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I'd say you need it to learn within each generation as well. Human & animal learning doesn't require evolution, we learn without replacing the whole. Connection
by SAI_Peregrinus 3y ago
I'd say you need it to learn within each generation as well. Human & animal learning doesn't require evolution, we learn without replacing the whole. Connections within brains change while the organism is still alive, without even individual neurons dying off. The current process is purely iterative; GPT 1 was "done" and GPT2 got made. Then GPT 3, etc. If ChatGPT4 gets corrected about some particular thing by many users it won't learn that for the next user to come along.
Of course learning has an inherent trust issue; if the inputs one is learning from are incorrect then incorrect information will be learned, and incorrect output will result. Microsoft experienced that with Tay, which quickly learned how to respond to people via training from 4chan users. That was predictably disastrous, and what OpenAI are hoping to avoid with the generational learning strategy.