0x4A6F65 (Joe)

0x4A6F65 (Joe)

One Compression Ratio Doesn’t Fit All

Your brain runs three memory systems. Your AI agent runs one. That’s the bug.

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Joe Spano
Apr 03, 2026
∙ Paid

Your brain runs three memory systems because a childhood birthday party and the periodic table serve completely different cognitive purposes. Your AI agent runs one. That’s the bug1.

Let’s start with a scenario. You’re packing for a two-week trip. One suitcase. You can’t bring everything.

The obvious move is to start eliminating: formal wear you probably w…

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