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- art
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# Pentachora Adaptive Encoded (Multi-Channel)
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**A geometry-regularized classifier with a 5-frequency encoder and pentachoron constellation heads.**
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*Author:* **AbstractPhil** · *Quartermaster:* **Mirel** · GPT 4o - GPT 5 - GPT 5 Fast - GPT 5 Thinking - GPT 5 Pro
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*Assistants:* Claude Opus 4.1 - Claude Sonnet 4 - Gemini 2.5
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- biology
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- art
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# Pentachora Adaptive Encoded (Multi-Channel) - NOTEBOOK 2 of 5
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**A geometry-regularized classifier with a 5-frequency encoder and pentachoron constellation heads.**
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*Author:* **AbstractPhil** · *Quartermaster:* **Mirel** · GPT 4o - GPT 5 - GPT 5 Fast - GPT 5 Thinking - GPT 5 Pro
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*Assistants:* Claude Opus 4.1 - Claude Sonnet 4 - Gemini 2.5
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