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Should we all embrace systolic array?
by Chen Yichun from Unsplash.comShould We All Embrace Systolic Arrays?On Scalability of the Matrix Multiply Unit in Google’s TPUIn the highly-anticipated paper, In-Datacenter Performance Analysis of a...
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Let’s Untangle the Mesh — Accelerate Deep Learning with Collective Streaming
Moving data across a mesh is like a high-speed train stopping at every station. On the other hand, Collective Streaming can potentially unleash the collective horsepower of a sea of computing...
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All Tensors Secretly Wish to be Themselves
Welcome to the world of tensors in AI. It is now time to get used to the curse of dimensionalityContinue reading on Towards Data Science »
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Logic, Intuition and Paradox
Plato and Aristotle in The School of Athens, fresco, 1509–1511 (Stanza della Segnatura, Papal Palace, Vatican)Essays on LogicAI since Aristotle (Part 1)Every once in a while, we will see some breaking...
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The Limit of Logic and The Rise of The Computer
Photo by Ramón Salinero on UnsplashEssays on LogicAI since Aristotle (Part 2)Why hasn’t intuition received as much attention as logic for the twenty five centuries since Aristotle? Intuition is...
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Intuition, Complexity and The Last Paradox
Photo by Greg Rakozy on UnsplashEssays on LogicAI since Artistotle (Part 3)What happened when there was neither direct evidence nor any eye witness in an ancient Greek court? A juror could not rely on...
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Neo-Darwinistic Concepts of Chance and Time Through the Lens of AI
Photo by Francisco Jesús Navarro Hernández on UnsplashIf evolution is a computing problem, how has nature solved it? Furthermore, how is it related to AI, the culmination of computing? According to...
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Lost in Chance
Sirenum Fossae, Mars. Photo by NASA on UnsplashHow Obsession with Improbability Closes Scientific MindsBefore autonomous vehicles become an indispensable part of our lives or Mars one of our frontiers,...
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Will The GPU Star in A New Golden Age of Computer Architecture?
Photo by Michaela on UnsplashThe architecture of choice to facilitate further software advances in AIJohn Hennessy and David Patterson gave their Turing lecture A New Golden Age for Computer...
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Differentiable Hardware
Photo by Paul Van Cotthem on UnsplashNotes from IndustryHow AI Might Help Revive the Virtuous Cycle of Moore’s LawIn the wake of the global chip shortage, TSMC has reportedly raised chip prices and...
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From Terminators to Virtuous Machines and Defiant Thinkers: Navigating the...
Plato and Aristotle in The School of Athens, fresco, 1509–1511 (Stanza della Segnatura, Papal Palace, Vatican)AI since Aristotle: Part 4AbstractIn this article, we explore the potential for AGI systems...
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Beyond the Turing Test: Two Scenarios for the Future of AGI
Navigating the AGI FrontierGenerated using Stable Diffusion with the prompt “Depict a scene where a human and an AGI entity work together, symbolizing a future where artificial general intelligence...
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Unlock AI’s Potential with Dialectics
A Case Study with ChatGPTPhoto by Erica Li on UnsplashIntroductionElon Musk has voiced concerns regarding ChatGPT’s potential for exhibiting political correctness, which may lead to distorted truths....
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What Should Elon Musk’s Truth-Seeking, Philanthropist AI Believe?
Humanism through Logical ReasoningPhoto by Sangharsh Lohakare on UnsplashIntroduction: AI as A Scientist PhilanthropistIn a recent interview with Fox News’s Tucker Carlson, Elon Musk announced his...
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Infinite Dilemma 3: No More Universes
The End of the Infinite MultiversePhoto by Izabel 🇺🇦 on UnsplashInfinity: Where Heaven and This World IntersectIn the history of human thought, the concept of infinity has played a prominent role in...
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Human Heroism in the Age of AI
The Forever Hero with A New SidekickThis first panel (of seven, counting from bottom to top) of the central window in the 217th bay of Cathédrale Notre-Dame de Paris depicts St. George slaying the...
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Unraveling the Bayesian vs. Frequentist Debate in the Era of AI
Exploring the Self-Referential Phenomenon of Large Language ModelsPhoto by Juliana Malta on UnsplashIntroductionThe Bayesian vs. frequentist debate in probabilistic reasoning has long been discussed...
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Infinite Dilemma 1: Not Enough Time
Photo by Francisco Jesús Navarro Hernández on UnsplashInfinite Dilemma 1Neo-Darwinistic Concept of Time Through the Lens of Computational ComplexityIf evolution is a computing problem, how has nature...
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Beyond the Bayesian vs. Frequentist Debate in the Advent of Large Language...
CP Lu, PhDPhoto by Juliana Malta on UnsplashIntroductionThere has long been a debate among statisticians about two different ways of thinking about probabilities: the Bayesian way and the frequentist...
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From Self-Referential Paradoxes to Intelligence
Our Self-Exploratory Journey to Externalize Some of the Best in UsPhoto by marco balasso on UnsplashIntroductionAs Large Language Models (LLMs) like GPT-4 ascend to prominence, it’s fascinating to...
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