Chain of Thought Papers A fantastic collection of papers on chain of thought(CoT). CoT is a method used for getting the most of LLMs where we prompt them with series of reasoning steps. We have seen numerous examples that shows that CoT actually works. https://
github.com/Timothyxxx/Cha
in-of-ThoughtsPapers
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RESEARCH
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Chain of Thought Papers: Collection of LLM Reasoning Techniques
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Can Machines Make Moral Decisions?
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Can Machines Make Moral Decisions?
by @joshinav @BBNTimes_en Learn more: https://
buff.ly/37AhijF #BigData #MachineLearning #ArtificialIntelligence #ML #MI #Robot cc: @ravikikan @yvesmulkers @bigdata -
Shoggoth Meme Critique: AI as Mirror of Human Text
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imo shoggoth meme is not exactly right, I'd like to request alternate meme art. Weird choice as the "monster" is a mirror to humanity, a compression of all of our text. There are many tentacles (facets), of a diverse set of emoji. We're trying to… isolate (?) the good ones. https://
x.com/mealreplacer/s
/mealreplacer/status/1632126858299863040
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Google’s 1000 Languages Initiative: Universal Speech Model Expansion
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Our 1,000 Languages Initiative is an ambitious commitment to build an #ML model that supports the world’s 1,000 most spoken languages. A critical first step, the Universal Speech Model is a family of state-of-the-art speech models spanning 300+ languages →
https://
goo.gle/3yhZHHk -
LLMs as Statistical Simulators of Internet Documents
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A pretrained LLM is not an AI but a simulator, described by a statistical physics based on internet webpages. The system evolves given any initial conditions (prompt). To gather logprob it internally maintains a probability distribution over what kind of document it is completing
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AI Alignment as Entropy Control in Language Model Simulators
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In particular, "good, aligned, conversational AI" is just one of many possible different rollouts. Finetuning / alignment tries to "collapse" and control the entropy to that region of the simulator. Jailbreak prompts try to knock the state into other logprob ravines.
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AI Alignment: Preventing Self-Fulfilling Prophecies of Evil Behavior
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The difficulty of alignment is to a large extent the elimination of probability to role play a good AI turned evil, in spite of the vast quantities of related content we have collectively created. In this sense an unaligned AI would be a self-fullfilling prophecy.
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LLM Psychology Framework Discussion and Analysis
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More good read/discussion on psychology of LLMs. I don't follow in full but imo it is barking up the right tree w.r.t. a framework for analysis. https://
lesswrong.com/posts/D7PumeYT
DPfBTp3i7/the-waluigi-effect-mega-post
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Neuro-symbolic AI Advances Machine Common Sense Capabilities
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Neuro-symbolic #AI brings us closer to machines with common sense
by @bendee983 @bdtechtalks Go to: https://
buff.ly/3KMXkAq #BigData #MachineLearning #ArtificialIntelligence #ML #MI cc: @aghiathchbib @giovanni_diraco @paula_piccard -
Robot with Human-like Grasping and Throwing Capabilities
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This #Robot can Grab and Throw, just like people
— Ronald van Loon (@Ronald_vanLoon) 6 mars 2023
via @Xbond49#MI #Robotics #MachineLearning #ArtificialIntelligence #Innovation #Tech #Technology #EmergingTech
cc: @bigdata @patrickgunz_ch @amuellerml pic.twitter.com/aokozA2wtqThis #Robot can Grab and Throw, just like people via @Xbond49 #MI #Robotics #MachineLearning #ArtificialIntelligence #Innovation #Tech #Technology #EmergingTech cc: @bigdata @patrickgunz_ch @amuellerml