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README.md
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@@ -90,10 +90,10 @@ Outcome: more hypotheses per GPU-hour—and a path to disciplined studies of int
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- **Pentachora everywhere.** Concepts and observations as 5×D crystals; no structural normalization.
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- **Prototype classification (MAE).** Stable, auditable decisions by crystal energy to dictionary blueprints.
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- **Any-size data pipeline.** Bucketed intake; optional tiling; multi-stage up/down-scale; chaos corridor as feature-space augmentation.
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- **Cayley–Menger as a gauge.** Volumes are a light-touch stability signal (zoning)—never a router.
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- **Infinity-CFG.** Guidance that allows controlled cross-inference; canonical classifiers keep behavior deterministic.
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- **Pentachora everywhere.** Concepts and observations as 5×D crystals; no structural normalization.
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| 91 |
- **Prototype classification (MAE).** Stable, auditable decisions by crystal energy to dictionary blueprints.
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| 92 |
- **Any-size data pipeline.** Bucketed intake; optional tiling; multi-stage up/down-scale; chaos corridor as feature-space augmentation.
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- **Cayley–Menger as a gauge.** Volumes are a light-touch stability signal (zoning)—never a router. **This process has expanded to hundreds instead of a few.**
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- **Infinity-CFG.** Guidance that allows controlled cross-inference; canonical classifiers keep behavior deterministic. **This process is deprecated. CFG is obsolete. CV is the metric now.**
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Those who understand what I'm doing, will see everything laid bare. There is nothing hidden from the expert.
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