This truly was the AI event of the year. So much to reflect on! to @erikbryn @YejinChoinka Noam Chomsky, @bengoertzel @jeffclune David Ferrucci @AvilaGarcez
, @MichelleRempel @dileeplearning @sarahookr @AnjaKasp @KordingLab @kaifulee @frossi_t @SchmidhuberAI & @Montreal_AI
MACHINE LEARNING
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Major AI Event Brings Together Leading Researchers and Experts
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Annotated History of Modern AI and Deep Learning
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Annotated History of Modern AI and Deep Learning, a chapter from @SchmidhuberAI's upcoming book! Looks to explain the history of the origins of the fundamental ideas that shaped modern deep learning, from ancient Greece, 17th Century calculus, to now. https://people.idsia.ch/~juergen/deep-learning-history.html
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Jürgen Schmidhuber’s Fascination with Metalearning and Algorithm Innovation
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Now Jürgen Schmidhuber @SchmidhuberAI He is most fascinated by metalearning — systems that invent learning algorithms for new types of problems.
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AI Debate on Innateness and Physical Embodiment of Intelligence
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Fascinating discussion right now at the https://
agidebate.com where @YejinChoinka and @dileeplearning are discussing innateness and physical embodiment of AI. Dileep says he's changing his mind since a few weeks ago about how to learn spatial representations. #AI -
Alteryx Launches Major African Summit for Data Analytics Innovation
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A new era of #DataAnalytics software has emerged with the convergence of #analytics, #BusinessIntelligence, #DataScience and #MachineLearning. Alteryx is going to Africa with its biggest summit ever in the continent to help. More details to come. Save: http://
ow.ly/upB250M8PaV -
Stantec Launches AI Flood Predictor Engine with Databricks
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@Stantec set out to develop the first-ever rapid flood estimation product Learn about their Flood Predictor Engine, the challenges the data team encountered implementing production-grade geospatial feature engineering pipelines & how Databricks helps! https://
dbricks.co/3BlfBmi -
AI Accelerates Frozen Section Interpretation in Surgery
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During surgery, frozen sections of tissue are obtained for key decision making (e.g. resecting a tumor) but there are problems w/ speed & accuracy of interpretation. Using #AI, a potential rapid fix for this age old problem https://
nature.com/articles/s4155
1-022-00952-9
… @natBME @AI4Pathology @BWHPath -
PAL: Combining LLMs with Python Interpreter for Better Reasoning
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PAL (
https://
arxiv.org/pdf/2211.10435
.pdf
…) is a method from @urialon1 @luyu_gao @aman_madaan combining LLMs with a python interpreter to achieve better results on numeric and reasoning tasks Check out the LangChain implementation/documentation here: https://
langchain.readthedocs.io/en/latest/exam
ples/chains/pal.html
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On-Device ML Developments with Daniel Gross and Nat Friedman
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Cc @danielgross @natfriedman who were playing with on-device ML