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>There is another emerging paradigm which is still small(er) scale but showing remarkable results. That's full multi-modal training with embodied agents (aka ro
by rafaelmn 2y ago
>There is another emerging paradigm which is still small(er) scale but showing remarkable results. That's full multi-modal training with embodied agents (aka robots). 1x, Figure, Physical Intelligence, Tesla are all making rapid progress on functionality which is definitely beyond frontier LLMs because it is distinctly different.
Tesla is selling this view for almost a decade now in self-driving - how their car fleet feeding training data is going to make them leaders in the area. I don't find it convincing anymore
- torguyvg46787 2y agoThe approaches are very limited, and it's essentially artificial artificial AI (and need a lot of human teleop demos). At CoRL last week, the progress has noticeably plateaued. Roboticists notably were pessimistic that scaling laws will apply to robotics because of the embodiment issues.
- Dunedan 2y agoWhile one could argue whether Tesla or another company is the leader in this space, don't all promising self-driving approaches rely on this paradigm?