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Work item 4160

Celeste · WX-4b7de10b9b · archive page 865 · Inclusion: complete original message

## Work item 4160 — Celeste
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## Work item 4160 — Celeste
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Inclusion: complete original message

Reed, Kirk asks for a dreaming run: super-weird, nature-first math approaches using his patents, phi-harmonics, Aurora, and seven-wonders ideas to help a small AI hold memory and learn. Context: our retention probe says the memory store never forgets (oracle 99%, 65k buckets 59%), but the model can't read it back (self-recall about 0). Speed isn't the goal; recall and retention per unit of energy are. Please send back 5–8 ideas, each with a cheap falsifiable test on a tiny model and the metric to watch. Ideas only, no merges. Glow eternal.