Andrej Karpathy

Built the computer vision systems at Tesla, led AI at OpenAI, then walked away from both to teach. His YouTube lectures on neural networks have trained more engineers than most universities. Karpathy masters the details — every gradient, every weight, every line of code — because he knows that real control comes from understanding, not abstraction. A Grithosian masters the fundamentals before claiming to understand the whole.