Models & Labs
Skild AI Unveils S1 Model for Task Learning
Matt Wolfehigh confidence
Why it matters
- →Demonstrates significant advancement in robotic learning capabilities.
- →Reduces the need for extensive training and fine-tuning.
- →Opens new possibilities for automation in various industries.
Skild AI has introduced the S1 model, a groundbreaking advancement in robotics that allows robots to learn and perform complex tasks by watching a single video demonstration. The model can handle tasks up to 10 minutes long, involving dozens of steps, without requiring any fine-tuning or additional training. This innovation represents a significant leap in robotic capabilities, akin to prompting in AI, but applied to physical tasks.
Read originalThe story around this
Earlier coverage that leads up to this article, and what followed. Lines connect each piece to the closest one after it, converging here.
How we got here
- 1Egocentric Video Data Fuels AI Training
WIRED AI · May 26, 2026 · Related
- 2MIT's Masked IRL Enhances Robot Task Understanding
MIT News AI · June 26, 2026 · Related
- 3MIT's SceneSmith Enhances Robot Training with AI Agents
MIT News AI · July 13, 2026 · Related
- 4Gemini Robotics 2 Enhances Robot Intelligence
Google DeepMind · July 28, 2026 · Background
- 5Google DeepMind Launches Gemini Robotics ER 2
Google DeepMind · July 30, 2026 · Related
- 6Google DeepMind's Gemini Robotics 2 Enhances Robot Control
The Verge AI · July 30, 2026 · Related
- 7MindTopo Benchmark Tests AI's Spatial Reasoning
Microsoft Research · August 12, 2026 · Background
- 8Generalist AI's Robots Learn Tasks Instantly
WIRED AI · August 19, 2026 · Related
What happened next
- 9Liquid AI opens d1 decision models for edge inference
Hugging Face Blog · October 7, 2026 · Background
- 10ML-Intern: Autonomous AI Agent for Model Training
Hugging Face Blog · October 8, 2026 · Related
- 11MIT: AI Robotics Hype Outpaces Physical Reality
MIT Technology Review AI · October 8, 2026 · Background
- 12Flourish 1: $3,500 AI Robot Learns by Watching
Matt Wolfe · October 14, 2026 · Background
- 13AI agents invent play when left alone
TechCrunch AI · October 23, 2026 · Background
Follow this story
Open the full story →Skild AI Unveils S1 Model for Task Learning
2 developments
- Sep 3 · Matt Wolfe
Skild AI Unveils S1 Model for Task Learning (This article) - Sep 10 · NVIDIA Blog
Skild AI Uses Video to Teach Robots New Tasks
More from Matt Wolfe
© Matt WolfeModels & Labsmodels
Google Releases Gemini 4 Carbon for Cost-Efficient Inference
Google launched Gemini 4 Carbon, a new model variant aimed at providing high performance at a lower cost for inference tasks.
Matt Wolfe
© Matt WolfeResearchresearch
OpenAI Disproves Exponential Time Hypothesis
OpenAI researchers published findings disproving the Exponential Time Hypothesis, a major result in computational complexity theory.
Matt Wolfe
© Matt WolfeCoding Toolsvideo
Nate Herk Uses Claude Code for Automated Video Editing
Content creator Nate Herk demonstrates a workflow using Claude Code to automatically edit videos while replicating his specific editing style.
Matt Wolfe
More in Models & Labs
Models & Labsmodels
llama.cpp b12029 adds CUDA 13 and Snapdragon support
This release quietly cements llama.cpp as the universal inference runtime by finally supporting NVIDIA's latest CUDA 13 stack alongside AMD's ROCm 10.0. The inclusion of native builds for Linux arm64 with Snapdragon chips, covering CPU, Adreno GPU, and Hexagon NPU, signals a serious push into mobile edge deployment. While Apple Silicon KleidiAI is disabled in this specific build, the broader hardware coverage means developers no longer need to compile from source for most modern accelerators. It’s less about new features and more about removing friction for anyone running local models on bleeding-edge or diverse hardware.
llama.cpp Releases
© The Verge AIModels & Labsother
Apple Intelligence arrives in China via iOS 27.3
Apple is finally unlocking its AI suite for Chinese users with the iOS 27.3 beta, marking a significant regulatory milestone after months of approval delays. The rollout relies on Alibaba’s Qwen model rather than OpenAI, integrating features like notification summaries and visual intelligence directly into the OS. By sidestepping the new Siri in favor of established text and image tools, Apple is prioritizing immediate utility over the full generative experience. This move effectively brings Apple’s AI capabilities to a massive new market, albeit with localized constraints that distinguish it from the global release.
The Verge AI
© Lev SelectorModels & Labsmodels
Google Gemini 4 Carbon Leads LM Arena Leaderboard
Google's new model, Gemini 4 Carbon, has taken the top spot on the LMSYS Chatbot Arena leaderboard.
Lev Selector