The AI Engineer
Articles about The AI Engineer
What is a GPU Kernel?
A GPU kernel is the code that runs on the GPU when you call an operation like torch.matmul.
⚡ Hardware & Inference
A free, ordered course: from what a GPU does to cutting your inference bill.
A Crash Course in Verifying Agent Code
What breaks when generation gets cheap but checking does not.
What is CUDA?
You'll never write it. You'll still spend a night fixing it.
REINFORCE vs PPO vs DPO vs GRPO
REINFORCE, PPO, DPO and GRPO are the four ways to train a language model after supervised fine-tuning.
What is a Forward Deployed Engineer?
OpenAI, Anthropic and Google pay up to $320k, and still cannot find enough to hire.