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🛡️ Proof-Carrying Data

Verified Preservation, Formal Guarantees, Type Safety, Archive Correctness

I Ran OpenAI's 'Open-Weight' Model on My Laptop (but I Wouldn't Recommend It)
lifehacker.com·1d
🖥️Terminal Renaissance
OTW - Bandit Level 1 to Level 2
tbhaxor.com·2d
📝Shell Parsing
Microsoft identity platform – Secure applications and APIs by validating claims
learn.microsoft.com·10h·
Discuss: Hacker News
🏢LDAP Forensics
Hypothesis is now thread-safe
hypothesis.works·1d·
Discuss: Lobsters, Hacker News
🧠Program Logic
Understanding Late Binding in Python Closures
pythonkoans.substack.com·2d·
Discuss: Substack
⬆️Lambda Lifting
The Welfare Costs of Low-Friction Idea Production
gojiberries.io·15h·
Discuss: Hacker News
🧠Intelligence Compression
Neurosymbolic AI: The 3rd Wave
muratbuffalo.blogspot.com·1d·
Discuss: Hacker News
🔲Cellular Automata
DART: Dual Adaptive Refinement Transfer for Open-Vocabulary Multi-Label Recognition
arxiv.org·2d
📄Document Streaming
Automated Clinical Trial Protocol Optimization via Multi-Metric HyperScoring
dev.to·1d·
Discuss: DEV
🧠Intelligence Compression
Automated Root Cause Analysis via Hybrid Semantic-Structural Graph Decomposition and HyperScore Validation
dev.to·1d·
Discuss: DEV
🎯Threat Hunting
Adaptive Predictive Maintenance System for Aging Escalator Chain Drives via Dynamic Bayesian Networks
dev.to·10h·
Discuss: DEV
💾Persistence Strategies
Automated Alloy Hardness Correlation via AI-Driven Microstructure Mapping & Predictive Modeling
dev.to·4h·
Discuss: DEV
🧲Magnetic Recording
GPT-5 vs GPT-4: A very detailed coding comparison 🤖
dev.to·2h·
Discuss: DEV
📏Code Metrics
libsemigroups: C++ library for semigroups and monoids
github.com·5d·
Discuss: Hacker News, r/cpp
🧮Algebraic Datatypes
OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks
arxiv.org·2d
🔲Cellular Automata
Enhanced Anomaly Detection in Network Traffic via Multi-Modal Data Fusion and Deep Reinforcement Learning
dev.to·1d·
Discuss: DEV
👁️Observatory Systems
Building NeuroStash - VI
dev.to·1d·
Discuss: DEV
📄Text Chunking
NumPy for Data Science: Advanced Indexing, Amax Function & Array Iteration Explained
dev.to·21h·
Discuss: DEV
📊APL Heritage
Do you think they will ever add sum types/tagged unions?
reddit.com·2d·
Discuss: r/golang
💧Liquid Types
AI-Driven Dynamic Droplet Fusion Modeling for Enhanced Digital Microfluidics
dev.to·13h·
Discuss: DEV
🌊Stream Processing
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