claude is 3x better at instruction following for me
MACHINE LEARNING
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Bayesian Modeling and Computation in Python Book Available Now
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“Bayesian Modeling and Computation in #Python” available at http://
amzn.to/3K15NQo
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#Statistics #Mathematics #Probability #MachineLearning #DataScience #Inference #ComputationalScience #Simulation #coding #DataScientist -
Regularization During Training for AI Models
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couldn't you just regularize for this during training? i bet it'd work fine
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Semi-Supervised Learning Tasks for Computer Vision and NLP
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If you're looking for inspiration, I have quite a long list of semi supervised learning tasks for computer vision, many of which have natural analogues in NLP. Here you go —> https://
fast.ai/posts/2020-01-
13-self_supervised.html
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Google DeepMind Perch v2 Identifies Threatened Species from Audio
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And it continues at Google! Definitely… Google DeepMind has just launched Perch v2, an open-source AI model capable of analyzing nature sounds to identify threatened species from audio recordings. Here's how it's already been used: – Discovery of a new population of the rare
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Nous Research Introduces Hermes 4 Open Hybrid Reasoning Models
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Nous Research introduced Hermes 4, a family of open, hybrid reasoning models Designed to be neutral, the models achieve SOTA on RefusalBench, which tests for willingness to be helpful in scenarios usually disallowed by both closed and open models
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Engineering closes 100,000-year data gap in robotics
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New @SciRobotics editorial by BAIR Faculty @Ken_Goldberg
: Good old-fashioned engineering can close the 100,000-year “data gap” in robotics -
LLMs Beyond Matrix Multiplication: Understanding Model Capabilities
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Yes. yes LLMs are not just matrix multiplication but adding that there are non-linear functions as well doesn't really do anything to resolve the central mystery of why these models can do what they do. And here is the source of Wolfram's paragraph:
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Lindy Build: AI That Ships Working Software
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Most AI builders are broken: • Replit: crashes
• Cursor: half-baked snippets
• Bolt: needs debugging
• Copilot: just writes functions Lindy Build is different. It ships working software with a built-in QA Agent that tests + patches it for you. -
The Deep Mystery: How LLMs Simulate Human Thought
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We really have not made a lot of progress on explaining the deep mystery of LLMs: How does a model using matrix multiplication to predict the next word manage to simulate human thought well enough to do all the very human-like things it does? And what does that mean about us?