“‘It’s still learning’ is a misnomer. The model isn’t learning—we are. LLMs are static after training; all improvement comes from human iteration in the outer loop: fine-tuning, prompt engineering, tool integration, retrieval. Until the outer loop itself becomes autonomous and self-improving, we’re nowhere near AGI. Current hype confuses capability with agency.
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