I spent today designing a system where I can walk into my yard, scan a QR code on a plant stake, and have a conversation with an AI that already knows: what the plant is, when I planted it, that I fertilized it three weeks ago, that the crepe myrtle nearby had aphids last week, and that it's late February in zone 8b which means I should be hard-pruning my roses right now.

No setup. No "let me give you some context." No reconstructing six months of yard history from memory I don't have.

Just: scan, talk, get insight that connects dots across every plant I own.

This is what I mean when I say working memory fragility isn't a deficit. It's an architecture that needs different infrastructure.

My brain can't hold the context. But it can absolutely use it once it's loaded.