Trending in data, tech and AI

211 terms · 73 days

Physical AI

Rising · emerged January 2025 · high October 2026 · +4% on the month before · 50 mentions on Trending in 14 days

Models that perceive and act in the physical world: robots, self-driving and the simulators that train them. Named by Nvidia: NVIDIA Launches Cosmos World Foundation Model Platform to Accelerate Physical AI Development (Jan 6, 2025). Also called Embodied AI, Robot foundation models, Vision-language-action models, VLA.

Index 0 to 100, monthly
0397920252026Origin

Signals

SignalReads as
Hacker News stories, last 12 months91 storiesAdoption
arXiv papers, last 12 months2,675 papersAdoption
Wikipedia views, October 20262,341Adoption
Product releases naming it1 since Feb 19, 2026Adoption
GitHub repositories1,878Adoption
Funding rounds naming it6, $3.2B in allAdoption

Companies

Releases

1 release since Feb 19, 2026
Name
Diffusers 0.39.0: New image and video pipelines, core library improvements, and moreHugging Face · Jul 3, 2026 4 months ago

Papers

Name
Qwen-RobotManip Technical Report: Alignment Unlocks Scale for Robotic Manipulation Foundation ModelsAlibaba (Qwen) · Jun 17, 2026 4 months ago
Cosmos 3: Omnimodal World Models for Physical AINVIDIA · Jun 1, 2026 5 months ago
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot EmbodimentsAlibaba (Qwen) · May 28, 2026 5 months ago
PhyCritic: Multimodal Critic Models for Physical AINVIDIA · Feb 11, 2026 9 months ago
Recurrent-Depth VLA: Implicit Test-Time Compute Scaling of Vision-Language-Action Models via Latent Iterative ReasoningAi2 · Feb 8, 2026 9 months ago
Fast-ThinkAct: Efficient Vision-Language-Action Reasoning via Verbalizable Latent PlanningNVIDIA · Jan 14, 2026 10 months ago
ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent PlanningNVIDIA · Jul 22, 2025 1 year ago

GitHub projects

1,878 repositories
NameStars
Genesis-Embodied-AI/genesis-worldSimulation platform for general-purpose robotics & embodied AI learning. · Oct 31, 2023 3 years ago30,147
TianxingChen/Embodied-AI-Guide[Lumina具身智能社区] 具身智能技术指南 Embodied-AI-Guide · May 17, 2024 2 years ago16,785
facebookresearch/habitat-simA flexible, high-performance 3D simulator for Embodied AI research. · Feb 4, 2019 7 years ago3,852
jonyzhang2023/awesome-embodied-vla-va-vlnA curated list of state-of-the-art research in embodied AI, focusing on vision-language-action (VLA) models, vision-language navigation (VLN · Jan 16, 2025 1 year ago3,618
facebookresearch/habitat-labA modular high-level library to train embodied AI agents across a variety of tasks and environments. · Feb 4, 2019 7 years ago3,179
Octoday-Hub/Embodied-AI「Octoday Hub 星期八具身智能生态社区」聚合论文、项目、课程、工具、数据集、招聘等资源,连接全球开发者、研究者与产业伙伴。 · May 10, 2026 6 months ago2,982

Funding

6 rounds
NameAmount
WayveSeries D · Feb 25, 2026 8 months ago$1,200M
WayveSeries C · May 7, 2024 2 years ago$1,050M
XPENG RoboticsSeries A · Aug 24, 2026 2 months ago$900M
WayveSeries D · Apr 15, 2026 6 months ago$60M
UbitiumSeed · Oct 13, 2026 4 weeks ago$14M
Edge Sound ResearchStrategic · Oct 27, 2026 2 weeks ago$2M
MovementStage
Humanoid robotsGeneral-purpose robots shaped like people, now driven by learned models instead of hand-written control.Peak
World modelsModels that learn how an environment behaves and can simulate it, for games, video and training robots.Peak
Multimodal AIModels that read and write more than text: images, audio and video in the same model.Peak

History

ChangeNov 1, 2026Earliest evidence moved from December 2024 to January 2025
ChangeOct 2, 2026Earliest evidence moved from November 2024 to December 2024
ChangeSep 24, 2026Tracking started: emerged November 2024, rising, 4 other names recorded
DateWhat changed
Nov 1, 2026Earliest evidence moved from December 2024 to January 2025
Oct 2, 2026Earliest evidence moved from November 2024 to December 2024
Sep 24, 2026Tracking started: emerged November 2024, rising, 4 other names recorded

Sources: Curve: Hacker News story titles, Wikipedia pageviews and arXiv papers by month, refreshed Nov 1, 2026. Related entities from the other Glyph Ibis sources' public APIs, matched by name. How stages work.