>Reinforcement learning, on the other hand, can do that, on a human timescale. But you can't make money quickly from it.
Tools like Claude Code and Codex have used RL to train the model how to use the harness and make a ton of money.
That kind of capability is not going to lead to AGI, not even close.
Their contexts, not their memories. An LLM context is like 100k tokens. That's a fruit fly, not AGI.