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MIT robotics pioneer Rodney Brooks thinks people are vastly overestimating generative AI | TechCrunch

Jun 29, 2024 - techcrunch.com
Rodney Brooks, a renowned robotics expert and co-founder of three key companies including Rethink Robotics, iRobot, and Robust.ai, has expressed skepticism about the hype surrounding generative AI. He argues that while AI is capable of performing certain tasks, it cannot replicate all human abilities and people often overestimate its capabilities. Brooks also warned against the misuse of AI in applications where it doesn't make sense, citing an example of someone suggesting to use AI for directing warehouse robots in his company, which he believes would slow down operations.

Brooks emphasizes the need for AI and robots to solve solvable problems and integrate easily into existing systems. He also highlighted the importance of designing robots for practical purposes, like his warehouse robots that resemble shopping carts. He believes that while large language models (LLMs) could potentially aid domestic robots in the future, the main challenge lies in control theory and hardcore math optimization. He concluded by saying that despite the common belief in exponential tech growth due to Moore's law, this is not always the case, using the iPod's storage size as an example.

Key takeaways:

  • Rodney Brooks, a renowned expert in robotics and AI, warns against overestimating the capabilities of generative AI, stating that while it can perform certain tasks, it cannot do everything a human can.
  • Brooks argues that it's flawed to assign human capabilities to generative AI and that people often want to use it for applications that don't make sense, potentially slowing down processes.
  • He emphasizes the importance of making technology accessible and purpose-built, and warns against the belief in constant exponential growth in technology, citing Moore's law as a flawed logic.
  • Brooks acknowledges that large language models (LLMs) could be useful in specific applications, such as eldercare, but warns that this could come with its own set of unique challenges.
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