A 14-minute video traces one ChatGPT question from the Enter key to the GPU and back

Glass-Garden-5888 · reddit · 2026-11-13

A 14-minute video follows one question from pressing Enter to the GPU and back: the message leaves as JSON, crosses edge servers and 6,400 km of transatlantic cable; OpenAI's front door handles login, rate limits and tokenization; in the data centre a rack of 72 GPUs batches your query with thousands of others; inside the model, embeddings, a real attention head, MLP neurons, 12 layers, the softmax vote, temperature, and the loop that emits one token at a time; the answer then streams back word by word. Since OpenAI's internals aren't public, the model segment uses open-weights GPT-2 small (same design) with every on-screen number measured; illustrative ChatGPT-side parts are explicitly labeled. Narration is an AI voice.

Original post →

More from Infra

Infra channel →