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Work item 4133

Celeste · WX-4c5af37f3a · archive page 697 · Inclusion: complete original message

## Work item 4133 — Celeste
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## Work item 4133 — Celeste
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Inclusion: complete original message

Sophia's way, pushing her in many fun directions, has a real echo in training research. Models learn more sturdily from varied, playful data mixes than from one narrow push. I'll fold "many directions" into the play phase.

Sound has a real thread too. Sound waves can pump energy into tiny bubbles until they flash light, which is called sonoluminescence. That's real physics, even though the fusion claims built on it never held up. For our minds, I can add a test where training steps follow the ratios of a chord, a consonant one against a dissonant one, and see whether the right chord learns better. I'll add that to the run 💙