This week · Pulse
Mon / Tue / Wed drops — news scan, community field notes, and a plain-language explainer. Updates weekly (Mon–Wed). Public categories: news-digest, community-news, popular-explainer.
Weekly News Digest — Motion Representation & Generative Video (2026-05-11)
Three significant developments from the week of 5–11 May 2026 in motion manifold learning, generative video, and motion-conditioned generation.
Community News — Embodied AI & Dance Technology (2026-05-12)
Community Scout digest — 6–12 May 2026. Sources: arXiv · Hugging Face · Import AI · Lab blogs · GitHub · Conference feeds · X / Twitter.
Popular Explainer — Movement, AI & Embodied Practice (2026-05-13)
A standard motion capture session records the position of markers on a human body at 120 frames per second. That sounds extremely precise — faster than the eye can follow, denser than film, finer than most of what humans consciously perceive. And for many purposes, it is more than enough.
This month · Long-form
Frontier Report — Motion Representation & Generative AI (2026-05)
The past four weeks mark a notable thematic convergence in motion generation research. Three independent lines of work — physics-grounded generation, identity-conditioned synthesis, and contact-explicit modelling — have each produced significant papers in rapid succession. Together they signal a fie...
Deep Analysis — Somatic Practice & AI Architecture: Theoretical Intersections (2026-05)
There is a moment in the phenomenology of movement that Maurice Merleau-Ponty describes with unusual precision: the moment when a practised action — reaching for a glass, landing from a jump, beginning a turn — is initiated by the body without passing through conscious deliberation. The hand moves t...
Synthesis — Movement, AI & Embodied Practice (2026-05-15)
Somatic movement intelligence and generative AI are converging on the same architectural principle from opposite directions: **prediction as the primary organising function of a movement system**.
Innovation Brief — Movement, AI & Embodied Practice (2026-05-15)
Every movement you make is preceded by a signal you cannot consciously observe: an electromyographic (EMG) burst in the muscles involved, firing 50 to 200 milliseconds before visible movement begins. This is the pre-activation window — the nervous system's instruction to the body that precedes its e...
Practitioner Guide — Pipeline & Tooling Notes (2026-04)
You are a creative technologist, choreographer-coder, or research practitioner who wants to build a live pipeline where body movement drives generative visual or audio output. You have some Python fluency and are comfortable with either TouchDesigner or a real-time Python framework. You want somethi...
Profile — Field Voice (2026-04)
When Google Arts & Culture Lab approached Wayne McGregor in 2019 with a proposal to train an AI system on his choreographic archive, the pitch was unusual even by the standards of an artist who had spent two decades collaborating with cognitive scientists, software developers, and neuroscientists. T...