From Shannon to Modern AI: A Complete Information Theory Guide for Machine Learning
machinelearningmastery.com·2d
📈Entropy Estimation
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Understanding LLMs as Pattern Machines, Not Thinking Partners
practicalsecurity.substack.com·19h·
Discuss: Substack
💻Programming languages
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Entropy-Guided Reasoning Compression
arxiv.org·4d
Information Bottleneck
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From Chaotic Vibes to Real Velocity With AI-First Engineering
thenewstack.io·12h
📏Code Metrics
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Transformers and Attention: How LLMs Actually Process Text
dev.to·1d·
Discuss: DEV
🎧Learned Audio
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Why is cognitive effort experienced as costly?
cell.com·16h·
Discuss: Hacker News
🔲Cellular Automata
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Google's Nested Learning aims to stop LLMs from catastrophic forgetting
the-decoder.com·10h
💻Local LLMs
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Olmo 3 is a fully open LLM
simonwillison.net·5h
🌀Brotli Internals
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Spotify Study Flags Key Limits in Measuring Information Flow in Code Reviews
hackernoon.com·3d
📏Code Metrics
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Management Pseudo-Science
laser-coder.net·13h·
Discuss: Hacker News
📏Code Metrics
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People test Nano Banana with PDF paper to whiteboard. I did the exact opposite
quickchat.ai·7h·
Discuss: Hacker News
📄Text Chunking
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A real definition of an LLM (not the market-friendly one)
reddit.com·2d·
Discuss: r/artificial
🧮Kolmogorov Complexity
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Human-aligned Quantification of Numerical Data
arxiv.org·2d
🎯Arithmetic Coding Theory
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Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off
towardsdatascience.com·16h
🧠Machine Learning
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I use AI to synthesize all my datasets now
thefulldatastack.substack.com·10h·
Discuss: Substack
🧠Query Planners
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AI in QA: how to use Generative AI in testing without creating technical debt
techradar.com·14h
Proof Automation
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AGI Doesn't Need More Parameters – It Needs an Epistemic Loop
researchgate.net·2d·
Discuss: Hacker News
🔲Cellular Automata
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Evolution Strategies at the Hyperscale
eshyperscale.github.io·1d·
Discuss: Hacker News
🔲Cellular Automata
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The Machine Learning Roadmap
github.com·7h·
Discuss: Hacker News
🎵Audio ML
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Why it takes months to tell if new AI models are good
seangoedecke.com·1d·
Discuss: Hacker News
📏Code Metrics
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