How AI Is Improving Data Management https://
sloanreview.mit.edu/article/how-ai
-is-improving-data-management/
… @mitsmr #AI #MachineLearning #DataScience #IoT #100DaysofCode #womenwhocode #serverless @enilev @FmFrancoise @CatherineAdenle @Shi4Tech @anijov @BIScorecard #BigData #Analytics #DeepLearning #DigitalTransformation
RESEARCH
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How AI Is Improving Data Management Systems
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AI as Cognitive Automation, Not Intelligence Leap
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"Much like dramatically improving clock technology does not lead to a time travel device. Intelligence and automation are simply two different categories." BLOG F.Chollet sobre IA y Automatización Cognitiva https://
fchollet.substack.com/p/ai-is-cognit
ive-automation-not-cognitive
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AI Superintelligence Through Scale and Collaboration Beyond Human Training
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How superintelligent is an average intelligent human for whom time flows 1000X slower and gets to colaborate with 1000 copies? I was in convo yesterday doubting that AI can ever go beyond human when it is trained on human. Even if that were true (imo isn't) there's more+faster.
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Mitigating Rare Pairings in Training Data Through Oversampling
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(can be mitigated by e.g. oversampling the rare pairings during training or eventully solved with a data engine)
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Neural Networks Exploiting Background Correlations in Price Predictions
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Fun! "It appears that, even though the model predicts the same make/model for all of the images, the background can influence the predicted price by almost $10k!" Haha, neural nets are happy and eager to take advantage of all the easy correlations you allow them to latch on to 🙂
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AI Model Performance Comparison for Code Generation
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For zero-shot prompts with instructions text-davinci-003 does better in my experience. The text models are actually trained on just as much code as code-davinci-002.
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Algorithmic Changes and Pod Detection Speculation
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Oh, some of those folks were. Based on what I know, I am very confident there was an algo change of some kind. Whether it got better at detecting pods in addition to whatever else it did, that's an interesting idea.
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What is Consciousness Blog Resource Sharing
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Para este año, complementario a los tweets divulgativos y chorras de siempre, voy a compartiros recursos y cosillas que voy leyendo por aquí y por allá. Sin mucho contexto, sólo el recurso para el que le pueda interesar. BLOG ¿Qué es la conciencia?
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Data Analyst Skills: Attention to Detail with Real Datasets
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2. Attention to detail: A data analyst needs to be able to work with large amounts of data and must be able to identify patterns, trends, and anomalies in the data. This requires close attention to detail. Look at real-world datasets from: Kaggle Dataquest