Educational Resources - Stanford's CS336 provides a video guide to Karpathy's nanochat, covering essential topics for Frontier AI Labs preparation [1] Key AI Concepts - The curriculum includes Tokenization, Resource Accounting, Pretraining, Finetuning (SFT/RLHF), Key Architectures, GPUs, Kernels, Tritons, Parallelism, Scaling Laws, Inference, Evaluation, and Alignment [1]

Educational Resources - Stanford's CS336 video guide covers topics essential for Frontier AI Labs jobs [1] - The curriculum includes tokenization, resource accounting, pretraining, and finetuning (SFT/RLHF) [1] - Key AI architectures, GPU usage, kernels, parallelism, and scaling laws are addressed [1] AI Development Lifecycle - The guide also covers inference, evaluation, and alignment in AI models [1]