That page lists the value of vaccine challenge trials as $10^12-10^13, which is substantially more than the market capitalization of the three big AI labs combined.
(I think there is a decent case that society is undervaluing those companies, but the relevant question seems to be their actual valuation, not what value they theoretically should have. I feel fairly confident that if you asked the average American whether they would prefer to have had a vaccine for COVID one year earlier versus GPT 3 one year earlier, they would prefer the vaccine.)
I don’t disagree with your valuations viewed from a gods eye view.
But you need to look at where the value flow is. An AI company can sell $20 worth of human labor for $1 and keep that $1. They can probably sell for more than that as stronger models are natural monopolies.
A vaccine company doesn’t get to charge the real value for the vaccine.
In addition like I said, there’s the arms race mechanic. If country A develops vaccines with challenge trials and country B does not, and assume B can’t just buy vaccine access, country A has a slightly older population, more expenditures—it’s not a gain to the government.
If country A has AGI, and by AGI I mean a system that does what it’s ordered to do at approximately human level across a wide range of tasks, it can depose the government of country B who will be helpless to stop it.
Or just buy all the assets of the country and bribe the governments politicians to force a merge.
Having 10 or 1000 times the resources allows many options. It’s not remotely an opportunity someone could forgo.
Ben I’m sorry but your argument is not defensible. Your examples are a joke. Many of them shouldn’t even be in the list as they provide zero support for the argument.
This situation looks very much like a nuclear arms race. You win one not by asking your rivals to stop building nukes or to please make them safe but by letting your rival have nuclear accidents and by being ready with your own nukes to attack them.
Same with an AI race. You win by being ready with AI driven weapons to take the offensive on your rivals and any rogue AI they let escape.
I acknowledge that if you had actual empirical evidence that a nuke if used would destroy the planet, which some people claim an AGI willl have these properties, thats a different situation. But you need evidence. Specifically the reason a nuke won’t destroy the planet is atmospheric gas is not very fusable and is low pressure. In the AGI case there needs to be similar conditions—there have to be enough insecure computers on the planet for the AGI to occupy, enough insecure financial assets or robotics for the agi to manipulate the world, or intelligence—which itself needs massive amounts of compute—needs to be so useful at high levels that the AGI can substitute for some inputs.
You need evidence for this. Otherwise we can’t do anything at all as a species in fear something we do might end us. Anyone could make up any plausible sounding doomsday scenario they like, and convince others, and we would as a species be paralyzed in fear.
In the AGI case there needs to be similar conditions—there have to be enough insecure computers on the planet for the AGI to occupy, enough insecure financial assets or robotics for the agi to manipulate the world
All of these seem true, with the exception that robots aren’t needed—there are already plenty of humans (the majority?) that can be manipulated with GPT-4-level generated text.
or intelligence—which itself needs massive amounts of compute—needs to be so useful at high levels that the AGI can substitute for some inputs.
The AI can gain access to the massive amounts of compute via the insecure computers and insecure financial resources.
You need evidence for this.
There are already plenty of sound theoretical arguments and some evidence for things like specification gaming, goal misgeneralisation and deception in AI models. How do you propose we get sufficient empirical evidence for AI takeover short of an actual AI takeover or global catastrophe?
actual empirical evidence that a nuke if used would destroy the planet
How would you get this short of destroying the planet? The Trinity test went ahead based on theoretical calculations showing that it couldn’t happen, but arguably nowhere near enough of them, given the stakes!
But with AGI, half of the top scientists think there’s a 10% chance it will destroy the world! I don’t think the Trinity test would’ve gone ahead in similar circumstances.
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Ben I’m sorry but your argument is not defensible. Your examples are a joke. Many of them shouldn’t even be in the list as they provide zero support for the argument.
Downvoted your comment for it’s hostility and tone. This isn’t X (Twitter).
It’s the same reason you couldn’t blow up the atmosphere. If you need several trillion weights for human level intelligence and all modalities, or at least 10 percent of the memory in a human brain, and you need to send the partial tensors between cards (I work on accelerator software presently), nobody not an AI lab has enough hardware. Distributed computers separated by Internet links are useless.
It is possible that Moore’s law, if it were to continue approximately 30 more years, could lead to the hardware being common, but that has not happened yet.
This may not be X but I reasoned the information given as evidence was fraudulent. Ben may be well meaning but Ben is trying to disprove basic primate decision making that allowed humans to reach this point with false examples. It’s an extraordinary claim. (By basic reasoning I mean essentially primates choosing between multiple clubs available to them the best performing weapon)
That page lists the value of vaccine challenge trials as $10^12-10^13, which is substantially more than the market capitalization of the three big AI labs combined.
(I think there is a decent case that society is undervaluing those companies, but the relevant question seems to be their actual valuation, not what value they theoretically should have. I feel fairly confident that if you asked the average American whether they would prefer to have had a vaccine for COVID one year earlier versus GPT 3 one year earlier, they would prefer the vaccine.)
I don’t disagree with your valuations viewed from a gods eye view.
But you need to look at where the value flow is. An AI company can sell $20 worth of human labor for $1 and keep that $1. They can probably sell for more than that as stronger models are natural monopolies.
A vaccine company doesn’t get to charge the real value for the vaccine.
In addition like I said, there’s the arms race mechanic. If country A develops vaccines with challenge trials and country B does not, and assume B can’t just buy vaccine access, country A has a slightly older population, more expenditures—it’s not a gain to the government.
If country A has AGI, and by AGI I mean a system that does what it’s ordered to do at approximately human level across a wide range of tasks, it can depose the government of country B who will be helpless to stop it.
Or just buy all the assets of the country and bribe the governments politicians to force a merge.
Having 10 or 1000 times the resources allows many options. It’s not remotely an opportunity someone could forgo.
Ben I’m sorry but your argument is not defensible. Your examples are a joke. Many of them shouldn’t even be in the list as they provide zero support for the argument.
This situation looks very much like a nuclear arms race. You win one not by asking your rivals to stop building nukes or to please make them safe but by letting your rival have nuclear accidents and by being ready with your own nukes to attack them.
Same with an AI race. You win by being ready with AI driven weapons to take the offensive on your rivals and any rogue AI they let escape.
I acknowledge that if you had actual empirical evidence that a nuke if used would destroy the planet, which some people claim an AGI willl have these properties, thats a different situation. But you need evidence. Specifically the reason a nuke won’t destroy the planet is atmospheric gas is not very fusable and is low pressure. In the AGI case there needs to be similar conditions—there have to be enough insecure computers on the planet for the AGI to occupy, enough insecure financial assets or robotics for the agi to manipulate the world, or intelligence—which itself needs massive amounts of compute—needs to be so useful at high levels that the AGI can substitute for some inputs.
You need evidence for this. Otherwise we can’t do anything at all as a species in fear something we do might end us. Anyone could make up any plausible sounding doomsday scenario they like, and convince others, and we would as a species be paralyzed in fear.
All of these seem true, with the exception that robots aren’t needed—there are already plenty of humans (the majority?) that can be manipulated with GPT-4-level generated text.
The AI can gain access to the massive amounts of compute via the insecure computers and insecure financial resources.
There are already plenty of sound theoretical arguments and some evidence for things like specification gaming, goal misgeneralisation and deception in AI models. How do you propose we get sufficient empirical evidence for AI takeover short of an actual AI takeover or global catastrophe?
How would you get this short of destroying the planet? The Trinity test went ahead based on theoretical calculations showing that it couldn’t happen, but arguably nowhere near enough of them, given the stakes!
But with AGI, half of the top scientists think there’s a 10% chance it will destroy the world! I don’t think the Trinity test would’ve gone ahead in similar circumstances.
-----------------------------------
Downvoted your comment for it’s hostility and tone. This isn’t X (Twitter).
It’s the same reason you couldn’t blow up the atmosphere. If you need several trillion weights for human level intelligence and all modalities, or at least 10 percent of the memory in a human brain, and you need to send the partial tensors between cards (I work on accelerator software presently), nobody not an AI lab has enough hardware. Distributed computers separated by Internet links are useless.
It is possible that Moore’s law, if it were to continue approximately 30 more years, could lead to the hardware being common, but that has not happened yet.
This may not be X but I reasoned the information given as evidence was fraudulent. Ben may be well meaning but Ben is trying to disprove basic primate decision making that allowed humans to reach this point with false examples. It’s an extraordinary claim. (By basic reasoning I mean essentially primates choosing between multiple clubs available to them the best performing weapon)