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Embodied Intelligence: A Necessary Next Step?

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Manage episode 502347242 series 3620285
Content provided by David Such. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by David Such or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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In this episode, we investigate Embodied Intelligence—the argument that true artificial intelligence can’t exist in isolation from the physical world. Unlike today’s Large Language Models, which lack grounded understanding and causal reasoning, embodied AI seeks to merge perception, action, and reasoning through direct interaction with the environment.

We explore the technical blueprint shaping this field: advances in computer vision, sensorimotor control, reinforcement learning, and high-fidelity simulators are laying the groundwork for embodied agents. But significant hurdles remain, including the persistent sim-to-real gap and the immense data requirements for training. A fascinating frontier is emerging as researchers combine the planning power of LLMs with embodied systems, opening new paradigms in robotics.

Finally, we look at the broader ecosystem—from leading universities to pioneering companies—pushing this field forward. Alongside the potential societal and economic benefits, we examine the ethical responsibilities and governance structures needed to ensure embodied AI becomes a safe and valuable part of our daily lives.

Support the show

If you are interested in learning more then please subscribe to the podcast or head over to https://medium.com/@reefwing, where there is lots more content on AI, IoT, robotics, drones, and development. To support us in bringing you this material, you can buy me a coffee or just provide feedback. We love feedback!

  continue reading

42 episodes

Artwork
iconShare
 
Manage episode 502347242 series 3620285
Content provided by David Such. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by David Such or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Send us a text

In this episode, we investigate Embodied Intelligence—the argument that true artificial intelligence can’t exist in isolation from the physical world. Unlike today’s Large Language Models, which lack grounded understanding and causal reasoning, embodied AI seeks to merge perception, action, and reasoning through direct interaction with the environment.

We explore the technical blueprint shaping this field: advances in computer vision, sensorimotor control, reinforcement learning, and high-fidelity simulators are laying the groundwork for embodied agents. But significant hurdles remain, including the persistent sim-to-real gap and the immense data requirements for training. A fascinating frontier is emerging as researchers combine the planning power of LLMs with embodied systems, opening new paradigms in robotics.

Finally, we look at the broader ecosystem—from leading universities to pioneering companies—pushing this field forward. Alongside the potential societal and economic benefits, we examine the ethical responsibilities and governance structures needed to ensure embodied AI becomes a safe and valuable part of our daily lives.

Support the show

If you are interested in learning more then please subscribe to the podcast or head over to https://medium.com/@reefwing, where there is lots more content on AI, IoT, robotics, drones, and development. To support us in bringing you this material, you can buy me a coffee or just provide feedback. We love feedback!

  continue reading

42 episodes

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