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Richard Haier: IQ Tests, Human Intelligence, and Group Differences | Lex Fridman Podcast #302
0:43 - Measuring human intelligence 15:11 - IQ tests 37:59 - College entrance exams 46:36 - Genetics 52:35 - Enhancing intelligence 1:00:04 - The Bell Curve 1:12:35 - Race differences 1:31:48 - Bell curve criticisms 1:40:57 - Intelligence and life success 1:50:34 - Flynn effect 1:55:26 - Nature vs nuture 2:22:19 - Testing artificial intelligence 2:34:23 - Advice 2:38:30 - Mortality
Tree of Thoughts: Deliberate Problem Solving with Large Language Models (Full Paper Review)
Tree-of-Thought improves prompting of large language models (LLMs) by generalizing the concept of Chain-of-Thought prompting and introduces a tree search across language model thoughts, including state evaluation and backtracking. Experiments on toy tasks show large improvements over both classic and Chain-of-Thought prompting. OUTLINE: 0:00 - Introduction 1:20 - From Chain-of-Thought to Tree-of-Thought 11:10 - Formalizing the algorithm 16:00 - Game of 24 & Creative writing 18:30 - Crosswords 23:30 - Is this a general problem solver? 26:50 - Ablation studies 28:55 - Conclusion Paper: https://arxiv.org/abs/2305.10601 Abstract: Language models are increasingly being deployed for general problem solving across a wide...
Tree of Thoughts - GPT-4 Reasoning is Improved 900%
A new A.I. paper is released: “Tree of Thoughts: Deliberate Problem Solving with Large Language Models” It’s by researchers at Princeton University and Google DeepMind. It's shows how increase the ability for GPT-4 to autonomously solve complex problems... but it comes with a warning. Paper: https://arxiv.org/abs/2305.10601 PDF: https://arxiv.org/pdf/2305.10601.pdf
Intel unveils Aurora GenAI 'Generative AI Model' for science with up to 1 trillion parameters
The 2 Exaflops Aurora supercomputer is a beast of a machine and the system will be used to power the Aurora genAI AI model. Announced at today's ISC23 keynote, the Aurora genAI model is going to be trained on General text, Scientific texts, Scientific data, and codes related to the domain. This is going to be a purely science-focused generative AI model with potential applications being Systems Biology Cancer Research Climate Science Cosmology Polymer Chemistry and Materials Science The foundations of the Intel Aurora genAI model are Megatron and DeepSpeed. Most importantly, the target size for the new model is...
Embodied AI ...Robots (ChatGPT, Meta AI, Burnham, Phoenix, Tesla, 1X EVE, 1X NEO) - LifeArchitect.ai
Dr Alan D. Thompson is a world expert in artificial intelligence (AI), specialising in the augmentation of human intelligence, and advancing the evolution of ‘integrated AI’. Alan’s applied AI research and visualisations are featured across major international media, including citations in the University of Oxford’s debate on AI Ethics in December 2021.
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