https://www.quantamagazine.org/same-or-different-ai-cant-tell-20210623/ Same or Different? The Question Flummoxes Neural Networks.John PavlusContributing WriterJune 23, 2021 “One of the most powerful classes of artificial intelligence systems, known as convolutional neural networks or CNNs…
What I Read: Five types of thinking
https://towardsdatascience.com/five-types-of-thinking-for-a-high-performing-data-scientist-8ab70d70c23b?gi=772956cb941c Thinking about thinking (Part 1)Five types of thinking for a high performing data scientistFrom mental models to computational thinkingAnand S RaoApr 25 “As data scientists, we have to understand
What I Read: Why machine learning struggles with causality
https://bdtechtalks.com/2021/03/15/machine-learning-causality/ Why machine learning struggles with causalityBen DicksonMarch 15, 2021 “Why do machine learning models fail at generalizing beyond their narrow domains and training data?”
What I Read: Revisiting Sutton’s Bitter Lesson for AI
https://blog.exxactcorp.com/compute-goes-brrr-revisiting-suttons-bitter-lesson-artificial-intelligence/ Deep LearningCompute Goes Brrr: Revisiting Sutton’s Bitter Lesson for Artificial IntelligenceMarketing, October 27, 2020 “The main driver of AI progress, according to Sutton, is the increasing availability of compute
What I Read: Neural Networks Help Explain Brains
https://www.quantamagazine.org/deep-neural-networks-help-to-explain-living-brains-20201028/ neuroscienceDeep Neural Networks Help to Explain Living Brains Deep neural networks, often criticized as “black boxes,” are helping neuroscientists understand the organization of living brains.“If their CNN mimicked a
What I Read: Symbolic Mathematics, Neural Networks
https://www.quantamagazine.org/symbolic-mathematics-finally-yields-to-neural-networks-20200520/ artificial intelligenceSymbolic Mathematics Finally Yields to Neural NetworksAfter translating some of math’s complicated equations, researchers have created an AI system that they hope will answer even bigger questions.by Stephen