Rabeya

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[Rabeya @hey_rabeya]

Thinking one step ahead isn't enough for robots operating in the real world.

They need to plan across longer horizons while responding to changing conditions.

LINGBOT-VA 2.0 is embracing that challenge.

[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. 🧵👇

[Rabeya @hey_rabeya]

From software development to engineering, AI keeps expanding its capabilities.

Seeing natural language translated into executable CAD programs is genuinely impressive.

This is the kind of progress that can reshape industries.

📄 Paper: https://t.co/5qc21tj0aW

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

[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
📷

[Rabeya @hey_rabeya]

Visual quality will continue to improve over time.

The bigger breakthrough is moving from static scene generation to persistent interactive worlds.

LingBot-World 2.0 seems to be embracing exactly that.

[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

[Rabeya @hey_rabeya]

We've reached a point where visual quality isn't the only metric that matters.

For embodied AI, understanding actions and physics is just as important.

That's what makes LingBot-Video particularly interesting to me.

[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.

[Rabeya @hey_rabeya]

Twenty robot configurations are impressive, but speed is what really stands out.

LingBot-VLA 2.0 controls heads, waists, mobile bases, and dexterous hands in under 130ms on an RTX 4090.

Fast inference like this is exactly what real-world robots need.

[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

[Rabeya @hey_rabeya]

@HeyGen tried https://t.co/Id7GqqHQep and got something that felt like a real launch

[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]

Change the genre. Change the scene. Change everything.

Just by typing.

Vibe Direct your next 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.

[Rabeya @hey_rabeya]

What used to take 3 days now takes under an hour.

Seedance 2.0 native 4K on Buzzy generates product videos at agency quality without the agency timeline.

Traditional production can't keep up with this speed.

[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.

[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.