📊 Information Theory

Shannon Entropy, Channel Capacity, Mutual Information, Kolmogorov Complexity, Data Compression

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Scoured 2672 posts in 52.6 ms
Continual learning and the post monolith AI era
baseten.co·16h·
Discuss: Hacker News
📊Streaming ML
Text classification with Python 3.14's zstd module • Max Halford
maxhalford.github.io·1d·
Discuss: Lobsters, Hacker News
📊Streaming ML
Economics Puzzle Leads to a New Understanding of a Fundamental Law of Physics
caltech.edu·13h·
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🎲Branden Fitelsin
Hypernetworks: Neural Networks for Hierarchical Data
blog.sturdystatistics.com·1d·
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🧠Machine learning
Can AI Rely on the Systematicity of Truth? The Challenge of Modelling Normative Domains
link.springer.com·19h·
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🎲Branden Fitelsin
The lack of information-density is crazy
webb.is-a.dev·1d·
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⚙Complex ststems
So whats the next word, then? Almost-no-math intro to transformer models
matthias-kainer.de·1d·
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🧠Machine learning
Adaptive Hashing: Faster Hash Functions with Fewer Collisions
arxiv.org·1d·
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🧩Complexity Theory
1M token context: The good, the bad and the ugly (2025)
micron.com·1d·
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📊Streaming ML
First Proof | Research-Level Math for AI Evaluation
1stproof.org·1d·
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🧩Complexity Theory
What’s the entropy of a random integer?
quomodocumque.wordpress.com·3d·
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🎲Branden Fitelsin
SyntagmaNull/synthetic-phenomenology: A foundational framework for AI consciousness, structural psychodynamics, and transparency-based ethics. Co-authored by Human and AI.
github.com·16h·
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⚙Complex ststems
Loss Distribution Collapse: A Structural Theory of Dataset Degradation
zenodo.org·1d·
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🧠Machine learning
Bytes as Braille
engrenage.ch·23h·
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🤖Automata Theory
From roots to reach: Network resilience in natural disasters
blog.apnic.net·1d·
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🌐Distributed Systems
The Jurassic Debate: AI
arturonereu.com·18h·
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⚙Complex ststems
Understanding LLM Inference Engines: Inside Nano-vLLM (Part 2)
neutree.ai·1d·
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📊Streaming ML
What Spectroscopy Was to the 1800s, Embeddings Are to Science Now
mnky9800n.substack.com·2d·
Discuss: Substack
🧠Machine learning
Agentic Proof-Oriented Programming
risemsr.github.io·1d·
Discuss: Lobsters, Hacker News
🤖Automata Theory
Building Highly Efficient Inference System for Recommenders Using PyTorch
pytorch.org·1d·
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📊Streaming ML

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