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🐚 Shell Calculus

Unix Philosophy, Pipeline Algebra, Process Composition, Command Semantics

CTF Challenge Write Up : KYPO Locust 3302 Challenge of Blackcat
pixelstech.net·3d
🕵️Penetration Testing
Optimizing Ourselves to Death
ofdollarsanddata.com·2d·
Discuss: Hacker News
⬜Minimalism
Attacks on N-able N-central ongoing, more than 1000 systems unpatched
heise.de·1d
🔓Hacking
9 Years of “Learning to Code” and I Still Couldn’t Build a To-Do App
offpeaklog.bearblog.dev·2d·
Discuss: Hacker News
📏Code Metrics
New AI tool tracks early signs of hurricane formation
phys.org·19m
📊Learned Metrics
The State of Python 2025
blog.jetbrains.com·3d·
Discuss: Hacker News
🔄Language Evolution
Thinking Quick Hit
feed.tedium.co·3d
📰RSS Reading Practices
How the head of Obsidian went from superfan to CEO
theverge.com·3d·
Discuss: r/ObsidianMD
🏺ZIP Archaeology
[R] Independent research uploaded to Zenodo: Exploring robotics, AI, and emotional intelligence frameworks
reddit.com·1d·
Discuss: r/MachineLearning
🌍Cultural Algorithms
AI Co-Pilots in Software Development: Boosting Startup Coding Productivity
hackernoon.com·3d
📏Code Metrics
ORFuzz: Fuzzing the "Other Side" of LLM Safety -- Testing Over-Refusal
arxiv.org·3d
🐛Fuzzing
The Price of Intelligence
cacm.acm.org·2d
💻Local LLMs
Fracture Detection and Localisation in Wrist and Hand Radiographs using Detection Transformer Variants
arxiv.org·15h
🤖Advanced OCR
Enhanced Thermal Performance Prediction via Multi-Scale Graph Neural Network with Bayesian Calibration
dev.to·13h·
Discuss: DEV
🔧Hardware Verification
ASDFormer: A Transformer with Mixtures of Pooling-Classifier Experts for Robust Autism Diagnosis and Biomarker Discovery
arxiv.org·1d
🌀Differential Geometry
Apriel-Nemotron-15B-Thinker
arxiv.org·3d
💻Local LLMs
SafeConstellations: Steering LLM Safety to Reduce Over-Refusals Through Task-Specific Trajectory
arxiv.org·3d
✨Effect Handlers
Enhanced Annual Energy Production Forecasting via Hybrid Multi-Modal Recurrent State-Space Modeling
dev.to·1d·
Discuss: DEV
📈Time Series
Clinical semantics for lung cancer prediction
arxiv.org·15h
🔍Information Retrieval
MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation
arxiv.org·15h
🔍Search Indexing
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