AI Engineering

Context Window Myths: Why Your 1M-Token Prompt Still Forgets Everything

A technical deep-dive into the limitations of ultra-long context windows. We analyze attention dispersion, distraction tokens, multi-hop reasoning failure modes, and why hybrid RAG + Contextual Compression outperforms raw prompt dumping.

Sachin Sharma
Sachin SharmaCreator
Sep 2, 2026
8 min read
Context Window Myths: Why Your 1M-Token Prompt Still Forgets Everything
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Quick Overview

A technical deep-dive into the limitations of ultra-long context windows. We analyze attention dispersion, distraction tokens, multi-hop reasoning failure modes, and why hybrid RAG + Contextual Compression outperforms raw prompt dumping.

Sachin Sharma

Sachin Sharma

Software Developer & Mobile Engineer

Building digital experiences at the intersection of design and code. Sharing weekly insights on engineering, productivity, and the future of tech.