Grammar Discovery, Protocol Archaeology, Syntax Extraction, Format Recovery

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The Dirty Secret of Million-Token Context Windows
deadneurons.substack.com·5h·
Discuss: Substack
🌀Brotli Internals
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Regular Expressions
pubs.opengroup.org·1d
Format Verification
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MetagenBERT: a Transformer-based Architecture using Foundational genomic Large Language Models for novel Metagenome Representation
arxiv.org·2d
🔄Burrows-Wheeler
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One schema. Every platform.
standard.site·6h·
Discuss: Hacker News
🏷️Metadata Standards
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Machine Learning Interview Questions and Answers for 2025
projectpro.io·1h
🧠Machine Learning
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Building FatAdvisor: A .NET Nutrition AI Agent. Part 2: Agent goes outside
dev.to·6h·
Discuss: DEV
🌀Brotli Internals
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Which programming languages are most token-efficient?
martinalderson.com·2d·
Discuss: Lobsters
📝Concrete Syntax
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Google AI generating regular expressions = fail
news.ycombinator.com·17h·
Discuss: Hacker News
🔍RegEx Engines
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NOVA might have been Futhark
futhark-lang.org·1d
🏗️Compiler Archaeology
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GliNER2: Extracting Structured Information from Text
towardsdatascience.com·4d
⛏️Grammar Mining
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I built a Red Teaming tool for LLMs at 14yo
stryda.online·4h·
Discuss: Hacker News
🏠Homelab Pentesting
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A Media Tetrad for Claude Code
achad4.substack.com·2h·
Discuss: Substack
💿FLAC Archaeology
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HTML parsers in Portland
felix.dognebula.com·1d·
📝Concrete Syntax
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Interoperable provenance data for heritage crime monitoring of architectural elements
madcornishprojectionist.co.uk·1d
🏺Computational Archaeology
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FalkorDB/Neo4j-to-FalkorDB: Tools to migrate dataset from Neo4j. Use it to load to FalkorDB nodes, edges, indexes and constrains.
github.com·2d
🕸️Neo4j
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A Software Library with No Code
dbreunig.com·1d
🧪Binary Fuzzing
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Concept Tokens: Learning Behavioral Embeddings Through Concept Definitions
arxiv.org·1d
🔢Denotational Semantics
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Next-generation Constitutional Classifiers: More efficient protection against universal jailbreaks
anthropic.com·11h·
Discuss: Hacker News
🧪Protocol Fuzzing
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Type inference of all constructs and the next 15 months
elixir-lang.org·1d·
🏛️Agda
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