AI Memory Is Getting Real, but Demo Theater Still Distorts the Market
Published on 17.04.2026
AI Memory Systems: The Approaches You Need to Know
TLDR: The article argues that memory is becoming one of the defining challenges for useful AI systems. Models with bigger context windows are not enough on their own, so designers need better long-term memory patterns and supporting architecture.
AI Memory Systems: The Approaches You Need to Know
Usage is the New Valuation: The Demo Economy Has a Body Count
TLDR: This piece pushes back against startup culture that rewards demos, hype, and investor optics more than actual use. The argument is blunt: products should be judged by whether people genuinely rely on them, not by how well they perform in staged environments.
Usage is the New Valuation: The Demo Economy Has a Body Count
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