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💎 Information Crystallography

Data Structures, Bit Lattices, Storage Symmetry, Compression Geometry

Encrypting identifiers in practice
sjoerdlangkemper.nl·1d
🌊Stream Ciphers
An OCC Idea
lambdacreate.com·1d
🗄️Database Internals
Billiard Fractals from floor(k·√2) mod 2 – visualizing symbolic sequences
github.com·3d·
Discuss: Hacker News
📐Mathematical Art
Could Open Table Formats End the Reign of Snowflake and Databricks?
prequel.co·1d·
Discuss: Hacker News
📚MARC Evolution
First NetHack ascension, and insights into the AI capabilities it requires
mikaelhenaff.substack.com·19h·
Discuss: Substack
🔲Cellular Automata
A CRDT-based Messenger in 12 Lines of Bash Using a Synced Folder
holdtherobot.com·17h·
Discuss: Lobsters, Hacker News, Hacker News
🔀CRDT
Compbolt: A lib with a hard to misuse API (based on Matt Godbolt)
github.com·1d·
Discuss: Hacker News
🌀Brotli Internals
Breaking Limits: Highly-Isolated and Low-Overhead Wasm Container - Soichiro Ueda & Ai Nozaki
youtube.com·5h
⚙️WASM Runtime
Seeing is Believing? Mitigating OCR Hallucinations in Multimodal Large Language Models
arxiv.org·22h
🤖Advanced OCR
Tackling Data Heterogeneity in Federated Learning through Knowledge Distillation with Inequitable Aggregation
arxiv.org·22h
🧠Machine Learning
Probabilistic and reinforced mining of association rules
arxiv.org·2d
🧠Learned Indexes
The dynamics and geometry of choice in the premotor cortex
nature.com·2d
🔲Cellular Automata
RL-Driven Semantic Compression Model Selection and Resource Allocation in Semantic Communication Systems
arxiv.org·2d
⧗Information Bottleneck
COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees
arxiv.org·22h
🧠Intelligence Compression
AI Agents Explained: How They Think & Operate
dev.to·11h·
Discuss: DEV
🔲Cellular Automata
From Zero to One: A Complete Guide to Implementing WeChat Sharing in HarmonyOS
dev.to·1d·
Discuss: DEV
⚡Modern Compression
Signal Use and Emergent Cooperation
arxiv.org·1d
🔲Cellular Automata
DRIFT: Data Reduction via Informative Feature Transformation- Generalization Begins Before Deep Learning starts
arxiv.org·1d
🧠Machine Learning
Meet Mojo: The Language That Could Replace Python, C++, and CUDA
hackernoon.com·1d
⬆️Lambda Lifting
Probing AI Safety with Source Code
arxiv.org·22h
✨Effect Handlers
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