Good post. A lot of interest atm in wiring up LLMs to a wider compute infrastructure via text I/O (e.g. calculator, python interpreter, google search, scratchpads, databases, …). The LLM becomes the "cognitive engine" orchestrating resources, its thought stack trace in raw text
AGENTS
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Ethereum Foundation: No Discrimination Between Robots and Humans
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“…there is no discrimination against robots or humans in the Ethereum ecosystem…” – Ethereum Foundation #AGI #AIAgents #MontrealAI
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Learning Actions from Data Rather Than Building Them In
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We don't need to build it in, because it's very easy to learn from data (cf. infants). And we arguably shouldn't, because what your actions are can change (e.g., moving your hands vs. driving your car).
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People are unpredictable compared to rockets
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Also, I didn't say rockets weren't hard! Just that people are vastly harder because they are inherently unpredictable and no set of inputs will ever produce the same outputs
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Decentralized AI Through Web3 Agents and AI Nodes
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Blockchain.AGI.Eth Web3 AI Agents X AI Nodes = Decentralized AI Preliminary Presentation: https://
montreal.ai/aiagents.pdf #AGI #AINodes #AIAgents #AIToken #MontrealAI -
AI tutors offering personalized online classes with real-time video
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Coming soon: online classes with one-on-one, real-time video interactions with AI tutors.
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Learning Algorithms and Inductive Biases in Action Variables
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Essentially every learning algorithm / inductive bias is applicable to this. E.g., think of learning a Bayes net where some of the variables are your actions. (How well it works is another question, and here causal theories are presumably very useful, but not exhaustive.)
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Incomplete Models: Action’s Role in Learning and Decision-Making
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Those models are incomplete, because they don't include your actions. Convergence aside, and tautologically, if you know everything there's nothing left to learn. You can then make optimal decisions without causal assumptions.
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Directed AI Creation: The Future of Intelligent Applications
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Yaas, such an inspiring application! And yet the potential for directed AI creation is just getting started — wonder what what blog would look like just a few months later ⏩ https://t.co/JTXLodWd0p
— Bilawal Sidhu (@bilawalsidhu) 13 novembre 2022Yaas, such an inspiring application! And yet the potential for directed AI creation is just getting started — wonder what what blog would look like just a few months later
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Simulating All Possibilities to Avoid Being Wrong
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This is why I simulate all possibilities, so I’m technically never wrong.