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AI’s recursive self-improvement might not come so quickly after all
(www.technologyreview.com)
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this post was submitted on 13 Sep 2026
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Won't come at all. It's mathematically impossible.
Proof?
The output of a statistical model cannot contain more information than what it already had.
So you think that AI increasing the capability of new AI just involves training a new model on the output of the old model? Or are you pretending to be a science?
"That" is not what evolution did.
I want to believe this but every biology major I talked to is like "that's the middle-school explanation of evolution" and mention the actual process had more things going on.
It's entirely possible to improve current AI using only information available to us right now. Once that well runs dry, current AI is in theory capable of running experiments and training on their results if we give it a harness to do that. This gives it access to new information. Could it succeed doing this? Unclear, but it is capable of trying. How do you think we discover AI improvements? Divine inspiration? No, we follow a relatively simple research loop.