery limits visible.
The Best AI Answer May Begin With a Question
AI assistants often complete an underspecified task instead of exposing the missing choice. A one-question budget can reduce rework without turning every request into an interview.
Your Wi-Fi Dead Zone Is a Map of Your Home
Weak Wi-Fi can reveal the hidden radio landscape of a home. A simple three-point test separates broadband trouble from walls, interference and poor router placement.
Synthetic Users Are Hypotheses, Not Participants
AI personas can widen a design team’s hypotheses, but fluent simulation is not lived evidence. Compare synthetic predictions with real observations before using them to decide.
An AI Memory Should Come with an Expiry Date
Persistent AI memory saves repetition but can preserve stale assumptions. Build a Memory Boundary Card to govern purpose, source, correction and expiry.
The Help Desk Is a Sensor, Not a Cost Centre
Support demand is not merely overhead. Repeated calls, abandoned forms and unnecessary visits can reveal defects that transaction dashboards never see.
Do Not Make Human–AI Agreement the Goal
Human–AI agreement can hide anchoring or stubbornness. A better workflow preserves both provisional views, examines divergence and records why judgement changed.