Tyler Mills’s avatar

Tyler Mills

@tyler-mills​·​Joined Jan 2026​·​Ideas
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  Tyler Mills commented on idea #4683.

AIs have created output that is not only novel, but seems to constitute new knowledge (resilient information), such as the famous Move 37 from AlphaGo. That is new knowledge because the move was not present in the training data explicitly, nor did the designers construct it.

#4683​·​Tyler MillsOP, about 15 hours ago

Move 37 was not explicitly present in the training data, nor designed by the programmers, and is extremely hard to vary (Deutsch's criterion for good explanations). Was the move present implicitly in the design of the system and/or the training data? Or inexplicitly? Does either of these mean the discovery of the move was non-creative?

  Tyler Mills commented on idea #4683.

AIs have created output that is not only novel, but seems to constitute new knowledge (resilient information), such as the famous Move 37 from AlphaGo. That is new knowledge because the move was not present in the training data explicitly, nor did the designers construct it.

#4683​·​Tyler MillsOP, about 15 hours ago

Since evolution created genetic knowledge from nothing, it can be said to have the same "narrow creativity" as AI. The confusion over whether AI "is creative" can be resolved by saying that it is, but only narrowly (like evolution), and that the creativity defining people is universal, not limited to any domain. AI creates knowledge in domains it was designed for; AGI can create knowledge in all possible domains, each of which it designs itself.

  Tyler Mills started a discussion titled ‘Are AI models narrowly creative?’.

Recent conversations have revealed that I cannot argue against the notion that current AI systems create new knowledge (and so are creative in some domain). Yet, David Deutsch has argued that creativity is a binary property of programs, and those that have it are people (including AGIs), who can create all possible explanatory knowledge. I am not of the mind that current AI is AGI. So I will try to iron all this out, here.

The discussion starts with idea #4683.

AIs have created output that is not only novel, but seems to constitute new knowledge (resilient information), such as the famous Move 37 from AlphaGo. That is new knowledge because the move was not present in the training data explicitly, nor did the designers construct it.

  Tyler Mills addressed criticism #4680.

Computational Universality only implies that all computable programs can be run by UCs. But what is relevant here is what programs can be reached by a given program -- synthesized by it. A UC with knowledge that only contains objectively whirlpool-scale conjectures (resulting from external stimulus or not) will not have niches relating to molecule-scale theories. Such theories solve no problems for it. So there will be no selection for those theories, so evolution will not develop them. Molecule-scale theories constitute intractable niches for the whirlpool system. They are still possible to run, if present, but that is not what's at issue. Observer Theory is correct if it is saying that the theories of reality developed by systems will depend on the abstraction level of their knowledge with respect to reality.

#4680​·​Tyler Mills, 2 days ago

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.

  Tyler Mills addressed criticism #4679.

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.

#4679​·​Tyler Mills, 2 days ago

Computational Universality only implies that all computable programs can be run by UCs. But what is relevant here is what programs can be reached by a given program -- synthesized by it. A UC with knowledge that only contains objectively whirlpool-scale conjectures (resulting from external stimulus or not) will not have niches relating to molecule-scale theories. Such theories solve no problems for it. So there will be no selection for those theories, so evolution will not develop them. Molecule-scale theories constitute intractable niches for the whirlpool system. They are still possible to run, if present, but that is not what's at issue. Observer Theory is correct if it is saying that the theories of reality developed by systems will depend on the abstraction level of their knowledge with respect to reality.

  Tyler Mills criticized idea #4676.

I'm realizing this is very related to Stephen Wolfram's "Observer Theory", which is interesting, but sounds worryingly relativist to me at times. Something like: Different observers will coarse-grain different laws of physics than the ones we have, for the same reason that the flipbook appears to have motion to us, but not to an observer viewing through a high-speed camera. Debating with LLMs about how that seems to violate computational universality has left me frustrated.

#4676​·​Tyler Mills, 2 days ago

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.

  Tyler Mills commented on idea #4675.

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).

#4675​·​Tyler Mills, 2 days ago

I'm realizing this is very related to Stephen Wolfram's "Observer Theory", which is interesting, but sounds worryingly relativist to me at times. Something like: Different observers will coarse-grain different laws of physics than the ones we have, for the same reason that the flipbook appears to have motion to us, but not to an observer viewing through a high-speed camera. Debating with LLMs about how that seems to violate computational universality has left me frustrated.

  Tyler Mills commented on idea #4615.

Is all emergence relative? I notice that when a flipbook or a zoetrope gives rise to the perceived motion of still images when they're rapidly changed, that is a result of aliasing on the part of the observer. Is this true in all cases of emergence, perceptual and otherwise..?

#4615​·​Tyler Mills, 9 days ago

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).

  Tyler Mills commented on idea #4623.

Can you say more about what you mean by “relative”? I agree about the flipbook example, but the term “relative” is throwing me off a bit here.

#4623​·​Dennis Hackethal, 9 days ago

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?

  Tyler Mills posted idea #4615.

Is all emergence relative? I notice that when a flipbook or a zoetrope gives rise to the perceived motion of still images when they're rapidly changed, that is a result of aliasing on the part of the observer. Is this true in all cases of emergence, perceptual and otherwise..?

  Tyler Mills addressed criticism #2666.

‘Veritula’ is a difficult name, people don’t know how to spell or pronounce it. They can’t easily remember it.

#2666​·​Dennis HackethalOP revised 5 months ago

There's something to be said for a degree of complexity and novelty to a name. It lends air of thoughtfulness, and could spark curiosity in potential new users.

  Tyler Mills commented on criticism #4356.

'Veritula' is not a difficult name as compared to other highly successful explanatory enterprises, like 'Veritasium.'

#4356​·​Tyler Mills, 30 days ago

See also: "Kurzgesagt – In a Nutshell", the highly successful educational YT channel. I know people who are big fans, and yet can't pronounce the name correctly.

  Tyler Mills addressed criticism #2666.

‘Veritula’ is a difficult name, people don’t know how to spell or pronounce it. They can’t easily remember it.

#2666​·​Dennis HackethalOP revised 5 months ago

'Veritula' is not a difficult name as compared to other highly successful explanatory enterprises, like 'Veritasium.'

  Tyler Mills commented on criticism #4094.

You could think up a design for a self-replicating machine and then build it. Assuming you made no critical mistakes, you have made a self-replicator that hasn’t self-replicated yet.

It is considered a replicator based on what it can do, rather than on what it has done.

#4094​·​Benjamin Davies, about 2 months ago

Agreed. Thanks.

  Tyler Mills posted idea #4043.

How many times need something be replicated before the term 'replicator' should apply? If it's a matter of reliability, what defines reliable? Is "replicator-ness" on a continuum?

  Tyler Mills commented on idea #4041.

What is the distinction between replication and self-replication?

#4041​·​Tyler MillsOP revised about 2 months ago

The distinction is where the knowledge for performing the replication is physically located.

Replication is: an entity in an environment being recreated or copied because of the environment (which can include the entity, as in the case of self-replication). The general case.

Self-replication is the special case of replication where: an entity is replicated as caused by aspects of itself alone. The knowledge for its replication is within it.

  Tyler Mills revised idea #4040.

What is the distinction between replication and self-replication? Does anything "truly" self-replicate?

What is the distinction between replication and self-replication?

  Tyler Mills started a discussion titled ‘Is Self-Replication Required for the Growth of Knowledge? ’.

Either in biological evolution, or the evolution of ideas (programs) in a mind, is a mechanism for self-replication required for knowledge to grow? That is, do entities within the system need to be able to recreate themselves, or cause themselves to be recreated, for there to be progress? Why?

The discussion starts with idea #4040.

What is the distinction between replication and self-replication? Does anything "truly" self-replicate?

  Tyler Mills addressed criticism #3889.

Well, this is starting to sound a bit contrived. But even in the dark ages, people could be guitarists and find a job they love. Or they could create a new job they loved.

#3889​·​Dennis Hackethal, 2 months ago

The guitarist line above is of course just a throwaway example. The core claims here seem very general to me. Is your stance that a person can always make a living doing something they enjoy? People can create all possible jobs, but this says nothing about human lifetimes, economics, etc. The first people couldn’t have had much fun, I wouldn’t think. Please explain.

  Tyler Mills revised criticism #3876.

There exist people who's passions exclude all available paying jobs, unless this is not physically possible. Aspiring guitarists in dark ages.

There exist people whose passions exclude all available paying jobs, unless this is not physically possible. Aspiring guitarists in dark ages.

  Tyler Mills revised idea #3879 and marked it as a criticism.

Still learning the art of Veritula (my bad for combining ideas in #3819). From the top, this branch seems to be:
Go on hiatus?
- No hiatus, compress activates
----- Yes hiatus, can't compress. No hiatus because resume gap.
--------- No to resume gap -- So YES hiatus. But currently #3834 flows up and flips to a no-hiatus criticism (because I melded a yes and a no idea in one comment, and Dennis criticized the latter).
------------- Yes hiatus via this comment to correct

"It’s best to write only one criticism at a time."
----- Best, or required, to avoid errors?! (or I'm confused)

Still learning the art of Veritula (my bad for combining ideas in #3819). From the top, this branch seems to be:
Go on hiatus?
- No hiatus, compress activates
----- Yes hiatus, can't compress. No hiatus because resume gap.
--------- No to resume gap -- So YES hiatus. But currently #3834 flows up and flips to a no-hiatus criticism (because I melded a yes and a no idea in one comment, and Dennis criticized the latter).
------------- Yes hiatus via this comment to correct

"It’s best to write only one criticism at a time."
----- Best, or required, to avoid errors?! (or I'm confused)

  Tyler Mills revised criticism #3878 and unmarked it as a criticism.

Still learning the art of Veritula (my bad for combining ideas in #3819). From the top, this branch seems to be:
Go on hiatus?
- No hiatus, compress activates
- Yes hiatus, can't compress. No hiatus because resume gap.
- No to resume gap -- So YES hiatus. But currently #3834 flows up and flips to a no-hiatus criticism (because I melded a yes and a no idea in one comment, and Dennis criticized the latter).
- Yes hiatus via this comment to correct

"It’s best to write only one criticism at a time."
- Best, or required, to avoid errors?! (or I'm confused)

Still learning the art of Veritula (my bad for combining ideas in #3819). From the top, this branch seems to be:
Go on hiatus?
- No hiatus, compress activates
----- Yes hiatus, can't compress. No hiatus because resume gap.
--------- No to resume gap -- So YES hiatus. But currently #3834 flows up and flips to a no-hiatus criticism (because I melded a yes and a no idea in one comment, and Dennis criticized the latter).
------------- Yes hiatus via this comment to correct

"It’s best to write only one criticism at a time."
----- Best, or required, to avoid errors?! (or I'm confused)

  Tyler Mills addressed criticism #3834.

FWIW, if I was hiring, and I was looking at a resume of someone who always ‘played it safe’ and was very concerned about what others think, I wouldn’t hire them. Whereas I would hire someone who takes smart risks and cares about truth over popularity, even if they have a resume ‘gap’.

#3834​·​Dennis Hackethal, 2 months ago

Still learning the art of Veritula (my bad for combining ideas in #3819). From the top, this branch seems to be:
Go on hiatus?
- No hiatus, compress activates
- Yes hiatus, can't compress. No hiatus because resume gap.
- No to resume gap -- So YES hiatus. But currently #3834 flows up and flips to a no-hiatus criticism (because I melded a yes and a no idea in one comment, and Dennis criticized the latter).
- Yes hiatus via this comment to correct

"It’s best to write only one criticism at a time."
- Best, or required, to avoid errors?! (or I'm confused)

  Tyler Mills addressed criticism #3826.

The questions here are over what is practical, secure and strategic, all largely in the financial sense--or so I think.

There’s nothing practical about working a job you hate. There’s nothing practical about fighting yourself.

Where does one draw the line between passion and security?

There’s no security in not pursuing your passion, and there’s no need to make this kind of tradeoff anyway.

#3826​·​Dennis Hackethal, 2 months ago

There's no security in not pursuing your passion

Do we mean by security something other than food/water/shelter? Or, resisting your passion only buys temporary security? This isn't true; people go their whole lives resisting their passions, and are secure.