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Rodney Brooks

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  1. Lex Fridman2h 25m

    Rodney Brooks: Robotics | Lex Fridman Podcast #217

    Rodney Brooks, Lex Fridman

    MIT CSAIL alum and robotics pioneer Rodney Brooks reflects on four decades of leadership across iRobot, Rethink Robotics, and Robust.ai while critiquing the limitations of current AI metaphors and the Moravec Paradox. Brooks argues that successful autonomous driving requires radical infrastructure adaptation and cautions that deep learning lacks the grounding necessary for true understanding, as human intelligence relies heavily on physical interaction and shared context. Concluding with reflections on his unfinished book *Not Even Wrong*, he advises emerging researchers to embrace high-risk, non-incremental innovation to navigate the complex future of human-robot coexistence.

  2. Lex Fridman1h 28m

    Deep Learning State of the Art (2020)

    Pamela McCordick, Alan Turing, Frank Rosenblatt, Yann LeCun, Geoffrey Hinton, Yoshua Bengio, Walter Pitts, Warren McCulloch, Alexei Evaknenko, V.G. Lapa, John Hopfield, Juergen Schmidhuber, Rodney Brooks, Sebastian Reuter, Jacob, Noah Brown, Chris Ferguson, Darren Elias, Jeremy Howard, Ian Goodfellow, Aaron Corville, Andrew Trask, Francois Chollet, David Silver, Robbie Allen, Victor Flevin, Ilias Esquiver, Peter Singer, George Washington, Stalin

    This presentation traces the evolution of artificial intelligence from Alan Turing's foundational predictions to 2019's deep learning dominance by LeCun, Hinton, and Bengio, while analyzing recent paradigm shifts in reinforcement learning and autonomous vehicle strategies. The speaker highlights 2020's framework convergence between TensorFlow and PyTorch, details the limitations of current transformer-based models regarding common sense reasoning, and outlines critical research priorities in ethics and long-term safety. Ultimately, the discourse frames the greatest existential risk not as rogue AI, but as human utilization of these tools for control and warfare, urging a democratization of the technology to ensure ethical stewardship.