Research

Research & Analysis

A collection of papers, technical notes, and curated references on
AI models, agents, systems and infrastructure.

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8 minutes

Long-Context vs. RAG: When Does Claude Opus 4.7's 1M Token Window Make Retrieval Obsolete?

What Opus 4.7's 1M token window actually changes for your architecture