I've been so caught up in sharing all the crazy AI news lately that I haven't made a tutorial in a while. I want to create some killer AI tutorials. Any suggestions on AI processes that you'd love to see broken down step-by-step?
RESEARCH
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Turing Completeness and Computational Theory: Computer Science Foundations
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Yes, it's called the theory of computation, Turing completeness, and complexity theory.
In other words, the very foundation of computer science. -
Current AR-LLM Systems Lack Turing Completeness
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Another way to say that current AR-LLM are not Turing complete.
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Goal-Oriented AI Systems: Planning and Goal Discovery
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Not enough talk out there about goal-oriented AI systems. But I think going from auto-regressive token prediction to planning is a big part of it. As is goal exploration, discovery, extraction, and exploitation (ex: inverse reinforcement learning).
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Fast AI Medical Breakthroughs vs Safety Concerns Ethics
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I’m not arguing against those, at this point. But, what do you say to someone who has cancer or schizophrenia (etc.) and will die in a few months, if no new good cure is found? Last hope is fast new discoveries here. Why would you delay that, for arguments based on lies to
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Turing Test Versions and Ray Kurzweil’s 2029 Bet Prediction
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Yes, there are many different versions of the Turing Test. I did see that bet and based on what I know today, I’d have to take Ray Kurweil side of it. That is also the majority view of folks on Metaculus: https://
metaculus.com/questions/3648
/longbets-turing-test-2029/
… That said, I’m not a fan of the Turing Test as -
Utilitarian AI Ethics: Addressing Historical Harms and Future Risks
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Your notes justly point out the amazing things done by the first, without grappling with the major problems of the 2nd, or with the historical horrors of unfettered utilitarianism in general.
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ELIZA Still Relevant After 50+ Years of AI Progress
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ELIZA still in the race after over half a century. That’s just embarrassing.
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Artificial General Intelligence Is Nigh: Rejoice, Be Very Afraid
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h/t @RnA_EA
, https://
ea.rna.nl/2023/11/26/art
ificial-general-intelligence-is-nigh-rejoice-be-very-afraid/
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LLM Hallucinations Versus Fallible Memory: Key Distinction
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Fallible memory ≠ hallucination. When an LLM says Elon Musk died in a car accident, it is generating something that never happened & failing to validate against immense evidence that he is still alive. Totally different phenomenon from you forgetting where you left your keys.