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Introducing fal's H3 Max Director, the first natively continuous real-time frontier video model for action-controlled long-form generation. Unlike H3 Max and other video models, H3 Max Director generates a single continuous video stream, maintaining context over time rather than chaining together discrete clips. It’s the technology behind our experimental... show more

fal

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512,948 Aufrufe • vor 6 Tagen •via X (Twitter)

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i made an infinite ai shopping channel where you invent the products and our host graham has to sell them built with H3 Max turbo, realtime 1080p for the first time

i made an infinite ai shopping channel where you invent the products and our host graham has to sell them built with H3 Max turbo, realtime 1080p for the first time

Blendi

36,010 Aufrufe • vor 2 Tagen

PixVerse just launched their first real-time video world model R1, powered by fal's high-performance compute. It turns AI video from static clips into a real-time, interactive world. 🔄 Continuous generation stream 🧠 Autoregressive memory system ⚡ Ultra-fast response engine

PixVerse just launched their first real-time video world model R1, powered by fal's high-performance compute. It turns AI video from static clips into a real-time, interactive world. 🔄 Continuous generation stream 🧠 Autoregressive memory system ⚡ Ultra-fast response engine

fal

19,243 Aufrufe • vor 7 Monaten

built this game with fable 5.1 + fal H3 max director > you enter a city of fruits (fruitville) > you decide what happens next > every choice changes the characters, relationships and story > new characters, events and locations can appear at any time > the world remembers what happened and keeps evolving > every scene is generated in real time the game is generated as you play it

built this game with fable 5.1 + fal H3 max director > you enter a city of fruits (fruitville) > you decide what happens next > every choice changes the characters, relationships and story > new characters, events and locations can appear at any time > the world remembers what happened and keeps evolving > every scene is generated in real time the game is generated as you play it

Matthieu

29,912 Aufrufe • vor 6 Tagen

is back! It now runs continuously, with LLM-generated prompts that anyone watching can upvote to decide what gets created next. We’ve been experimenting with what faster-than-real-time AI models like H3 Max make possible for entirely new forms of content and entertainment. is one experiment in what that future could look like. We’ll keep evolving it as more people use it by adding new channels, improving the experience, and seeing where people take it. You can also submit ideas for new channels or apply to stream your own.

is back! It now runs continuously, with LLM-generated prompts that anyone watching can upvote to decide what gets created next. We’ve been experimenting with what faster-than-real-time AI models like H3 Max make possible for entirely new forms of content and entertainment. is one experiment in what that future could look like. We’ll keep evolving it as more people use it by adding new channels, improving the experience, and seeing where people take it. You can also submit ideas for new channels or apply to stream your own.

fal

75,387 Aufrufe • vor 9 Tagen

ok promising (but rough) start on an interactive video project using fal's H3 Max (and now Max Turbo) basically it's a first person POV 'date simulator' but the woman across from you is a secret agent using Blendi's basic interactive frame work (and a lot of other additional fable 5.1 work) each run is unique, depending on your choices throughout the dinner lots of issues with physics and drift but... there's def some sort of new medium here. and it's kind of magic to see the video just keep going in real time. trying to get calls as tight as possible (calls claude for story, nanobanana for facial consistency, h3 max for three different clips so they're ready to go when you select your path) and you can see my timing and when things trigger in the bottom right of the screen shout out to Tina Sang and the fal team for dropping me a few extra credits to keep working on this

ok promising (but rough) start on an interactive video project using fal's H3 Max (and now Max Turbo) basically it's a first person POV 'date simulator' but the woman across from you is a secret agent using Blendi's basic interactive frame work (and a lot of other additional fable 5.1 work) each run is unique, depending on your choices throughout the dinner lots of issues with physics and drift but... there's def some sort of new medium here. and it's kind of magic to see the video just keep going in real time. trying to get calls as tight as possible (calls claude for story, nanobanana for facial consistency, h3 max for three different clips so they're ready to go when you select your path) and you can see my timing and when things trigger in the bottom right of the screen shout out to Tina Sang and the fal team for dropping me a few extra credits to keep working on this

Gavin Purcell

23,970 Aufrufe • vor 7 Tagen

Meet Odyssey-2. It’s not like any other AI video model you’ve used before. Type anything and instantly watch a personalized stream of beautiful AI video. No more waiting minutes for 5-10 second clips, and you can interact with the video in real-time.

Meet Odyssey-2. It’s not like any other AI video model you’ve used before. Type anything and instantly watch a personalized stream of beautiful AI video. No more waiting minutes for 5-10 second clips, and you can interact with the video in real-time.

Odyssey

35,029 Aufrufe • vor 9 Monaten

Okay I built it! 🍰 Infinite Slop An infinite and interactive AI generated live stream of slop that goes on forever and ever Anything that you write in the chat is generated next and AI will try to connect it to the previous video so there's an actual sequence and story line Idea by marc-antoine and Rehan Sheikh's original stream so I made it It'd be very expensive to run this so fal very generously sponsors this They also fine-tuned the model that makes this possible for the first time, making Minimax H3 50x faster and as "Max" and it can now generate videos faster than you can watch them, very cool! Let me know what you think!!!! 😊

Okay I built it! 🍰 Infinite Slop An infinite and interactive AI generated live stream of slop that goes on forever and ever Anything that you write in the chat is generated next and AI will try to connect it to the previous video so there's an actual sequence and story line Idea by marc-antoine and Rehan Sheikh's original stream so I made it It'd be very expensive to run this so fal very generously sponsors this They also fine-tuned the model that makes this possible for the first time, making Minimax H3 50x faster and as "Max" and it can now generate videos faster than you can watch them, very cool! Let me know what you think!!!! 😊

@levelsio

2,586,229 Aufrufe • vor 11 Tagen

A breakthrough in real-time video generation. As a research preview developed with NVIDIA and shared at NVIDIAGTC this week, we trained a new real-time video model running on Vera Rubin. HD videos generate instantly, with time-to-first-frame under 100ms. Unlocking an entirely new creative paradigm and bolstering the foundations of our General World Model, GWM-1. Real-time generation opens a fundamentally different design space for video models and world simulation. We're investing in co-designing our models alongside advances in hardware to keep pushing this frontier.

A breakthrough in real-time video generation. As a research preview developed with NVIDIA and shared at NVIDIAGTC this week, we trained a new real-time video model running on Vera Rubin. HD videos generate instantly, with time-to-first-frame under 100ms. Unlocking an entirely new creative paradigm and bolstering the foundations of our General World Model, GWM-1. Real-time generation opens a fundamentally different design space for video models and world simulation. We're investing in co-designing our models alongside advances in hardware to keep pushing this frontier.

Runway

1,164,245 Aufrufe • vor 5 Monaten

Introducing The Matrix --- a foundation world model for generating infinite-length, hyper-realistic videos with real-time, frame-level control: - Infinite-length video generation - 720p high-quality rendering - Real-time, frame-level control at 16 FPS - Generalization to real-world video control 🔗Blog: 📄Paper: 💻Code & Playable Demo: Coming soon! Key Innovation: A brand new technique called the shift-window denoise process model, enabling auto-regressive generation for diffusion and consistency models in real-time. Special thanks to project leader Ruili Feng and the entire Matrix team for their dedication and hard work over the year-long project.

Hongyang Zhang

178,407 Aufrufe • vor 1 Jahr

I did it, the first-AI-generated collective video game. The chat choose what happenned next and then they vote. Still so much room for improvement, I need to fix the context situation, the dialogue, the creativty, and being able to better manipulate the state but the possibility are awesome !!! I can’t even imagine what will be possible in just a few months. Can’t wait. Huge thanks to Tina Sang and fal for giving me the opportunity to push the limits of this awesome H3 Max technology. 🚀

I did it, the first-AI-generated collective video game. The chat choose what happenned next and then they vote. Still so much room for improvement, I need to fix the context situation, the dialogue, the creativty, and being able to better manipulate the state but the possibility are awesome !!! I can’t even imagine what will be possible in just a few months. Can’t wait. Huge thanks to Tina Sang and fal for giving me the opportunity to push the limits of this awesome H3 Max technology. 🚀

Defend Intelligence (Anis Ayari)

21,819 Aufrufe • vor 7 Tagen

SITUATION EXPLAINED: MiniMax released H3 with open weights, and it's already #1 in video editing. • Priced at $7.80 per minute of 2K video, against Seedance 2.0 at $22.45 and Kling 3.0 at $20.16 • It ranks #1 on Artificial Analysis for video editing, #2 for text-to-video behind Gemini Omni Flash, and #3 for image-to-video • H3 takes text, images, video, and audio in a single context and generates 5-15 second clips at native 2K, 24fps, with native stereo audio • MiniMax is releasing the weights under its Community License within days, which would make it the strongest open-weights video model by a wide margin • It launched the same week ByteDance rolled out Seedance 2.5, which now generates 30-second 4K video from a single prompt • Seedance 2.5's face consistency across a full 30 seconds is the visible jump, earlier models drifted into a different face partway through • Voices are still the obvious tell, the video reads as real long before the audio does • Smaller labs building purpose-built video models are now beating frontier labs at this specific task Theo Jaffee: "This is gonna be one of the biggest examples of things that people are gonna do with these models, historical simulations, basically. Nostalgia videos for zoomers."

SITUATION EXPLAINED: MiniMax released H3 with open weights, and it's already #1 in video editing. • Priced at $7.80 per minute of 2K video, against Seedance 2.0 at $22.45 and Kling 3.0 at $20.16 • It ranks #1 on Artificial Analysis for video editing, #2 for text-to-video behind Gemini Omni Flash, and #3 for image-to-video • H3 takes text, images, video, and audio in a single context and generates 5-15 second clips at native 2K, 24fps, with native stereo audio • MiniMax is releasing the weights under its Community License within days, which would make it the strongest open-weights video model by a wide margin • It launched the same week ByteDance rolled out Seedance 2.5, which now generates 30-second 4K video from a single prompt • Seedance 2.5's face consistency across a full 30 seconds is the visible jump, earlier models drifted into a different face partway through • Voices are still the obvious tell, the video reads as real long before the audio does • Smaller labs building purpose-built video models are now beating frontier labs at this specific task Theo Jaffee: "This is gonna be one of the biggest examples of things that people are gonna do with these models, historical simulations, basically. Nostalgia videos for zoomers."

MTS

55,187 Aufrufe • vor 1 Monat

I might’ve found a way to make yesterday’s Blender to Real video ~5,000x faster (and better imo) lol. I put the scene together with GPT-6 Astra and PATINA in about 30 minutes. But it had around 7 million polygons, so rendering took a while. I split it into chunks across 8 GPUs and rendered it in about 30min. My estimate for an M4 Pro was around 40 hours. Obviously, I could’ve optimized the settings, but that’s for the version I posted yesterday. Since then, I’ve been trying different prompts to get H3 Max to follow the Blender animation while making the buildings and materials actually look real. I think I finally got it. The 30s video took about 30s to generate with H3 Max. Compared to that estimated 41h render, that’s roughly 5000x faster :) The part I’m most excited about is how much control this gives me. GPT-6 Astra can build a detailed 3D prototype in minutes, and I can use Blender to set up the camera and movement however I want, then have H3 Max follow it.

I might’ve found a way to make yesterday’s Blender to Real video ~5,000x faster (and better imo) lol. I put the scene together with GPT-6 Astra and PATINA in about 30 minutes. But it had around 7 million polygons, so rendering took a while. I split it into chunks across 8 GPUs and rendered it in about 30min. My estimate for an M4 Pro was around 40 hours. Obviously, I could’ve optimized the settings, but that’s for the version I posted yesterday. Since then, I’ve been trying different prompts to get H3 Max to follow the Blender animation while making the buildings and materials actually look real. I think I finally got it. The 30s video took about 30s to generate with H3 Max. Compared to that estimated 41h render, that’s roughly 5000x faster :) The part I’m most excited about is how much control this gives me. GPT-6 Astra can build a detailed 3D prototype in minutes, and I can use Blender to set up the camera and movement however I want, then have H3 Max follow it.

ilker

55,658 Aufrufe • vor 3 Tagen

Gemini Robotics ER 2 is our most capable embodied reasoning model designed for physical AI 🤖 Built as a high-level brain for robotics, the model connects directly to the Gemini Live API. It processes continuous video streams to track progress, call tools, search the web, and command an action model in real time. Upgrades for developers include: + Enhanced progress tracking + Real-time mid-execution failure detection + Multi-robot collaboration + Advanced safety instruction following

Gemini Robotics ER 2 is our most capable embodied reasoning model designed for physical AI 🤖 Built as a high-level brain for robotics, the model connects directly to the Gemini Live API. It processes continuous video streams to track progress, call tools, search the web, and command an action model in real time. Upgrades for developers include: + Enhanced progress tracking + Real-time mid-execution failure detection + Multi-robot collaboration + Advanced safety instruction following

Google AI Developers

21,498 Aufrufe • vor 1 Monat

Real-time, playable worlds from a single sentence. Alibaba Cloud Happy Oyster 1.0 is now available on fal, streaming in our new Realtime Playground. - Enter, explore, and interact with a world as it generates - Adventure: first or third person, real-time movement and camera control - Directing: inject commands mid-stream, with 3-minute narrative consistency

Real-time, playable worlds from a single sentence. Alibaba Cloud Happy Oyster 1.0 is now available on fal, streaming in our new Realtime Playground. - Enter, explore, and interact with a world as it generates - Adventure: first or third person, real-time movement and camera control - Directing: inject commands mid-stream, with 3-minute narrative consistency

fal

88,208 Aufrufe • vor 1 Monat

Today, we're announcing the next evolution of Sword Thrive: a fully revamped experience anchored by a new conversational care model, Vision AI, and a more powerful Phoenix. At the center of this evolution is a first-of-its-kind care model: a 3-way chat connecting the member, Phoenix, and their Doctor of Physical Therapy in a single interface, making continuous, 24/7 care possible for the first time, with the clinical oversight only a human specialist can provide. Vision AI, our proprietary technology trained on years of movement data, now delivers precise movement detection in real-world home environments - cluttered, noisy, and everything in between - and runs entirely through the Sword Health app on smartphones and tablets. Phoenix, our AI Care Specialist, is now more capable as well, providing deeper, personalized two-way conversational guidance and real-time form correction, adapting to each member as they move. From proactive care to continuous recovery, this is how healthcare should show up: with reliability, clinical memory, and real-time support that never drops the thread. Watch the video to see it in action:

Today, we're announcing the next evolution of Sword Thrive: a fully revamped experience anchored by a new conversational care model, Vision AI, and a more powerful Phoenix. At the center of this evolution is a first-of-its-kind care model: a 3-way chat connecting the member, Phoenix, and their Doctor of Physical Therapy in a single interface, making continuous, 24/7 care possible for the first time, with the clinical oversight only a human specialist can provide. Vision AI, our proprietary technology trained on years of movement data, now delivers precise movement detection in real-world home environments - cluttered, noisy, and everything in between - and runs entirely through the Sword Health app on smartphones and tablets. Phoenix, our AI Care Specialist, is now more capable as well, providing deeper, personalized two-way conversational guidance and real-time form correction, adapting to each member as they move. From proactive care to continuous recovery, this is how healthcare should show up: with reliability, clinical memory, and real-time support that never drops the thread. Watch the video to see it in action:

Sword Health

27,974 Aufrufe • vor 6 Monaten

We're changing our name. Captions is now Mirage. Today's most popular medium is short-form video. It's the fastest-growing format, it’s what people want, and it’s what brands need to grow. But unlike other forms of AI content like text or image, which can be generated and ready-to-use with a single prompt, generated video still requires a lot of manual work and editing to be ready to share. This is where the real opportunity lies. The way we see it, the real race for AI video hasn’t even begun. The world is waiting for a foundation model for video that can take an idea and produce a fully usable, cohesive output from scratch. So that’s what we’re building. We’re rebranding to Mirage to reflect our expanded vision for video, starting with the short-form format, through frontier AI research and models. Check it out at mirage dot app

We're changing our name. Captions is now Mirage. Today's most popular medium is short-form video. It's the fastest-growing format, it’s what people want, and it’s what brands need to grow. But unlike other forms of AI content like text or image, which can be generated and ready-to-use with a single prompt, generated video still requires a lot of manual work and editing to be ready to share. This is where the real opportunity lies. The way we see it, the real race for AI video hasn’t even begun. The world is waiting for a foundation model for video that can take an idea and produce a fully usable, cohesive output from scratch. So that’s what we’re building. We’re rebranding to Mirage to reflect our expanded vision for video, starting with the short-form format, through frontier AI research and models. Check it out at mirage dot app

Gaurav Misra

137,555 Aufrufe • vor 1 Jahr

world models are here! fal is the best platform for real-time audio and video inference. RT for access 😇 incredible work by Eloi Alonso to open source this model

world models are here! fal is the best platform for real-time audio and video inference. RT for access 😇 incredible work by Eloi Alonso to open source this model

fal

123,318 Aufrufe • vor 1 Jahr

SITUATION EXPLAINED: A new generation of AI labs are betting that world models are the path to general intelligence that can interact with the real world. We had General Intuition CEO Pim de Witte on MTS to explain what world models are, and why intuitively world models offer a clearer path towards general intelligence than LLMs. For humans, text is a technology for compressing information about the unfolding, three-dimensional world around us and communicating it to other people. When LLMs reason about the world, they do so by reconstructing the world through text. World models work by modeling the three-dimensional world at the architecture level and then allowing agents to interact with that world. Unlike an LLM, which understands space and time through text, world models perform spatial and temporal reasoning natively. General Intuition hopes to use world models to create embodied AI—machines that can reason and act in the real world. But other companies are also pushing the frontier in this space. Odyssey ML today announced a multi-agent world model, Agora-1. Their launch video shows four participants interacting with a real-time world model simulation of GoldenEye, a first-person shooter for the N64. A playable preview of the GoldenEye simulation is available on their site.

SITUATION EXPLAINED: A new generation of AI labs are betting that world models are the path to general intelligence that can interact with the real world. We had General Intuition CEO Pim de Witte on MTS to explain what world models are, and why intuitively world models offer a clearer path towards general intelligence than LLMs. For humans, text is a technology for compressing information about the unfolding, three-dimensional world around us and communicating it to other people. When LLMs reason about the world, they do so by reconstructing the world through text. World models work by modeling the three-dimensional world at the architecture level and then allowing agents to interact with that world. Unlike an LLM, which understands space and time through text, world models perform spatial and temporal reasoning natively. General Intuition hopes to use world models to create embodied AI—machines that can reason and act in the real world. But other companies are also pushing the frontier in this space. Odyssey ML today announced a multi-agent world model, Agora-1. Their launch video shows four participants interacting with a real-time world model simulation of GoldenEye, a first-person shooter for the N64. A playable preview of the GoldenEye simulation is available on their site.

MTS

11,676 Aufrufe • vor 3 Monaten

Our research team just released Flex-Forcing: a video generation method that lets a single model switch between generation methods at inference time. Right now there are two main approaches to video generation. Bidirectional diffusion models attend to every frame at once, holding structure well at the cost of speed. Autoregressive models generate frame by frame, so they stream fast and scale to long clips, but accumulate error and drift over time. Flex-Forcing trains a single model to do both, letting you choose from the range at inference based on your compute budget.

Our research team just released Flex-Forcing: a video generation method that lets a single model switch between generation methods at inference time. Right now there are two main approaches to video generation. Bidirectional diffusion models attend to every frame at once, holding structure well at the cost of speed. Autoregressive models generate frame by frame, so they stream fast and scale to long clips, but accumulate error and drift over time. Flex-Forcing trains a single model to do both, letting you choose from the range at inference based on your compute budget.

NVIDIA AI

31,412 Aufrufe • vor 2 Monaten

STRAIGHT OUTTA SAN FRAN! Our MiniMax H3 music video workflow breakdown is on YouTube:

STRAIGHT OUTTA SAN FRAN! Our MiniMax H3 music video workflow breakdown is on YouTube:

fal

33,641 Aufrufe • vor 1 Monat