AI factories from the factory, humanoid robots in logistics and new study data on Physical AI: the key insights from GTC Berlin 2026.

Drone LiDAR looks through the canopy and reveals the terrain. Gaussian Splatting turns it into a digital twin that enables confident planning.

Sensors, milking robots and herd management have long been part of everyday life on many farms. Only their connection shows whether AI agents, robots and digital twins deliver real value.

Smartphones instead of specialized scanners, game engines instead of in-house development, small teams instead of new departments. Why the business case for the digital twin is fundamentally changing right now.

Interactive 3D instructions show the next work step directly on the product. Using tnkr as an example, the article explains how CAD data and AI make their creation scalable.

Some campaigns used to fail due to access, others due to budget, others due to volume. What artificial intelligence makes possible today, and where it visibly hits its limits.

From the stage in Munich to the data protection question back home, what's genuinely new and what's been running for a while. Between image and infrastructure lies a decisive difference.

Short teaser: From the coffee robot in Shanghai to the 20,000-dollar home helper, what actually works today and what's still promotional footage. There's a real gap between the trade show floor and the living room.

OpenAI has released GPT-6 Astra, the first widely available AI model that operates 3D and design programs like Blender on its own, with mouse clicks and a keyboard.

Even before the halls of IFA 2026 in Berlin open, the Opening Press Conference already painted the picture of the coming show days. Ulrich Buckenlei was on site.