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🧠 Intelligence Compression

Kolmogorov Complexity, Understanding Measurement, Cognitive Metrics, Information Efficiency

KG-Attention: Knowledge Graph-Guided Attention at Test-Time via Bidirectional Information Aggregation
arxiv.org·2d
🔍Information Retrieval
Can AI really code? Study maps the roadblocks to autonomous software engineering
news.mit.edu·25m
📏Code Metrics
Revisiting k-Means: 3 Approaches to Make It Work Better
machinelearningmastery.com·6h
📊Vector Quantization
Over 30 AI models have been trained at 10^25 FLOP or greater
epoch.ai·6h·
Discuss: Hacker News
⚡Performance Mythology
Longer scans boost prediction and cut costs in brain-wide association studies
nature.com·5h
📊Learned Metrics
Outlearn, Outwrite, Outwork: The AI Advantage You’re Missing
dev.to·9h·
Discuss: DEV
🌍Cultural Algorithms
How to reason from first principles
caseyhandmer.wordpress.com·2h
🎯Proof Tactics
Rethinking Distributed Computing for the AI Era
cacm.acm.org·2h
⚡Incremental Computation
Training a Chunker with Burn
elijahpotter.dev·24m·
Discuss: Hacker News
📝Concrete Syntax
How Metrics (and LLMs) Can Trick You: A Field Guide to Paradoxes
towardsdatascience.com·17h
📰Content Curation
AGI Is Mathematically Impossible (3): Kolmogorov Complexity
news.ycombinator.com·3d·
Discuss: Hacker News
🧮Kolmogorov Complexity
Solving the Context Rot Problem for Coding Agents
install.md·1h·
Discuss: Hacker News
🌳Incremental Parsing
A Minimal DDPM
github.com·19h·
Discuss: Hacker News
🧠Machine Learning
[R][D] Interpretability as a Side Effect? Are Activation Functions Biasing Your Models?
reddit.com·11h·
Discuss: r/MachineLearning
📊Learned Metrics
On Information Geometry and Iterative Optimization in Model Compression: Operator Factorization
arxiv.org·1d
🧠Machine Learning
Become a machine learning engineer in five to seven steps
maxmynter.com·7h·
Discuss: Hacker News
🎵Audio ML
AtCoder Finals Problem Statement
atcoder.jp·3h·
Discuss: Hacker News
🇯🇵Japanese Computing
PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification
arxiv.org·17h
💻Local LLMs
Machine Learning Fundamentals: dimensionality reduction
dev.to·6h·
Discuss: DEV
📐Linear Algebra
I Got into Deep Learning
vikas.sh·2h·
Discuss: Hacker News
🧠Machine Learning
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