Square Site Map
We haven't seen the robotics chatGPT moment yet Humanoids in particular are starting to look fantastic, but they still don’t understand our world LLMs have decades of text to learn; physical AI begins with little data, then collides with the full complexity of the real world There is a huge gap to be closed Right now these machines are being taught the rules and shown specific tasks, eventually they get out into the world and 'learn on the job' A demonstration of these niches in crypto x robotics Some of these projects overlap categories and this is not a complete list but rather a selection of established examples for demonstration Training Teleoperation, reinforcement learning, and embodied AI pipelines that teach robots skills Projects: @BitRobotNetwork, @PrismaXai, @NRNAgents Why it matters: Robots need teachable skills before they can learn autonomously, and these pipelines give them their first foundations Real world data Collection Decentralized sensor & geospatial networks capturing real-world data Projects: @NATIXNetwork, @GEODNET Why it matters: Real-world intelligence depends on real-world data, and these networks supply the sensory fuel machines need Robot deployments Spatial computing and multi-robot orchestration in real-world environments Projects: @Auki Why it matters: Real-world deployments are one of the next steps to accelerating machine intelligence, but they’re economically and practically difficult, which makes Auki planning numerous retail rollouts next year a major move Machine Economy Infrastructures for machine identities, economic activities, coordination Projects: @peaq Why it matters: Identity and on-chain coordination give machines the autonomy to transact, collaborate, and operate without constant human oversight Operating Systems Software layer that coordinates and controls autonomous machines Projects: @openmind_agi, @codecopenflow Why it matters: By providing a shared intelligence layer, they give machines the structure to learn, collaborate, and operate at scale On the crypto side at least, many people look for robotics attention as very short term, short lived sector Attention will have waves, but overall, still a long way to go to reach max potentials And in the near term, you can see what the current pain points are and what to watch in the journey to achieve it For more expansive coverage and regular updates, keep an eye out for State of the Machines, my newsletter covering physical AI, robotics, and all overlapping sectors
Trade Crypto Anywhere Anytime
qrCode
Scan to download Gate App
Community
  • 简体中文
  • English
  • Tiếng Việt
  • 繁體中文
  • Español
  • Русский
  • Français (Afrique)
  • Português (Portugal)
  • Bahasa Indonesia
  • 日本語
  • بالعربية
  • Українська
  • Português (Brasil)