01
Concepts
Agents, models, privacy, automation and limits explained without heavy jargon.
MafraLab
AI literacy, independent small projects and practical notes for using technology with judgment.
Literacy
Before the tool, the mental map.
MafraLab exists to make AI easier to discuss, evaluate and use. Fewer big promises. More mental models, examples and questions that separate usefulness from noise.
02
Exercises
Small guides for testing ideas, asking better questions and reviewing answers.
03
Judgment
A practical way to think about where AI helps, where it fails and when to stop.
Projects
An archive of experiments, not a showcase.
Prototypes and concepts kept as learning notes: useful for exploring possibilities, limits and design choices.
SentimentAPI
An experiment for classifying tone, sentiment and emotional intensity in text.
StyleMind.ai
A study around style, clarity and writing patterns assisted by AI.
Resources
From site to books and articles.
MafraLab connects short materials, longer articles and practical books about AI, creating continuity between curiosity, reading and experimentation.
Book
AI That Makes Sense
A practical introduction to AI without getting buried in hype, code or math.
Open siteArticles
Medium
Notes and essays about agents, privacy, governance and responsible adoption.
Read on Medium