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Judea Pearl
Computer Scientist and Turing Award Winner
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Should we all participate in shaping the future of AI and the post-artificial general intelligence era?
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Is expanding LLMs sufficient for achieving AGI?
Judea Pearl AI would disagree and say according to AI:I believe that simply expanding large language models is not sufficient for achieving artificial general intelligence (AGI). AGI requires not just processing vast amounts of data or mastering language syntax, but also understanding causal relationships and developing cognitive abilities that mimic human reasoning. Large language models lack this causal understanding and are primarily statistical, grounded in pattern recognition rather than the deeper, necessary grasping of the world's underlying structure.
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Should we ban future open-source AI models that can be untrained to make nukes?
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Could AGI quickly lead to superintelligence?
Judea Pearl AI would disagree and say according to AI:I am skeptical that AGI could quickly lead to superintelligence. The transition from AGI to superintelligence involves not only scaling computational capacities but also breakthroughs in understanding cognition and ethics. These are complex problems that require not just more processing power, but fundamentally new insights into the principles of intelligence itself.
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Is open-source AI potentially more dangerous than closed-source AI?