Preservation Logic, Storage Verification, Formal Archival, Durability Mathematics

German Commons shows that big AI datasets don’t have to live in copyright limbo
the-decoder.com·14h
🎓Academic Torrents
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Python MarkItDown: Convert Documents Into LLM-Ready Markdown
realpython.com·18h
🔄Archive Workflows
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New repository engagements page on trendshift.io
julianli.co·30m·
Discuss: Hacker News
🧬Bitstream Evolution
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How AI is helping us monitor and support vulnerable ecosystems
phys.org·1d
🧠Machine Learning
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The Power Problem – A Silicon Valley Story
syntheticauth.ai·8h·
Discuss: Hacker News
🖥️Terminal Renaissance
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Superconducting qubit that lasts for over 1 millisecond is primed for industrial scaling
phys.org·16h·
Discuss: Hacker News
⚛️Quantum Tape
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Enforcing Architecture in an Agent-Driven Codebase
phoebe.work·2d·
Discuss: Hacker News
🔗Topological Sorting
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Generation at the Speed of Thought: Speculative Decoding
bittere.substack.com·3d·
Discuss: Substack
🚀SIMD Text Processing
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Enabling Trillion-Parameter Models on AWS EFA
research.perplexity.ai·1d·
Discuss: Hacker News
🌊Streaming Systems
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4 Rules for Successful Vibe Coding
appsoftware.com·18h·
Discuss: Hacker News
Proof Automation
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Show HN: Claude Code disrupted programming. Bringing that power to office worker
blog.gbase.ai·2d·
Discuss: Hacker News
🤖Archive Automation
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[R] Knowledge Graph Traversal With LLMs And Algorithms
reddit.com·1d·
🧮Datalog
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Tech With Tim: I Let 3 AIs Compete to Build the Same App…
dev.to·10h·
Discuss: DEV
Proof Automation
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DocPrism: Local Categorization and External Filtering to Identify Relevant Code-Documentation Inconsistencies
arxiv.org·2d
🎯Gradual Typing
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Planning my first homelab — need advice on storage & workflow setup
reddit.com·1d·
Discuss: r/homelab
🏠HomeLab
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A Deep Dive into Multi-Transport Protocol Abstraction in Python
dev.to·1d·
Discuss: DEV
🌐NetworkProtocols
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A unified physics-informed generative operator framework for general inverse problems
arxiv.org·3h
Effect Handlers
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Computational Imaging Meets LLMs: Zero-Shot IDH Mutation Prediction in Brain Gliomas
arxiv.org·3h
🧠Machine Learning
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Do Androids Dream of Unseen Puppeteers? Probing for a Conspiracy Mindset in Large Language Models
arxiv.org·3h
Algebraic Effects
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