LLM Pricing, Token Efficiency, Cost Optimization, Model Economics

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Reducing Tokenization Premiums for Low-Resource Languages
arxiv.org·14h
🔤Tokenization
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Without benchmarking LLMs, you're likely overpaying 5-10x
karllorey.com·1d·
Discuss: Hacker News
🏆LLM Benchmarking
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Token Issuer Metadata: A Proposal for Config-as-Code SSO
docs.meetchar.ai·13h·
Discuss: Hacker News
🛡️Open Policy Agent
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On the Tyranny of Measures
prodigalabroad.com·1h
🏗️Infrastructure Economics
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Microsoft OpenAI docs leak 📄, X open sources algo 👨‍💻, MCP vs Skills vs Agents 🤖
tldr.tech·19h
🧠Obsidian
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Coherent Comparison as Information Cost: A Cost-First Ledger Framework for Discrete Dynamics
arxiv.org·14h
🧵Concurrency Models
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Private Data Management using Decentralised Ledgers
tdedgx.medium.com·10h·
Discuss: r/programming
🔐Cryptography
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From 75% to 99.6%: The Math of LLM Ensembles
shibaprasadb.com·11h·
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🏆LLM Benchmarking
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Arbitrage as a Shortest Path Problem
blog.skz.dev·16h
💱Currency Wars
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Static Pricing Theory
varietyiq.com·23h·
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🏗️Infrastructure Economics
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How I Rebuilt a RAG System that Actually Works
pub.towardsai.net·14h
🔄LLM RAG Pipelines
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MIT’s new ‘recursive’ framework lets LLMs process 10 million tokens without context rot
venturebeat.com·22h·
Discuss: r/technews
🏗️LLM Infrastructure
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How AI and tariffs are transforming fast fashion
phys.org·4h
🛃Tariff Economics
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Palantirization: Pairing enterprise software with high-touch delivery
a16z.news·1d·
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🖥GPUs
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International SEO in 2026: What still works, what no longer does, and why
searchengineland.com·6h
💰Search Economics
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The three types of LLM workloads and how to serve them
modal.com·2h·
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🏗️LLM Infrastructure
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The Commoditization of Services
blog.excel.holdings·18h·
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🏗️Infrastructure Economics
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ChatGPT’s Laws of Machine Learning
shruggingface.com·16h
🛡️AI Security
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High Accuracy ICM Calculations for Large Fields - Blog
holdemresources.net·5h
🏆LLM Benchmarking
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MLSN #18: Adversarial Diffusion, Activation Oracles, Weird Generalization
lesswrong.com·1d
🛡️AI Security
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