A brand new analysis paper was out, and issues are beginning to get attention-grabbing. It begins with a query. How can AI endlessly enhance itself? The reply lies in an idea impressed by Charles Darwin’s concept of evolution.
That’s proper, AI is choosing up its tempo to evolve like people. It’s known as the Darwin Gödel Machine (DGM).
As always, read this article for free here if you’re not a member.
So, how precisely can the DGM evolve like… us? It’s easy: it seems to be for flaws or weaknesses in itself, then tries to switch its personal “genes” or code. If the change results in a constructive enchancment, it retains the brand new model. If not, the change is discarded. Similar to in nature, it’s survival of the fittest.
Extra importantly, it validates whether or not the adjustments are helpful by really working code on actual issues, which actually mirrors the organic evolution very intently.
However earlier than going into the weeds, let’s perceive the necessity for this DGM. Most AI methods as we speak use mounted architectures which can be designed by “People,” which means they depend on us to do updates or enhancements, which doesn’t sound sensible to me.
The best means must be cumulative, the place each enchancment builds on what got here earlier than, not continually resetting to sq. one. Consider it like enjoying a sport. Each time you degree up, you get to maintain…
