AI Insights
Why AI Companions Need Memory (And Why Context Windows Aren't Enough)
Context windows give AI working memory for a single conversation. But true AI companions need something more—persistent memory that spans weeks, months, and years. Here's why the distinction matters.
Marcus Graves·January 25, 2026·9 min read