--- format: "aidr-story-markdown/v1" id: "cef292453ad24ed05cb8bde68a8de6788fe954212883257abd6b9e9c829fe048" canonical_url: "https://aidr.today/cef29245?lang=en" title: "Flash ALOHA Achieves Near Human Speed Robot Manipulation From 50 Demonstrations" lang: "en" requested_lang: "en" available_langs: ["en","vi"] translation_fallback: null fallback_fields: [] published_at: "2026-11-12T16:24:12.000Z" category: "Open Source" topics: ["open-source"] source_urls: ["https://marketbrief.now/ai/flash-aloha-achieves-near-human-speed-robot-manipulation-from-50-demonst-2a548395","https://huggingnews.com/ai/flash-aloha-achieves-near-human-speed-robot-manipulation-from-50-demonst-2a548395"] summary: "Researchers including Chelsea Finn and Zipeng Fu have developed Flash ALOHA, a robot-learning framework that can perform autonomous manipulation tasks at nearly human speed after observing just 50 demonstrations. The system uses direct human guidance to collect training data and has been open sourced along with its research paper, hardware specifications, and code." --- # Flash ALOHA Achieves Near Human Speed Robot Manipulation From 50 Demonstrations > [Open the canonical story]() **Published:** 2026-11-12T16:24:12.000Z **Category:** Open Source **Topics:** open\-source ## Summary Researchers including Chelsea Finn and Zipeng Fu have developed Flash ALOHA, a robot\-learning framework that can perform autonomous manipulation tasks at nearly human speed after observing just 50 demonstrations\. The system uses direct human guidance to collect training data and has been open sourced along with its research paper, hardware specifications, and code\. ## Sources - [Story source]() - [Story source]()