I’m not sure an intelligence explosion can happen without significant speed or computational power improvements.
I guess it boils down to what happens if you let human-level intelligence self-modify without modifying the hardware (a.k.a how much human intelligence is optimised). Until now the ratio results to computational power used in significantly in favor of humans compared to I.A but the later is improving fast, and you don’t need an I.A to be as versatile as human. Is there any work on what the limit on optimisation for intelligence?
It looks like a nitpick since hardware capacity is increasing steadily and will soon exceed the capacities of the human brain, but it is a lot easier to prevent intelligence explosion by putting a limit on the computational power.
It’s unclear, but in narrow AI we’ve seen software get smarter even in cases where the hardware is kept constant, or even made worse. For example, the top chess engine of 2014 beats a top engine from 2006, even when you give the 2014 engine 2% the computing power of the 2006 engine. That would seem to suggest that an intelligence explosion without hardware improvements might be possible, at least in principle.
In practice I would expect an intelligence explosion to lead to hardware improvements as well, though. No reason for the AI to constrain itself just to the software side.
I’m not sure an intelligence explosion can happen without significant speed or computational power improvements.
I guess it boils down to what happens if you let human-level intelligence self-modify without modifying the hardware (a.k.a how much human intelligence is optimised). Until now the ratio results to computational power used in significantly in favor of humans compared to I.A but the later is improving fast, and you don’t need an I.A to be as versatile as human. Is there any work on what the limit on optimisation for intelligence?
It looks like a nitpick since hardware capacity is increasing steadily and will soon exceed the capacities of the human brain, but it is a lot easier to prevent intelligence explosion by putting a limit on the computational power.
It’s unclear, but in narrow AI we’ve seen software get smarter even in cases where the hardware is kept constant, or even made worse. For example, the top chess engine of 2014 beats a top engine from 2006, even when you give the 2014 engine 2% the computing power of the 2006 engine. That would seem to suggest that an intelligence explosion without hardware improvements might be possible, at least in principle.
In practice I would expect an intelligence explosion to lead to hardware improvements as well, though. No reason for the AI to constrain itself just to the software side.