Open-weight promise seems nice, but 1) I've seen people commenting that these hopes amounted to nothing for some previous releases (no idea which promises were made though); and 2) if the backbone is released as Dev, what will be missing? I can't easily tell from the post.
dev variants are usually cfg distilled which means that directly finetuning isn’t as effective. In the past, for the flux2 klein models,they released base versions that are not distilled. So it will probably be a while before you can fully take advantage of the open weights.
Could be handicapped version with more limited functionalities. Noentheless, open-weight is open-weight, I just hope the quality is good enough to be sota.
The term "world model" as it was once used in model-based RL can now apparently refer to anything as silly as linear regression. Then again, the RL folks probably borrowed the term from behavioral scientists before them. It's probably best to simply accept this :/
A similar thing happened to "object oriented" which has been misused by philosophers and visual artists alike.
I'd have way more sympathy for the world-model-term-misuse complaints if the ML world hadn't studiously ignored and then reinvented so many fields over the years.
https://arxiv.org/abs/1805.06485 is enough to make any half decent game dev sit around wondering what was going on, as well as the general "maybe we're wasting a lot of space with all these floats?" At least now LLMs can tell them what SoTA is in other fields before they try to rediscover it.
In the 1990s "Object-Oriented Ontology" was introduced by Graham Harman [1]. The name was borrowed from computing, but its meaning has little or nothing to do with Simula or Smalltalk.
It would be interesting to see some time-series sentiment analysis of HN. Subjectively it feels like there's much negativity on HN these days, I hope I'm wrong.
> time-series sentiment analysis [...] much negativity on HN these days, I hope I'm wrong
Depending on the members, there certainly is. Put aside the "dismissers", those who have a habit or a hormonal reliance to cast a "meh". Those who objectively assess according to the input that the development of facts provide may bend their "apparent mood" accordingly. This may be more evident here because in brighter times we may be more inclined to post and submit about more idle intellectual beauty ("complications in ancient clocks"), and in darker times it makes sense that we are more focused on the problems.
Personally I'm just bored of AI releases. I kinda dread it because it'll hog the front page of HN for a couple of days and it's just the same comments every time: people showing what it generated, people signalling that they aren't luddites etc.
For me this is like announcing a slightly more efficient form of coal-powered steam engine. Great, but it's still running on coal. I'm excited about moving beyond coal to cleaner and more sustainable energy sources. Current "AI", based on machine learning, is just recycling existing human works: books, films, code, forum posts etc. But those works, like the coal, is going to run out. We've decided to stop making new things and just burn the coal that's already been deposited.
It's probably actually good, but after this stuff with Qwen-Image-3 and it's ability to things like render images that look like they were rendered with LaTeX or compose many things side by side or in depth, maybe it's perhaps not totally in the right direction to only focus on visual stuff.
I'm a person who is making extensive use of current-gen "smart" LLM for coding tasks and building automation tools, doing some of the drudge work of gluing disparate open source things together into new projects. I'm fairly optimistic about that. Particularly when you have a good harness setup and you know enough about the subject matter to understand when a model has gone into some dead-end of reasoning or has built something that's not quite right.
At the same time, I can see social media is being flooded with absolutely horrid AI slop images and video. I'm much more pessimistic about the practical beneficial real world use of totally artificial image and video generators. It seems the uses that these things are put to when they get into the hands of millions of people are detrimental to society and not a benefit.
Yeah, really, masses are fine. I mean gross and boring mostly, but fine. Problem is when entrepreneurs get their hands on such tech, because they invariably put it to use for scamming and cheating people (read: marketing). It's the business people who are flooding social media with AI slop, for example.
Heh. On the other hand, we are seeing so much negativity around "AI", while we have access to something as close as possible to the "universal communicator" from trek. There are now several CotS things you can buy that basically serve this purpose. You can walk into a mall, buy one, and travel to the most remote place on Earth, speak in your own language, and almost anyone else can speak in their own language, and through technomagic the two of you can communicate. And yet there's so much pessimism...
Yup. People still don't believe when I say that we've cracked universal translation with LLMs. That's despite the proof being in their hands; anyone with any SOTA multimodal LLM app (read: Claude, ChatGPT, or Gemini) with "advanced voice" / "live mode" can test it on the spot: just launch it and tell it will hear multiple languages and its task is to translate what it hears in one language to the other, and vice versa.
It's possible it's because some people care about the consequences of what we're doing as a society beyond the mindless satiation of curiosity. Nothing wrong with curiosity in my books by the way, but I do think isolating it the way we've done in the technical fields is a dangerous and irresponsible attitude.
As I understand it HN is a community for hackers to discuss interesting and curious topics.
Pessimistic opinions on the labor market, views about society and politics that border on the dystopian, as well as exaggerated concerns about datacenter environmental impacts, all seem like a poor fit for this website.
It would be a very uninformed world view and naive to say that the people who build and implement cutting-edge technology shouldn't be thinking about its societal implications and dangers. Or even considering more basic things like making sure it doesn't hurt anyone. Just because you can do a thing doesn't mean you always should do a thing.
Anyone ever taken a CS course that includes extensive discussion of the Therac-25?
My issue with comments around the impact of AI is that often they are just not interesting.
What substance is there beyond "I don't like it, and I think it is a negative for society", typically delivered with what I perceive as a self-righteous attitude?
My criticism is specifically with the use of text-to-image and text-to-video generators that will create fully artificial video and image content. I've seen the uses that these tools are being put to in 2025/2026 for electoral manipulation, social issue manipulation and it leaves me with a very distasteful impression.
You will not see me leaving comments such as this, for example, on the release of a "strong in coding tasks" tool like GLM5.2.
I actively go out of my way to avoid patronizing businesses that advertise with AI slop generated images now, AI slop restaurant menus, and so forth.
Whether you want to interpret a desire for authenticity as some sort of self-righteous attitude is up to you. There's a lot of people that share my opinion, and a lot of them that don't. There is also clearly a lot of money behind pushing AI slop images everywhere. Facebook and the various 'pages' and 'groups' that are near 90% AI slop content are a fine example of that. I'm sure a great many advertising impressions and click-throughs have been served, much revenue has been earned. Great success.
That must be the poster child of the most boring and meaningless accusation thrown around new technologies (after the data center water scare, which was just plain bogus). We've heard this non stop since Cambridge Analytica nothingburger. It's all noise distracting from the one meaningful aspect of it: marketing to people is electoral manipulation, and since that's unquestionably allowed, the horses have left the barn long time ago, and futzing over the AI barn door control makes no sense at this point.
If anything, the problem that this is effective in the first place is the one to address - this translates to people still believing anything politicians say, despite decades of continued proof all the campaign promises are just plain bullshit, and stated beliefs are situational and not principled.
I'm not just talking about within the context of Cambridge Analytica / USA specific things.
For a more immediate example, look at Russian weaponization of social media in Mali for a pro-russia, anti-everyone-else narrative. Often deployed against a population that has a much greater level of credulity of anything they see on social media, and lack of inoculation against it by multiple years of seeing artificially generates nonsense.
I reserve my opinions on microsoft fuckery for more practical and immediate concerns like the recent LG monitors and device drivers auto-installing adware.
You must expand the view to: members here form a community of people with aggregage special skills (which the "intellectual curiosity" part itself suggests) and are operators in a real world, which we assess and discuss.
There are urgent matters, important matters, and nice matters - all relevant to us.
A very beautiful place on earth: one friend who lives there enjoys road biking in the surrounding mountains. Another friend does cross-country skiing in his lunch break (in winter times).
I can totally see that. I imagine it's great for hiking and food. But if/when this company has an issue you'll have to move again or start working at the local Sparkasse or something.
I live nearby, its an amazing area, one of the sunniest in Germany with perfect landscape. Not sure about the talent pool though but there is a university.
You are completely ignorant. This is one of the best places to live and work on earth. Nonetheless, they also have positions in San Francisco for what is worth.
I am very excited for this. 2.3 was excellent and I've seen clips from people who got early access along with reading their reflections on it and I think this will be the new SOTA for home use.
Flux 2 Dev Klein has practically been the best you could use on most commercial hardware so I really hope Flux 3 has a comparable updated open-weights model to it. if not it'd be a great loss to most hobbyists.
I hope flux will include a 3D generation model. right now the open-weights version of 3D is failing behind closed source by a big margin. Hopefully the improved spatial ability helps with robotics too
> It jointly learns from images, videos, and audio within a unified architecture, because what it needs to learn is not any one of these elements in isolation.
I'm confused, videos contain images and audio ...?
That's most likely a disagreement on terms. In the media world, video is only the moving images, not audio. This is separate from images, that are meant to be still images.
Video contains images (frames), but not every image would reasonably be found in the frames of a video, or interpreted spatially. In the space of world model synthesis, consider blueprints, relationship diagrams, pages of instructions, sheet music, or a boarding pass.
It's more a comment about the feature detection I think; all image, video and audio input contribute to the same weights/activations that can produce image, video and audio output.
I have a feeling open-weight models ought to be outperforming proprietary ones by now, but that still hasn’t happened. So far, Nano Banana and GPT-2 Image seem to be the best in class, and Flux still isn’t crossing that quality bar.
Open-weight plans are near the bottom (Launch section):
- Video and audio generation and editing through APIs and private weight access. (“FLUX 3 Video”)
- Action prediction through selected research and commercial partners, beginning with mimic robotics (“FLUX-mimic and FLUX 3 Action”)
- Image synthesis and editing through APIs and private weight access. (“FLUX 3 Image”)
- Open-weight access to a multimodal backbone, for content creation (video, audio and image) and action prediction. (“FLUX 3 Dev”)
i don't get why they are investing money on image/video gen. All generations i have see looked blurry, lacking in fine details and missing the artistic touch (lacks meaning? lifeless?)
Well, unified multimodal intelligence is the only way we will get to The Terminator, which seems to be the goal now of Silicon Valley and every Nation State with a military budget, so have at.
Well, probably not, but I am not engaging in socialization. I am using it to help me decide among competing statistical modeling approaches, or other aspects of my research, including coding, neuroimaging pipelines, and an assortment of other thorny issues that come with longitudinal/developmental neuroscience.
Sorry because pointing this is a bit tired by now, but reading already the first two paragraph thete is this unmistakable stench of LLM slop writing. Immediately disengaged.
The fact that people keep developing this technology shows that the true problem is not that machines are likely to become intelligent, but that people have already become machines - unthinking and without any care to the future whatsoever.
"Horseless slop trained on centuries of coachmakers' and blacksmiths' work. It'll never replace a real horse."
- Hacker News commenter in 1889 criticizing the automobile
imagine spending nine figures training a model to learn that the sound has to match the impact. my 8-month-old figured that out by dropping a spoon on the floor twice.
Same person that was mocking the hands in image generation in 2023, is the same person that was saying 'hands are fixed but it can't generate "the red dog jumps over the jump rope held by the blue pelican while juggling 5 balls"' in 2024, is the same person that posted this.
> Over the next few weeks and months, we will make the following capabilities available
> Open-weight access to a multimodal backbone, for content creation (video, audio and image) and action prediction. (“FLUX 3 Dev”)
> We will also release more technical details on the underlying approach.
- Frivolous use of the term World Model.
- Claims 20 seconds of video, shows only jumpcuts.
Coming soon!
The term "world model" as it was once used in model-based RL can now apparently refer to anything as silly as linear regression. Then again, the RL folks probably borrowed the term from behavioral scientists before them. It's probably best to simply accept this :/
A similar thing happened to "object oriented" which has been misused by philosophers and visual artists alike.
https://arxiv.org/abs/1805.06485 is enough to make any half decent game dev sit around wondering what was going on, as well as the general "maybe we're wasting a lot of space with all these floats?" At least now LLMs can tell them what SoTA is in other fields before they try to rediscover it.
It's from epistemology. It is not there to refer to the subjective but to the objective.
> A similar thing happened to "object oriented" which has been misused by philosophers and visual artists alike
For instance?
[1] https://en.wikipedia.org/wiki/Graham_Harman
but we could be curious on how and why you saw misuse.
But then again I heard the downers have always been the first to leave their dung comments here so let's see...
Depending on the members, there certainly is. Put aside the "dismissers", those who have a habit or a hormonal reliance to cast a "meh". Those who objectively assess according to the input that the development of facts provide may bend their "apparent mood" accordingly. This may be more evident here because in brighter times we may be more inclined to post and submit about more idle intellectual beauty ("complications in ancient clocks"), and in darker times it makes sense that we are more focused on the problems.
For me this is like announcing a slightly more efficient form of coal-powered steam engine. Great, but it's still running on coal. I'm excited about moving beyond coal to cleaner and more sustainable energy sources. Current "AI", based on machine learning, is just recycling existing human works: books, films, code, forum posts etc. But those works, like the coal, is going to run out. We've decided to stop making new things and just burn the coal that's already been deposited.
At the same time, I can see social media is being flooded with absolutely horrid AI slop images and video. I'm much more pessimistic about the practical beneficial real world use of totally artificial image and video generators. It seems the uses that these things are put to when they get into the hands of millions of people are detrimental to society and not a benefit.
/s
Heh. On the other hand, we are seeing so much negativity around "AI", while we have access to something as close as possible to the "universal communicator" from trek. There are now several CotS things you can buy that basically serve this purpose. You can walk into a mall, buy one, and travel to the most remote place on Earth, speak in your own language, and almost anyone else can speak in their own language, and through technomagic the two of you can communicate. And yet there's so much pessimism...
I see nothing here but them TELLING us how great it is. Not showing us.
Have you watched the 46s video full screen on a monitor and not marvelled at the incredible 4K detail of the FPV motorcycle racing clip?
Pessimistic opinions on the labor market, views about society and politics that border on the dystopian, as well as exaggerated concerns about datacenter environmental impacts, all seem like a poor fit for this website.
Anyone ever taken a CS course that includes extensive discussion of the Therac-25?
What substance is there beyond "I don't like it, and I think it is a negative for society", typically delivered with what I perceive as a self-righteous attitude?
You will not see me leaving comments such as this, for example, on the release of a "strong in coding tasks" tool like GLM5.2.
I actively go out of my way to avoid patronizing businesses that advertise with AI slop generated images now, AI slop restaurant menus, and so forth.
Whether you want to interpret a desire for authenticity as some sort of self-righteous attitude is up to you. There's a lot of people that share my opinion, and a lot of them that don't. There is also clearly a lot of money behind pushing AI slop images everywhere. Facebook and the various 'pages' and 'groups' that are near 90% AI slop content are a fine example of that. I'm sure a great many advertising impressions and click-throughs have been served, much revenue has been earned. Great success.
That must be the poster child of the most boring and meaningless accusation thrown around new technologies (after the data center water scare, which was just plain bogus). We've heard this non stop since Cambridge Analytica nothingburger. It's all noise distracting from the one meaningful aspect of it: marketing to people is electoral manipulation, and since that's unquestionably allowed, the horses have left the barn long time ago, and futzing over the AI barn door control makes no sense at this point.
If anything, the problem that this is effective in the first place is the one to address - this translates to people still believing anything politicians say, despite decades of continued proof all the campaign promises are just plain bullshit, and stated beliefs are situational and not principled.
For a more immediate example, look at Russian weaponization of social media in Mali for a pro-russia, anti-everyone-else narrative. Often deployed against a population that has a much greater level of credulity of anything they see on social media, and lack of inoculation against it by multiple years of seeing artificially generates nonsense.
There are urgent matters, important matters, and nice matters - all relevant to us.
We live in a time where artificial intelligence begins to rival humans in some areas.
We can now really automate things.
How interesting is that? There is so much to talk about.
Hiring in university towns is a pretty standard practice for startups outside SF.
Isn’t video + audio all you need?
I honestly hope they put an unrealistic amount of wilhelm scream into the learning process, just for fun.
I'm confused, videos contain images and audio ...?
> our mission to develop real-world visual intelligence
Visual is mono-modal, isn't it?
Maybe they presume that after a series of "good enough to some" they may be getting near the Real Thing?
It does not seem as grating as the slop I typically see in README.md files or generated docs.