News of the day

1. 1X launches its World Model, enabling Neo robots to learn new tasks from video and prompts, enhancing real-world understanding and autonomous action generation Read more

2. OpenAI's upcoming "Sweetpea" audio wearable, rumored to feature muscle sensors and Siri-like controls, is reportedly being prepared for mass production by Foxconn Read more

3. Google's Veo 3.1 AI now generates videos from reference images, supporting vertical formats and 4K upscaling for greater creative control Read more

4. Bandcamp has banned AI-generated music, prohibiting tracks created entirely or substantially by generative AI to protect human artists. Read more

Our take

Hi Dotikers!

Remember: last October, 1X Technologies launched NEO, billed as the first consumer-ready humanoid robot. For $20,000 (or $499/month), the startup promised a home assistant capable of folding laundry, organizing shelves, or opening the door for guests. Science fiction was entering our living rooms.

But NEO had a limitation shared by all current humanoid robots: learning. Like its competitors (Figure, Tesla Bot, Agility), it relied on thousands of hours of teleoperation, humans remotely piloting the robot to demonstrate each task. A slow, expensive, and hard-to-scale process.

Three months later, 1X is changing the game.

The company just unveiled the 1X World Model, a new AI architecture. The concept: rather than learning exclusively from robotic data, NEO now trains on human videos at internet scale. The robot first "imagines" what it needs to do by generating a video prediction, then translates that visualization into real movements.

Why does it work? Because NEO was designed to resemble a human as closely as possible: same size, same proportions, bio-inspired movements. What it sees humans do on video, it can replicate. According to 1X, this approach enables NEO to perform tasks it has never seen, including two-handed manipulations or human interactions.

The other advantage: continuous self-improvement. NEO collects its own data, and every advance in generative video models (Sora, Veo) translates directly into better robotic capabilities. A robot that learns like us, by watching and imitating.

A.

Meme of the day

Reply

Avatar

or to participate

Keep Reading

No posts found