in your hands
Train the minds behind frontier AI.
Hands-on programs, research fellowships and open courses from the team building SuperInt Labs' models. Learn by shipping real systems on real compute.
Pick your starting block.
From your first gradient to your first paper. Every program is taught by researchers who ship SuperInt Labs' models, with dedicated GPU time for every learner.
Climb one level at a time.
Every track stacks on the last. Start where you are. Our placement check takes 20 minutes and tells you which block to stand on.
Foundations
Linear algebra, probability, Python and your first neural network.
Build
Transformers from scratch, tokenizers, training loops and evals.
Scale
Distributed training, inference systems, data pipelines at petabyte scale.
Research
Original work on alignment, interpretability and new architectures, with a mentor.
Real code from week one.
No slideware. Each week ends with a working artifact you can run, break and extend. Here's a taste of the curriculum.
Taught by the people doing the work.
Our instructors split their time between the Academy and SuperInt Labs' research teams. Office hours are weekly; code reviews are line-by-line.