The AI news firehose is not a curriculum. Most launches are pricing, packaging, or model-card updates dressed as revolutions. Literacy means knowing what to open and what to archive.
What Illumora surfaces
Pulse is the filtered stream: releases that change how you prompt or choose a model, papers that introduce durable techniques, and education notes worth hanging in the gallery.
How to read a release
Ask three questions:
- Does this change capability (what the model can do)?
- Does this change economics (cost, rate limits, context)?
- Does this change practice (a prompting pattern you should adopt)?
If the answer is no to all three, skim the headline and move on.
Closing the loop
When a Pulse piece names a technique, open it in the technique library. When it names a model, check the Atlas. When you need to apply it today, generate in the Studio and archive the result in your Vault.
Related techniques
- Ask before inventingRequire the model to request missing critical inputs instead of fabricating.