Rafi

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[Rafi @rafi_coder]

Planning and adaptability go hand in hand.

Robots that can look ahead while adjusting to new information are far better suited for real-world tasks.

Exciting to see LINGBOT-VA 2.0 taking this approach.

[Robbyant @robbyant_brain]

🤖Robots that think ahead and act in real time.

LingBot-VA 2.0 — the first embodied-native foundation model. Not fine-tuned from a video generator. Built from scratch for the physical world.

✅ 93.6% success on bimanual tasks
⚡ 150 Hz single-GPU inference
🎯 20 demos to generalize.

This is what happens when you stop adapting and start building natively. 🧵👇

[Robbyant @robbyant_brain]

🤖Robots that think ahead and act in real time.

LingBot-VA 2.0 — the first embodied-native foundation model. Not fine-tuned from a video generator. Built from scratch for the physical world.

✅ 93.6% success on bimanual tasks
⚡ 150 Hz single-GPU inference
🎯 20 demos to generalize.

This is what happens when you stop adapting and start building natively. 🧵👇

[Rafi @rafi_coder]

The future of product design won't just be faster.

It will be more collaborative between humans and AI.

Arko-T offers an exciting glimpse into what that future could look like.

📄 Paper: https://t.co/O6yXCS5qSl

⚡ Try Sparkoh: https://t.co/Kkh8w7N64z

[Sparkoh.ai @sparkohai]

Introducing Arko-T — a 4B model that turns natural-language intent into executable, parametric Physical-3D programs.

Most text-to-3D models generate shapes.
Arko-T generates designs.
We benchmarked Arko-T against 7 frontier LLMs across 12 metrics on Text2CAD-Bench.
#1 on 8 of 12 metrics.
#2 on 3 more.

Arko-T is not yet available in Sparkoh. Product integration will come in a future update.
In the meantime, we’d also love for you to explore Sparkoh and try our current product.

Read the paper: https://t.co/nkRmr1uuXE
Project page: https://t.co/EpLZoLqwhP
Try Arko-T in Sparkoh: https://t.co/3v3aivzKum
📷

[Rafi @rafi_coder]

Really excited to see what developers create with LingBot-World 2.0.

The shift from generating short clips to building interactive worlds that evolve, respond, and stay consistent feels like a meaningful step forward for gaming, robotics, embodied AI, and autonomous agents.

The open-source release makes it even more exciting. Looking forward to experimenting with it. Great work by the Robbyant team.

[Robbyant @robbyant_brain]

🌍 10 minutes was just the beginning. What if a world model could run forever — responding to your every action, generating new events, and never losing coherence?

Today, we open-source LingBot-World 2.0 (Infinity) 🔥

The first interactive world model with:
🔷 Hour-long generation with zero quality drift
🔷 Rich actions & events — attack, cast spells, shoot, summon storms
🔷 Agentic world — a Director Agent drives real-time world evolution

720p/60fps. Playable like a game. 🎮 Try it now on @reactorworld — or deploy it yourself with SGLang day-0 support. @lmsysorg

#WorldModel #EmbodiedAI #OpenSource #Robotics

[Rafi @rafi_coder]

The next challenge for video models isn't just making better-looking videos.

It's helping AI understand how the physical world actually behaves.

LingBot-Video seems to be moving in that direction.

[Robbyant @robbyant_brain]

Today we open-source LingBot-Video — the first MoE-based video foundation model built for embodied intelligence.
🔹30B params, only 3B active at inference.
🔹Augmented with 70K hours of embodied data on top of large-scale internet video pretraining.
🔹Already outperforming Wan2.6, Seedance 1.5 Pro, and Cosmos3 Super on RBench.
🧵👇

[Robbyant @robbyant_brain]

Today we open-source LingBot-Video — the first MoE-based video foundation model built for embodied intelligence.
🔹30B params, only 3B active at inference.
🔹Augmented with 70K hours of embodied data on top of large-scale internet video pretraining.
🔹Already outperforming Wan2.6, Seedance 1.5 Pro, and Cosmos3 Super on RBench.
🧵👇

[Huang Song @huang_song_]

Every message has a hidden cost — paid before you type a single word.

We call it the Mental Drafting Toll.

Before a message, an email, or a document leaves your mind, you first draft it internally.

You organize your thoughts.
Find the right words.
Structure the message.
Rewrite it until it sounds right.

It happens every time you communicate.

And we've accepted it as "just thinking."

But it's not thinking.

Thinking is the fast, messy, creative part.

Mental drafting is the invisible work of making those thoughts presentable.

And traditional dictation never removed it.

Voice typing only freed your fingers.

You still had to draft it in your head first — then say it out loud.

That's the problem we set out to solve with Typeless 2.0.

For the first time, you can skip the mental draft — and just think out loud:

Speak in whatever order thoughts come.
Add context as it comes to you.
Change your mind halfway through.
Forget a name? Describe it — Typeless fills in the exact one.
It never makes things up.

Typeless doesn't just understand your words. It understands your thoughts before they become words — and turns them into clear writing.

You think it once.

Typeless writes what you meant.

Available today on Mac, Windows, iOS & Android.

Messy thoughts in. Clear writing out.

[Rafi @rafi_coder]

Supporting 20 robot configurations is a huge achievement.

What's even more impressive is that LingBot-VLA 2.0 handles complex whole-body control in under 130ms on a single RTX 4090.

That's the kind of efficiency embodied AI has been waiting for.

[Robbyant @robbyant_brain]

🤖 LingBot-VLA 2.0 is now open-source — our next-gen embodied foundation model.
🔷 60,000 hours of high-quality pretraining data — combining curated robotic demonstrations and egocentric human operation videos
🔷 20 robot configurations across 17 brands — Astribot, Leju, Unitree, Franka, Fourier, Realman, and more
🔷 Whole-body DoF: heads, waists, dexterous hands, and mobile bases — enabling far more complex task scenarios
🔷 Inference under 130ms on RTX 4090 — developer events launching soon
#EmbodiedAI #Robotics #OpenSource #VLA

[Robbyant @robbyant_brain]

🤖 LingBot-VLA 2.0 is now open-source — our next-gen embodied foundation model.
🔷 60,000 hours of high-quality pretraining data — combining curated robotic demonstrations and egocentric human operation videos
🔷 20 robot configurations across 17 brands — Astribot, Leju, Unitree, Franka, Fourier, Realman, and more
🔷 Whole-body DoF: heads, waists, dexterous hands, and mobile bases — enabling far more complex task scenarios
🔷 Inference under 130ms on RTX 4090 — developer events launching soon
#EmbodiedAI #Robotics #OpenSource #VLA

[Rafi @rafi_coder]

@HeyGen tried two sites and neither video felt like a template swap

[HeyGen @HeyGen]

Making your launch video is too hard?

Paste your website and we'll turn it into video

First try is free

https://t.co/xUt6qaQaIQ

Our agent captures your screens, fonts, colors

then writes a story, adds narration + music, and renders it

Your brand & product, rebuilt as video

[OpenArt @openart_ai]

Your music deserves a music video.

Vibe Direct it with OpenArt Director 🎬

[OpenArt @openart_ai]

🚀 10% OFF on all image & video models on MCP through from July 02-12 on eligible plans.

Checkout https://t.co/rASEBImPPL for details and create at scale!

[ImagineArt @ImagineArt_X]

Imagine Workflows just went agentic today.

Most "agentic creativity" out there is just image and video generations. Workflows is different. Hundreds of nodes tied together, each passing context to the next, built for the connected work real storytelling demands.

Until today, wiring all of that took a power user with patience to spare. Now you describe what you want, and the agent builds the chain for you.

The most powerful creative tool we've built, now moves at the pace of your thought.

[ImagineArt @ImagineArt_X]

We'll aura farm.

Fashion Studio officially dropped two days ago, and we already have a cult following of thousands, new users and old. No, it is not lonely at the top :)

We welcome you up. The view is pretty nice.

[Buzzy Now @Buzzy_now_AI]

Seedance 2.0 in native 4K is now live on Buzzy.

Sharper frames, cleaner crops, and details that stay crisp after every edit.

From cinematic shots to polished commercial visuals, create production-ready videos — then keep refining them with Buzzy.

Now available with a limited-time 4K discount.

[Rafi @rafi_coder]

30 minutes into testing ImagineArt Fashion Studio and I'm realizing most fashion consultants just lost 80% of their billable work.

@ImagineArt_X

[ImagineArt @ImagineArt_X]

ImagineArt Fashion Studio is now live. Primal, hungry, and raw.

For something as personal and intentional as fashion, we couldn't just give you tools.

We're giving you Fashion Studio, one that thinks like an original designer and functions like a world-class fashion house.

[ImagineArt @ImagineArt_X]

ImagineArt Fashion Studio is now live. Primal, hungry, and raw.

For something as personal and intentional as fashion, we couldn't just give you tools.

We're giving you Fashion Studio, one that thinks like an original designer and functions like a world-class fashion house.