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Posts tagged Technical

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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

Engineering

Memory Architecture for Relational AI: A Technical Deep-Dive

A comprehensive technical guide to building AI memory systems—from encoding and importance scoring to retrieval, consolidation, and graceful forgetting.

Promitheus Team·January 14, 2026·7 min read

Engineering

Implementing Emotional State in Your AI Application

A practical guide to building emotionally-aware AI—from modeling emotional state to implementation patterns that create genuine emotional continuity.

Promitheus Team·January 13, 2026·6 min read

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