Precise symbolic reasoning is different from what brains and modern AIs do, but powerful in its own right. Even if it isn’t the path to AGI, it may wind up being a power tool for all connection isn’t beings.
MACHINE LEARNING
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GPT-3 Enables Declarative Prolog-like Semantics for Programming Languages
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The most magical thing to me about programming languages in GPT-3 is that, if you set it up right, almost *any* language can be used with declarative, Prolog-like semantics:
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AI4Science Workshop: AI for Scientific Simulations and Applications
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AI4Science workshop focuses on AI for Accelerating and Enhancing Scientific Simulations. It includes both the foundations, such as neural operators and Gaussian processes, as well as diverse applications in mechanics, fluid dynamics, seismology, biology, etc.
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Stanford NLP Textbook January 2023 Release
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Here's the Jan '23 release of draft chapters for Speech and Language Processing. This is just a bug-fixing and chapter-refactoring release, to modernize the structure for teaching/learning. Best wishes from Jim and me for a healthy and happy New Year! https://
web.stanford.edu/~jurafsky/slp3/ -
AI Generates Novel Human Proteins Through Machine Learning
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#AI Turns Its Artistry to Creating New Human Proteins #RuleoftheRobots https://
nytimes.com/2023/01/09/sci
ence/artificial-intelligence-proteins.html
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Meta’s Variance Reduction System for Equitable Ad Distribution
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Today, we’re sharing more about the Variance Reduction System — a new offline RL framework developed by Meta to help ensure a more equitable distribution of ads on our services. More on how it works, the challenges yet to be solved & why AI fairness is such an important field
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Databricks Certifications Elevate Your Data Analytics Career
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Elevate your career in the new year with Databricks certifications! We offer a variety of role-based learning pathways across key data, analytics, and AI roles so that you can expand and showcase your skillset! Sign up for one (or multiple!) today https://
dbricks.co/3QmtRSe -
AlphaFold2: The ImageNet Moment in Protein Folding
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#AlphaFold2 indeed was the ImageNet moment in protein folding. What field will be next? Gotta neural nets!
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AlphaFold2 Dominates CASP15 Protein Folding Competition
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Protein folding competition #CASP15 has followed the same pattern observed in computer vision back in 2012, revolutionized by Deep Learning. Following dominance of #AlphaFold2 in #CASP14, all top methods this year build on top of AF2.
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Feature Platforms Maturation: MLOps Stack Evolution
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The last few years saw the maturation of a core component of the MLOps stack: feature platforms. This post discusses the evolution of feature platforms & the design decisions / functionality to speed up feature engineering. Feedback always appreciated! https://
huyenchip.com/2023/01/08/sel
f-serve-feature-platforms.html
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