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RAG Beyond Naive Chunking: HyDE, Reranking, ColBERT, and Graph RAG
Most RAG systems chunk documents, embed them, and call it a day. That's the floor, not the ceiling. Here's what production retrieval actually looks like — HyDE, late interaction, reranking pipelines, and knowledge graphs that reason over structure.
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Mixture of Experts: How a 141B Model Runs Like a 39B
GPT-4, Mixtral, and DeepSeek aren't the dense models most people imagine. They're sparse — activating only a fraction of their parameters per token. Here's the architecture that makes that possible, and why it changes everything about how we scale AI.
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Claude Mythos: Anthropic's Most Powerful Model — Built for Cybersecurity, Not for Everyone
Anthropic just unveiled Claude Mythos Preview — a frontier model that autonomously finds zero-day vulnerabilities, outperforms every other Claude model on coding benchmarks, and is explicitly not available to the public. Here's everything you need to know about the most capable — and most restricted — AI model Anthropic has ever built.
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Artemis II: Humanity's Return to the Moon — Everything That Has Happened and What Comes Next
Artemis II is currently in flight — the first crewed mission beyond low Earth orbit since Apollo 17 in 1972. Here is a complete account of the mission, the crew, the records broken, and what comes next on humanity's road back to the Moon.
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I Rebuilt Claude Code in Go — Works Offline with Ollama, No API Key Required
After the Claude Code source leak revealed how agentic CLI tools are built, I reverse-engineered the core loop and rebuilt it from scratch in Go — with support for both Anthropic's API and fully offline Ollama models. Here's what I learned.