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by etienne618
1173 days ago
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I disagree with your argument, especially for point 1: these systems are massively constrained. The hardware they run on is fragile requiring massive amounts of power and tightly controlled environments. They don't have any means of replicating themselves (it can't run on arbitrary systems). The datacenters also have massive bandwidth between nodes - even if you could run 'it' on all the personal computers and phones in the world, it will likely struggle. Sure we can compress recent llm's down to being able to run on consumer hardware - but these things cant introspect, reason or adapt. They are completely static models and very far removed from anything agi. A lot of the progress in compute power in the last few years also come from changing representation: moving from foat32 to float 16 and more recently to float8. The silicon itself can only get so much better. It's not super obvious to me that we will have chatgpt4 like models on consumer hardware soon let alone solve true agi. Why don't we have true level 5 self driving cars yet? We cant even figure out how to simulate a flatworm - and the connectome is solved. |
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How or how difficult, or when are all questions that follow from that first premise (that it is possible). I don't really make strong claims about any of the implementation details beyond it being possible. Though again, what we're seeing doesn't look like failure to me.
If you think it is possible though, then there's a strong argument that trying to work on alignment now is probably a good idea because people are notoriously bad at predicting when advances will happen (and the downside risk of unaligned superintelligent AGI is likely very bad).
https://intelligence.org/2017/10/13/fire-alarm/
> "Two: History shows that for the general public, and even for scientists not in a key inner circle, and even for scientists in that key circle, it is very often the case that key technological developments still seem decades away, five years before they show up.
"In 1901, two years before helping build the first heavier-than-air flyer, Wilbur Wright told his brother that powered flight was fifty years away.
"In 1939, three years before he personally oversaw the first critical chain reaction in a pile of uranium bricks, Enrico Fermi voiced 90% confidence that it was impossible to use uranium to sustain a fission chain reaction. I believe Fermi also said a year after that, aka two years before the denouement, that if net power from fission was even possible (as he then granted some greater plausibility) then it would be fifty years off; but for this I neglected to keep the citation.
"And of course if you’re not the Wright Brothers or Enrico Fermi, you will be even more surprised. Most of the world learned that atomic weapons were now a thing when they woke up to the headlines about Hiroshima. There were esteemed intellectuals saying four years after the Wright Flyer that heavier-than-air flight was impossible, because knowledge propagated more slowly back then."