Independent educational project
About IntuitiveAI.dev
IntuitiveAI.dev is a free visual learning platform for machine learning, language models, retrieval, AI agents, and production systems. It is an independent educational project at intuitiveai.dev and is not affiliated with similarly named corporate AI products.
IntuitiveAI.dev Editorial Team
This is the public byline for the internal educational publishing work: curriculum design, lesson writing, source selection, executable examples, automated validation, correction triage, and release maintenance.
How lessons are built
Mechanism before slogans
Lessons explain the moving parts, assumptions, and information flow before introducing implementation shortcuts.
Evidence before completion
Practice includes predictions, observable results, tests, evaluation criteria, and explicit failure boundaries.
Primary sources where possible
Technical claims link to papers, standards, official documentation, or authoritative educational references.
Honest review boundaries
Internal editorial checks and automated tests are identified clearly and are not presented as independent peer review.
What trust means here
A page should make its claims inspectable. That means sources are attached to the material they support, examples expose expected behavior, uncertainty is not hidden, limitations are visible, and learners can report a correction from the affected page. The site does not substitute internal checks for independent expert validation.