Code that Writes Code and ChatGPT

ChatGPT (GPT‑3 and GPT‑4) acts as a creative coding partner, generating Python and JavaScript for animations and evolution simulators, while the human author guides, debugs, and polishes results.

ChatGPT is a large language model fine-tuned with reinforcement learning from human feedback (RLHF) so that it behaves less like a raw text predictor and more like an instruction-following conversational agent.

Early experimental agents like Auto‑GPT and BabyAGI wrap language models like GPT‑4 in loops that let them call tools, decompose tasks, reflect on progress, and attempt multi-step projects such as writing and running code.

The video treats ChatGPT and similar models as “programming programs”—code that writes code—and explores how such systems might eventually contribute to, or even autonomously drive, recursive self-improvement in AI.