Applied AI scientist

Pick a topic and flip the cards.

4 decks · 200 cards

These cards are original study material. They are not questions from a named employer or a live hiring loop.

• AI agents basics

  The loop, tools, skills, and harness that let a model act, and how to judge whether an agent is worth it.

  50 cards

• Context engineering basics

  The pieces that fill a context window: instructions, examples, retrieved text, history, and caches.

  50 cards

• Study design

  Targets, cutoffs, leakage, baselines, metrics for a decision, and what an applied result can claim.

  50 cards

• Transformer basics

  Shapes, attention, positions, masks, and the residual stack, card by card.

  50 cards