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Welcome to Waifu Labs v2: How Do AIs Create?

waifulabs.com

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Re: Welcome to Waifu Labs v2: How Do AIs Create?

#111

Earlier quoted context omitted.

> What else can it be, based as it is in a physical substrate? This is no less shallow reasoning. The question of whether the academic field of statistical modelling already contains the necessary ideas to produce strong AI is not decided, and won't be unless/until somebody makes a strong AI. People have different intuitions about what the answer will be and until it can be determined empirically I suggest treating t…

Sure, but I see no reason to not treat things like GPT-3 and TWDNE as evidence. If it looks like a creativity, and quacks like a creativity, then we should at least entertain the notion that we have a small artistic process on our hands.

Of course we can entertain the notion. We just shouldn't pretend the question is settled one way or the other like the two comments above and pointlessly argue about it on hn.

Personally I'm inclined to see things like GPT-3 as qualitatively different to human creativity, but I don't claim to know this for a fact.

Re: Welcome to Waifu Labs v2: How Do AIs Create?

#112
post #36

Earlier quoted context omitted.

Honestly asking, isn't this stuff usually Japanese characters? I dunno if theres even "data" they could use for other skin tones

Well, there is (or rather was) "ganguro" at least, which appeared in mangas an animes occasionally, too. Not sure how many people would be getting offended by that these days, though.

The Pokemon Jinx was banned and redesigned, so it's offensive enough to some people.

Re: Welcome to Waifu Labs v2: How Do AIs Create?

#113
post #35

Earlier quoted context omitted.

Indeed, we spent 2 years working on this!!! It's an extremely hard research problem, because darker skin tones account for only about 0.3% of all anime art produced in the world. We have employed an absolutely exhaustive array of art and data science tricks to give the model the ability to draw darker skin tones, though they are underrepresented. The results that you see today are the culmination of many months of ca…

I can’t understand why the GP comment is flagged. If you can look past all the “culture war” stuff, this is pointing out some of the limits of algorithmic creativity. It does not do well generating instances with features that are not well represented in the training dataset. Compare this to human creativity. I suspect that fulfilling GPs request would be almost trivial for a human professional artist. To be clear th…

That's because humans have also seen a lot of human beings with diverse skin tones. If we had only seen anime our whole life it would be much more difficult for us to conceive of also. With more compute, we will eventually be able to make bigger models with more knowledge of the world that will also be able to overcome this.

Re: Welcome to Waifu Labs v2: How Do AIs Create?

#115

Earlier quoted context omitted.

I don't think there's any powerful enough way to stop people from generating one and then tracing over it to create their own linework, and customize things like the colouring and shading. The more broadly AI is able to create, the more niche and obfuscated directions human co-creators could take its products in.

Not to mention the copyrightability of AI output isn't legally well tested, and chances are it'll fall in the direction of being copyrighted by the user (i.e. the person clicking in the UI to make a character, which is where creative input happens), not by the AI creator (who has no creative input into the process; they merely made a tool, like any other piece of software - same reason documents printed from Microsof…

Generally speaking rights protect human's interests, weak AI has no interests yet, so rights are not applicable to it, and do nothing even if applied. And an AI with interests will be quite a bit new kind of creature.

Re: Welcome to Waifu Labs v2: How Do AIs Create?

#116
post #71
post #35

Earlier quoted context omitted.

Indeed, we spent 2 years working on this!!! It's an extremely hard research problem, because darker skin tones account for only about 0.3% of all anime art produced in the world. We have employed an absolutely exhaustive array of art and data science tricks to give the model the ability to draw darker skin tones, though they are underrepresented. The results that you see today are the culmination of many months of ca…

I don't quite understand the need to mandate racial caricaturizations in every modes of communication. I would find it upsetting if every pieces of texts and quotes were prefaced with an "origin" indicator to aid forming prejudices. Why have it in manga?

If you are part of a marginalized group, it is both nice to the individual and productive for societal-level integration if you find yourself represented in media, especially if it's a generator with a promise of "generate anyone".

No one here is mandating shit, GP asked a friendly question in a most respectful manner, which prompted an informative answer from OP even. If such interaction generates such an allergic reaction in you, the problem is not with the grandparent comment.

Re: Welcome to Waifu Labs v2: How Do AIs Create?

#117

Earlier quoted context omitted.

Right now it's a small team of 6 people, and we have a bit of funding + compute credits to train models. There's a bit of revenue from some past projects and AI-consulting, but we're mostly betting big on our new AI-powerd mobile title Arrowmancer[1]. > I think the effort required for such an undertaking is vastly underestimated by readers. Haha for sure. Hosting a real-time ML model for people to do sub 1-second inf…

That seems like a nice project that you're working on, definitely more high effort than some other attempts at generated art (procedurally or otherwise). I can't help but to feel that this would be a better fit for the fad of NFTs as well, as opposed to ugly monkeys or other asset flips that were pretty obvious cash grabs. Either way, good luck!

I'm guessing your referring to the "one of a kind" part of NFTs, which made me wonder, how would they validate that the created Waifu hasn't been created before?

The question is, would people buy, since there are near endless, and a huge difference is that these don't have a story attached to them...

Re: Welcome to Waifu Labs v2: How Do AIs Create?

#118
post #17

Earlier quoted context omitted.

While our model is not public, there are good resources online for playing with your own images! Like this one by fast.ai! https://docs.fast.ai/vision.gan.html

Quoted post unavailable.

Except that then anybody could literally just download it and start a competing service saving 2 years of development and hundreds of thousands of $ in compute costs over that time?

Re: Welcome to Waifu Labs v2: How Do AIs Create?

#120
post #68

Earlier quoted context omitted.

Art isn't about statical copying or drawing well. It's about human expression.

These generated pieces look extremely similar to real human art so they look very expressive to me. And you can even add your own input by hitting refresh until you get something similar to what you wanted.

> And you can even add your own input by hitting refresh until you get something similar to what you wanted.

that is the exact opposite of creation.

I'd put it this way: this is the IKEA of drawing.

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