--- format: "aidr-story-markdown/v1" id: "18f35864ca359387a070ae4ca2ef662963d2ab1d7e4e30d91177117952a6a471" canonical_url: "https://aidr.today/18f35864?lang=en" title: "Dyna Robotics Debuts Taku Robot With First 1 Hour Uncut Autonomous Workflow" lang: "en" requested_lang: "en" available_langs: ["en","vi"] translation_fallback: null fallback_fields: [] published_at: "2026-09-29T21:54:14.000Z" category: "Agents" topics: ["agent"] source_urls: ["https://marketbrief.now/ai/dyna-robotics-debuts-taku-robot-with-first-1-hour-uncut-autonomous-workf-ee90f7c6","https://huggingnews.com/ai/dyna-robotics-debuts-taku-robot-with-first-1-hour-uncut-autonomous-workf-ee90f7c6"] summary: "A semi-humanoid agent performed a series of laundry tasks without human intervention in a demonstration recently published by Dyna Robotics. The robot, known as Taku and running the Dyna-2.1 model stack, spent an uncut hour loading machines, starting wash cycles, and shelving towels in a hotel setting. Dyna Robotics claims the system is the first physical agent to achieve reliable super long-horizon whole-body autonomy, utilizing a parallel vision-language model to monitor surroundings so that physical movements do not pause during cognitive processing. The system was pre-trained on 1M hours of ego data to handle complex real-world workflows. In testing, the agent demonstrated the ability to recover from disruptions, such as reverting a washing machine to the correct cycle after a person manually changed settings and pushed the robot's hand away. The company describes the release as a combination of new semi-humanoid hardware and an agentic framework designed for ultra-long real-world workflows." --- # Dyna Robotics Debuts Taku Robot With First 1 Hour Uncut Autonomous Workflow > [Open the canonical story]() **Published:** 2026-09-29T21:54:14.000Z **Category:** Agents **Topics:** agent ## Summary A semi\-humanoid agent performed a series of laundry tasks without human intervention in a demonstration recently published by Dyna Robotics\. The robot, known as Taku and running the Dyna\-2\.1 model stack, spent an uncut hour loading machines, starting wash cycles, and shelving towels in a hotel setting\. Dyna Robotics claims the system is the first physical agent to achieve reliable super long\-horizon whole\-body autonomy, utilizing a parallel vision\-language model to monitor surroundings so that physical movements do not pause during cognitive processing\. The system was pre\-trained on 1M hours of ego data to handle complex real\-world workflows\. In testing, the agent demonstrated the ability to recover from disruptions, such as reverting a washing machine to the correct cycle after a person manually changed settings and pushed the robot's hand away\. The company describes the release as a combination of new semi\-humanoid hardware and an agentic framework designed for ultra\-long real\-world workflows\. ## Sources - [Story source]() - [Story source]()