What if an AI model could take back a harmful answer before it finishes it?
Diffusion language models can.
New Decart research accepted to #EMNLP2026 found harmful responses in just 9–21% of attacks, vs. 48–62% for comparable autoregressive models.
We turned that behavior into SRI Guard - detecting harmful generations with just 0.01–0.04% added latency.
Safety shouldn’t come at the cost of speed.
Read the paper: research.decart.ai/step-wise-refu…@INSIGHTLabBGU@TechnionLive@bengurionu@CS_Uni_of_Haifa
How much can we optimize?
Quite a lot, it turns out.
Decart Research is now live - a closer look at the work making our models faster, more efficient, and more capable.
Explore our publications, programs, and tools for the global research community - with more to come.
🌐 research.decart.ai
.@DecartAI founding member @AbermanKfir says world models could let robots train on real-world physics without needing to experience every scenario in the physical world:
"If LLMs can imitate the semantic world, world models can imitate the physical world."
"Imagine that you have a humanoid in a different environment. You'd have to collect this impossible type of data."
"But if you have world models that can simulate it with real physics, you'll be able to train these robots."
"That's the premise where we're at now. It hasn't been resolved yet."
Okay third time is a charm & real-time & in a live app! App & code in 🧵.
Real-time video gen is getting better than I thought. Thanks @nickjohn@meh_agarwal for recommending @DecartAI Lucy!
1/ We’re entering the era of agentic commerce, and we believe that world models are the missing engine.
Instead of browsing static product pages, agents will let you interact with products inside your own world before making decisions.
Today, @DecartAI we're releasing Anywear👇
Okay third time is a charm & real-time & in a live app! App & code in 🧵.
Real-time video gen is getting better than I thought. Thanks @nickjohn@meh_agarwal for recommending @DecartAI Lucy!
I’ve been building LucyLive — a real-time AI render plugin for @MaxonVFX Cinema 4D.
uses @DecartAI Lucy 2.5 through @fal
It follows your prompts and reference images while keeping C4D responsive.
Free download:
github.com/VantageInc/Luc…
I’d love to see your results.
Earlier this month we hosted the first-ever Vintage Enterprise AI Summit in Paris 🇫🇷✨
A huge thank you to our partners @UnframeAI, @alice_dot_io, @DecartAI, @HappyRobot, @USTglobal, and to @RaiseSummit , @amarmic, and @HenriDelahaye for bringing such an exceptional global AI community together in Paris. It was an honor to partner with you and build this alongside the broader RAISE week 🥂
This is Value+ in action: bringing the right founders, enterprises, investors, and LPs together, and turning those connections into lasting value.
Look out for the next edition! 👀
The obvious use case is becoming a character on camera.
But the bigger deal is prompt-controlled transformation: characters, outfits, environments, objects, and visual effects changing while the camera is still live.
1/ Today, we’re excited to introduce Lucy 2.5.
Lucy represents a paradigm shift in world models, not just in how generated worlds look, but in how we interact with them.
A thread on what makes it a paradigm shift 👇
Meet Lucy 2.5, our most advanced Live AI model yet.
Lucy edits videos in realtime, now with more capabilities and greater control.
See how it's being used across streaming, e-commerce, advertising, and more 🧵
@venturetwins Great videos!! Thank you for trying it out and for the detailed feedback! We're actually seeing very similar use cases in streaming and social as well. And yep, the lip sync is already much better, with even more improvements coming soon 💪
Meet Lucy 2.5, our most advanced Live AI model yet.
Lucy edits videos in realtime, now with more capabilities and greater control.
See how it's being used across streaming, e-commerce, advertising, and more 🧵
822 Followers 355 FollowingFounder & CEO, OnePiece Labs. Turning human skill into robot intelligence: precision egocentric data for physical AI. Also investing at Interval Capital.
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Dbajmy o siebie.
222 Followers 307 FollowingI’m just a nobody trying to get rich off crypto. Anything I post is not financial advice. I’m using this page as my trading journal.
0 Followers 203 FollowingQuant Trading | AI Agents | Robotics
Building the future of Self-evolution agent from first principles.
"I'm supposed to be here."