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Nature does have universal creativity; it can generate any possible knowledge. And all possible knowledge exists somewhere in reality.
This also admits of the distinction between AI and AGI (and "universal creativity") as being whether the system is capable of creating knowledge ex nihilo, as argued by Deutsch. Only universal creativity could create knowledge from nothing. Bounded creativity must start with something.
I keep returning to the notion of the space or domain in which simulated evolution so far operates in. It seems like we can say that current sim'd evolution can discover new knowledge via conjecture and criticism, but it is always bound by a domain predefined by fitness functions, automatic evaluators and so on, even if that domain itself contains many subdomains.
Then we can say that in nature, and in the minds of people, there is no externally defined space in which exploration is happening; the space is also evolving, also subject to criticism. I suspect this is part of how open-endedness comes about.
But the immediate question here was how to explain why AI is or is not "creative". Saying AIs are "narrowly creative" seems it could work, or saying they are creative within a fixed domain. The common intuition I think is that current AIs are "truly" creative, and I would say this is because the predefined domain (of LLMs, for instance) is gigantic, being sculpted by an internet-sized training corpus. But I suppose we should argue that "true creativity" means universal creativity.
I was curious if there are criticisms of the argument that current AI does legitimately create new knowledge.
This seems to me to be the same distinction that Deutsch and others have made between the genetic evolution we can simulate through evolutionary algorithms and the kind we actually observe in nature. I think it would be helpful to investigate evolutionary algorithms a bit further if you want to develop a clear distinction. This is how I describe it in my book:
There are several mechanisms that genes use to create variants, including sex, mutation, gene flow, and genetic drift, all of which appear to introduce change randomly. But we now know it cannot be entirely random. Something more is shaping what gets trialed, because when we model and simulate evolution using random changes, we never see the sort of novelties that arose in nature. We see optimization. We see exploitation. We see organisms become better at using resources they already use. But we never see a genuinely new use of a resource emerge. A fin may become better at swimming, but it does not become a limb. A metabolism may become more efficient, but it does not open up an entirely new biological pathway. And yet the natural world is full of exactly such extraordinary adaptations.
Evidence that addiction and procrastination are related: https://www.quora.com/How-do-I-stop-procrastinating-and-addiction-to-the-internet
The person in that link asks, “How do I stop procrastinating and addiction to the internet?”
Of course it's true that a system confined to a given abstraction will only evolve theories of that scale. But a person can operate at all computable levels of abstraction. The growth of knowledge by people (e.g. Relativity) would only have happened if people can vary their abstractions arbitrarily, because Relativity solves no problems at any one given level of abstraction, but across many. Observer Theory might be right for certain systems, but is wrong for people.
The aliasing that happens with the flipbook is a consequence of an imaging system. To suggest that theories/programs/explanations would be subject to aliasing in the same way suggests that they are derived from observation, which is Empiricism (false). They are created from mutation and criticism of existing knowledge, and this process can be performed by all universal computers. Any explanation/rendering/program runnable on one UC is runnable on all, so two observers can always converge to the same laws of physics.
Here’s a specific example of a working cure for addiction to sugar soda. Apparently, many people struggle with that.
Picture a man who likes the taste of soda but dislikes its fattening effects. (Sugar sodas are high in calories.) And let’s say the conflict between these two preferences is entrenched because his wife doesn’t want him to drink soda (for health reasons, say), and she chastises him, so he hides it from her and can’t talk about it openly, which makes error correction harder. In addition, he was made fun of as a kid for being overweight, so he feels awful whenever he thinks about dieting and can’t deal with the problem effectively. Such conditions are a breeding ground for entrenchment.
The solution in this case is to switch from regular sugar soda to the corresponding diet-soda equivalent. Like switching from Coke to Diet Coke or Coke Zero. It tastes virtually the same and has no calories. So now both parts of him get what they want. :)
This solution is especially interesting because it solves the addiction without having to make any major changes to behavior. A small, piecemeal change – switching from regular Coke to Diet Coke – removes the conflictedness and thus the addiction. More or less the same behavior can continue, showing that addiction is about conflicts between ideas, not about any specific or unilaterally unwanted behavior.
The key is to view even a small change to an idea as an entirely discrete, separate option. The small change can be enough to result in a common preference. The original preferences may get to live on the common preference as an approximation, as Popper might put it.
Better example maybe: A whirlpool in water only exists to an observer that can create whirlpools in its VR. If the observer only has molecule-scale abstraction, it cannot coarse-grain, so there are no whirlpools for it, or explanations in terms of them. (Such a system also cannot be a person, because a person can create all possible explanations).
I'm wondering if what is true for the flip book is true for many phenomena, or all. Is the emergence of an autonomous feature always a function of ("relative to") what is observing/explaining/attempting to reproduce the system?
What Makes a Professional Epistemologist?
https://libertythroughreason.com/what-makes-a-professional-epistemologist/
Another relevant quote from BoI, chapter 13:
[Conventionally, people think] of decision-making as a process of selecting from existing options according to a fixed formula …
This is like the self-described addicts in #4640 flip-flopping between blocking and unblocking certain websites: they try to select from existing options rather than create new ones. Continuing (bold emphasis mine):
But in fact that is what happens only at the end of decision-making – the phase that does not require creative thought. In terms of Edison’s metaphor, the model refers only to the perspiration phase, without realizing that decision-making is problem-solving, and that without the inspiration phase nothing is ever solved and there is nothing to choose between. At the heart of decision-making is the creation of new options and the abandonment or modification of existing ones.
To choose an option, rationally, is to choose the associated explanation. Therefore, rational decision-making consists not of weighing evidence but of explaining it, in the course of explaining the world. One judges arguments as explanations, not justifications, and one does this creatively, using conjecture, tempered by every kind of criticism. It is in the nature of good explanations – being hard to vary – that there is only one of them. Having created it, one is no longer tempted by the alternatives. They have been not outweighed, but out-argued, refuted and abandoned. During the course of a creative process, one is not struggling to distinguish between countless different explanations of nearly equal merit; typically, one is struggling to create even one good explanation, and, having succeeded, one is glad to be rid of the rest.
I have some quibbles about explanations being hard to vary, but overall I think Deutsch is right in this quote. The addicts from #4640 are certainly tempted by their current options, they struggle to create even one good alternative, and after having created it, they’d be glad to be rid of their current options.
Another cure for procrastination is to address the pending criticism that causes the procrastination.
Say you need a new car. But you have a pending criticism that says it’s not in your budget. So you put off buying a new car. One day, you check your bank account and some of the cars on the market and find that you can actually afford one after all. In other words, you found a way to address the criticism. So then there’s no reason to procrastinate anymore.
Put in Popperian terms, the (conventional) addict asks himself, ‘who should rule (over my mind)? The part of me that wants to use social media, or the part that doesn’t?’ For all the reasons Popper and Deutsch have pointed out, the question ‘who should rule?’ is authoritarian in nature and attracts authoritarian answers. Such answers are a recipe for further entrenchment and unhappiness.
What the addict needs instead is a way to make it as easy as possible to remove bad ideas/preferences without coercion. To cure his addiction, he needs to abandon ‘who should rule over my mind?’ as a criterion for judging preferences.
These claims may be too sweeping. I need to be more humble. I don’t know much about addiction to physical substances, so it may be best to limit my claims to addictions of the mind (like addictions to social media, video games, etc) rather than substances like alcohol or cigarettes.
It’s only an addiction if the presumed addict agrees that it’s an addiction (if he’s being honest).
Children are often unfairly accused of being addicted to video games or electronic devices, but they’re not conflicted about it at all. It’s the opposite: they’re learning, they’re having fun, they’re unconflicted playing video games. Parents’ worries or disagreement don’t make that behavior an addiction.
However, if the parents threaten punishment, and the child has to hide his preferences from them; or if the school schedule gets in the way and threatens to override the child’s preferences, then there’s a real risk of not just conflicting preferences, but of entrenchment, and he may indeed become addicted. So it can be a self-fulfilling prophecy.
Rand explains that each government control necessitates another, intensifying the war between pressure groups.
I think the same is true for addicts. They try to implement some control/restriction but it just makes things worse because the other part of them retaliates. So then they try to implement even stricter controls. All the while, the war between the pressure groups of the addict’s mind intensifies.
Rather than default to adding more controls, the addict should ask whether his life was already subject to too many controls at the beginning of his addiction, and whether that caused the addiction in the first place. He should consider removing controls to lessen the entrenchment.
Many problems related to addiction and procrastination stem from people’s overoptimism about their willpower, their simultaneous pessimism about the solubility of problems, and their ignorance as to the unintended consequences of self-coercion.
More evidence that addiction is about conflicting preferences:
Like the simple food addiction. Fat people don’t like being fat, but they like food
@moritz-wallawitsch In our space just now, you asked what entrenchment means. The idea above (#760) has some examples.
Recording of a space on X about addiction and procrastination with @dirk-meulenbelt, @moritz-wallawitsch, @zelalem-mekonnen, and others: https://x.com/dchackethal/status/2034440126915346625
Idea: communities.
Communities group or maybe even replace discussions.
Could live at /v/community-name.
There could be a community around nutrition, another for software engineering, a meta community for Veritula, etc.
@davies could have his own community to build his Wikipedia competitor.
Unintended consequences also apply to minds and economies.
You can’t just outlaw certain kinds of trade and expect nothing bad to happen. You certainly can’t expect people to get wealthier.
Likewise, you can’t just force yourself or others to do something and expect nothing bad to happen.
This cure also works for procrastination. https://www.youtube.com/shorts/NeSnPFlp9dk
How to stop procrastinating: https://www.youtube.com/shorts/NeSnPFlp9dk