The "event" that Geoff Hinton concludes "X" should, rationally, update your posterior probability of X, unless you put zero weight on that evidence.
RESEARCH
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Few-Shot Domain Adaptation with Polymorphic Transformers
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Few-Shot Domain Adaptation with Polymorphic Transformers Li et al.: https://
arxiv.org/abs/2107.04805 #Transformers #GPT #ChatGPT -
Flawed Logic in Scientific Opinion Formation and Consensus
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I'd like to respectfully point out that the logic in this argument is based on a flawed model for how scientists think. Scientists don't just take a weighted average of others' opinions to form their own. A good scientist takes as input lots of data, including others' opinions,
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Reinforcement Learning Applied to Encrypted Data Security
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Reinforcement Learning on Encrypted Data Jesu et al.: https://
arxiv.org/abs/2109.08236 #ReinforcementLearning #CyberSecurity #QLearning -
Deep Transformer Q-Networks for Partially Observable Reinforcement Learning
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Deep Transformer Q-Networks for Partially Observable Reinforcement Learning Kevin Esslinger, Robert Platt, Christopher Amato : https://
arxiv.org/abs/2206.01078 #Transformers #QNetworks #ReinforcementLearning -
GPT as Turing Machine: Programming Capabilities Explained
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GPT is becoming a Turing machine: Here are some ways to program it Ana Jojic, Zhen Wang, Nebojsa Jojic: https://
arxiv.org/abs/2303.14310 #GPT #ChatGPT #TuringMachine -
LeCun’s AI Risk Assessment Contradicts Expert Consensus
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Yann LeCun thinks the risk of AI taking over is miniscule. This means he puts a big weight on his own opinion and a miniscule weight on the opinions of many other equally qualified experts.
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Chess AI Evolution: From Alpha-Beta to Monte-Carlo Tree Search
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Chess players are all about planning.
It used to be Alpha-Beta tree search with a fixed, handcrafted evaluation function.
Nowadays, it's Monte-Carlo Tree Search with a policy network to pick good candidate branches and a Value network that learns to evaluate nodes.
But planning -
Math Updates Required for Next Generation AI
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Seems the math needs to be updated for nextgen https://
x.com/choldgraf/stat
us/1727819994640289935
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AI Acceleration Drives Progress in Scientific Research
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Accelerating the development of AI will help accelerate scientific progress across the board.