The denominator changes the story
A percentage describes a relationship with a group that needs to be named.
A clear-eyed view of useful AI
New tools.Better questions.Human judgment.
Explore how AI tools produce results, where they can help, and why review remains part of the work.
Enter the reading room Small AI experiments you can inspect.
AI, with perspectiveIdeas for the curious.Read at your own pace.
01 The reading room
Useful tasks with clear boundaries.
Revisit the task after a model change
A familiar workflow can deserve a new check when the tool behind it changes.
Trust is visible in the details
Clear choices and understandable behavior help people use a service with confidence.
02 About this place
Bounded tasks.
Practical review.
An independent journal about practical, bounded AI use. We explore clear requests, useful examples, and the checks that help a generated result become working material.
About this place01
Begin with a bounded task
Choose a purpose whose result can be understood and reviewed.
02
Inspect the evidence
Fluent output should not substitute for a check of the underlying claim.
03
Keep responsibility clear
Understand which decisions remain with the people using and designing the tool.
03 A closer look
A small experiment worth inspecting.
Human review needs a specific job
A person can only provide useful oversight when the review task is clear.
04 Keep exploring
Keep the next step deliberate.
A benchmark measures a defined task
A score becomes meaningful through the test that produced it.
A plausible answer can still be wrong
Confidence in the wording is different from evidence for the claim.
A small idea to take with you
Define the check before the prompt
Choose a low-stakes task and write what a useful output must contain. Name one check you can perform independently of the tool.