62 comments

[ 0.26 ms ] story [ 17.4 ms ] thread
(comment deleted)
(comment deleted)
I wonder where this will lead
I'd bet world models will likely become the new "media" replacing tv, movies, music, video games etc.
Unlikely they will outcompete human artists and engineers using AIs to create those same types of media: tv, movies, music, games.
Yes, because consumers just LOVE to pay for anything associated with AI!
It'll be very interesting to see how the dust settles after this window of AI IPOs and acquisitions closes.
They won't have a choice at first, and they won't know the difference in the end.
Assuming this means AMD wants to jumpstart competition with NV on a model/simulation ecosystem (which NV has been doing for ~a decade). Probably has at least something to do with NV acquiring HF.

I'm not sure how much things like Omniverse are used, but NV has put out some really interesting stuff in the space (like for example ARTY for a somewhat recent example).

Overall it seems like a financial vote of confidence for "world models" (whatever that means, I still don't know). But it could also mean the death of the interesting things WL was doing with Marble + Atlas. It's hard to read PR.

it was also likely difficult to do what WL was looking to do without significant amount of compute.

Think it's a good match

WL was probably mostly using NVIDIA compute though?
If the ROCm team can't get enough compute it doesn't bode well for World Labs.
Is a 2-year-old company worth 8 billion USD?
The past couple of years have really driven home the fact that a company is worth whatever someone will pay for it
And that "Attention is all you need" applies to financial markets as well.
... just like real estate, a willing buyer -- and a willing seller
Honestly, I think this 'billion' number is also just the ball park for companies you need to pay if you want to buy them.

OpenRouter was sold for 7.5 Billion.

Lets just accept, that these people don't evaluate a company by value but by magic market "what is a sum someone needs to pay for buying a company and what company is somehow worth it to actually buy for this type of money but more in a sense of adding this to your portfolio"

AMD grew their revenue 50% last quarter from the year prior, for 11.5B in revenue. If this team can help continue that or grow that then yes - the amount of money involved here is insane.
Could be if they are pre-revenue.
Probably not what was paid though. Just an optimistic revenue projection based on early growth.
Given a lot of proprietary data, how would one go about starting training a world model?
Step 1: raise a billion dollars. Step 2: send a billion dollars to someone with GPUs.
I don't know about the training, but in terms of the the 'a lot of data', probably one of the inputs would be something like the geospatial data that Niantic has collected from all of the world's Ingress and Pokemon Go players, correlated with other more basic mapping data and things like google street view type camera data.

https://www.google.com/search?client=firefox-b-d&q=pokemon+g...

Neolabs keep moving down the stack.

Neoclouds want to do neolab things and now chipmakers want to do neolab things

> Neoclouds want to do neolab things and now chipmakers want to do neolab things

We don't know what the right integrations are. Is it the chipmakers with the toolmakers? The front-end makers with the model designers? That's the current set-up. But there might be another industrial configuration that is superior.

AMD is still struggling to establish itself in AI. That makes it a worthy competitor. Its agglomeration of talent and resources is probably, knowing little else, good.

World Labs is really cool. The 3D reconstruction from only a handful of frames is on another level.
(comment deleted)
how to quickly make a couple million dollars these days: start a startup and then get acquired by AMD in a few years.
The AMD part looks too specific, but I’ll have to check the math.
This was absurdly soon.

I was also shocked by how quickly AMD acquired Talaas. AMD may be preparing for the next way (ultra fast inference, and embodied AI inference)

AMD has acquired "AI stuff" for several billions at this point, yet somehow, doing "AI stuff" on their GPU/NPU stack still seems to be troublesome. Well, that is what I read from others anyway. Inference with llama.cpp on AMD GPUs pretty much just works.
Who says that? I’m having a blast with rocm powering my R9700. Been able to run all models on day 0 at comparable speeds to Nvidia with similar memory bandwidth. Software is no longer the main bottleneck for AMD.
Mind sharing pointers to how to do DL things in AMD?

I don't know anything.

Things like training a Vision/RL/LM, downloading and running LMs, etc.

just use torch/vllm/sglang/llama.cpp and the rest of the ecosystem, most have decent support for AMD, it's not that different from CUDA once you get it working (and it is much easier now than it used to)
I didn't know their consumer cards had rocm.
Really, it's just the Python frameworks on AMD consumer GPUs that suck. AMD datacenter GPUs seem to work with them well enough, and llama.cpp crushes it for the rest of us.
Congrats to the team on such a successful exit!

I'm curious how much the recent AI 3D modeling trend (Astra post-trained to use Blender) would have impacted this.

World Labs' entire tech stack becomes potentially obsolete when anyone can prompt GPT/Claude to create a simulation-ready 3D model from a photograph.

My guess is their tech can be used for spatial reasoning training environments, which gives a value beyond just output of a 3D scene.
~2.5 years roughly and an $8.2 billion exit. Absolutely amazing honestly.
The repeating story - There are X number of people in the tech and finance world that form a close network. It is the incestuous coming together of those that enable all of them to become a multi billionaire through acquisitions and IPOs. New people join this list on a regular basis by building something that create FOMO amongst the already billionaires and they indoctrinate those into the group using retail investor money.
This is truly impressive. Fei-Fei Li pretty much went on a 2.5 year IPO roadshow with World Labs and exited with a few cool tech demos.
I hesitate to recast the discussion in a negative tone, but this doesn't sound right on technical terms.

Is World Labs' Atlas genuinely novel? Their demos do not seem to be better than the existing state of the art.

Fei Fei Li has been criticized even in the ImageNet days as a shower than a doer. Her roadshow past two years extolling "world model" in vague terms didn't show much insight, and her company's demo seems to merely rehash what has been available in the field for years. If you haven't seen the current SoTA in Gaussian splats, then World Labs' demos may seem cool, but they are mostly standard in the field now. If someone is more familiar with the inner workings of World Labs, I am happy to be corrected (but inner details wouldn't change the fact that demos are no better than SoTA).

I really had high hopes for World Labs, but I am quite saddened to realize that perhaps all this was just a financial maneuver and the detractors were right from the beginning.

source: I used to be in the downstream field: Gaussian spats for robotics. The exact field that World Labs' is supposed to help.

I work in a highly related area. But honestly:

> has been criticized even in the ImageNet days as a shower than a doer

When has the world ever rewarded doers? It has almost always rewarded the showers. If it rewarded the doers:

* CTOs would be regarded more highly than CEOs

* A few key Apple engineers would be more well known than Steve Jobs

* Nikola Tesla would be more famous than Edison

> this was just a financial maneuver

I mean, if you could have a couple billion dollars now OR possibly $0 when OpenAI/Anthropic's models can eventually do what yours can do, I wouldn't blame you for taking the former.

ignoring op's out-of-place personal attacks, what about the world lab's model capability - do you agree?
I think the model is legit but not worth 8 billion dollars, nor is there much secret sauce. I'm at a series C company and I think we're pretty confident we have the resources to reproduce it internally.
If the World Labs people are talented, it could be just an acquihire right?
Correct, this is an acquisition and will benefit AMD a lot. In fact, AMD has made some great acquisitions lately and are on a roll.
8B/200=40M (avg) per acquihire. you really think those people were worth that much?

AMD has made a lot of acquihires in the last few years. this ain't one of em.

Interesting move. AMD clearly wants a piece of that specialized lab tech. Wonder what they'll build with it.
Hope AMD doesn't smother World Labs' innovation. Saw too many good small teams get absorbed and disappear into big corporate structures.
raising over a billion dollars and getting acquired for only 8 billion is terrible outcome for employees.
Always wondered what World Labs would do next. Hope AMD doesn't stifle their cutting-edge work on AI accelerators.
Used some of World Labs' tools back in the day; they had great niche tech. Curious to see how AMD integrates that.