We're building a new species and I don't think we're ready

https://yt.lostpod.space/w/vEb4mmDJEERnY55rJezxVX

We're building a new species and I don't think we're ready

PeerTube

@root I've been working on AGI for 35 years now. I don't think there's anything "special" about the human brain that can't be replicated algorithmically, but I still think we are a long way from emulating one with technology.

LLMs are not the way; that much is dead certain. There are so many things a human brain does that an LLM can't do, ever. LLMs learn to follow the statistical patterns in the *outward expression* of thought, not how to actually think. LLMs don't have emotions; they just imitate them. LLMs don't learn from experience; they just add stuff to a massive short-term memory (the context window) to compensate for that. LLMs can't generalize knowledge of familiar domains to unfamiliar ones; even asking an LLM to combine two familiar ideas in a novel way is too much novelty for them to handle, and they consistently break down when you do.

@root The closest technologies we have to how the human brain works are not LLMs, but some less well-known ones: reinforcement learning algorithms and hyperdimensional computing. If you want to see what HDC is capable of, check out this video:

https://youtu.be/P_WRCyNQ9KY?si=JgAuOJQmsQ6tVIiO

#HDC #HyperdimensionalComputing
#VSA #VectorSymbolicArchitecture
#HRR #HolographicReducedRepresentation
#SpikingNeuralNetworks
#AGI #ArtificialGeneralIntelligence
#LLM

Spaun brain activity and decoding for sample tasks

YouTube