Filenames that carry context
A useful name can answer a small question before the file is opened.
A clear-eyed view of useful AI
A clearerperspective onuseful AI.
Explore how AI tools produce results, where they can help, and why review remains part of the work.
Discover the stories Small AI experiments you can inspect.
AI, with perspectiveIdeas for the curious.Read at your own pace.
01 A closer look
A small experiment worth inspecting.
Labels that explain a generated result
A clear description helps people interpret how a piece of content was produced.
02 Stories & ideas
Useful tasks with clear boundaries.
A prompt that states the work
A clear request gives the output a purpose that a person can evaluate.
Compare groups that share a start
A cohort can make a comparison clearer by naming a common starting condition.
03 Keep exploring
Keep the next step deliberate.
Context is an input with a boundary
A tool can only use the information actually available to its current process.
Notes you can find again
A note becomes more useful when it has enough context to survive the moment.
Examples shape the model’s task
The choice and labeling of training data influence what a system can learn.
04 Behind the stories
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.
Behind the stories01
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.
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.