Akylade ExamReady
A study system for the AKYLADE AI Security Foundation exam, built around retention rather than content volume.
Domain
AI risk management
NIST AI RMF
Method
Spaced recall Flashcards, quizzes, planner
Measure
Progress tracking
Outcome
Retrieval under pressure
The problem
Certification study material usually optimizes for coverage. Candidates get everything and retain a fraction of it.
Why it mattered
AI risk management is a domain where shallow familiarity is actively misleading — the certification is meant to signal working knowledge.
What I built
Flashcards, quizzes, progress tracking and a study planner across AI Risk Management and the NIST AI RMF, structured around spaced recall rather than volume.
What I learned
Structure beats volume in learning design. What a learner can retrieve under pressure matters more than what they were exposed to.