SKC-600 ternary: split engram (packed-lite + eval) and harden build pipeline#1609

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Akhilesh-Gogikar wants to merge 65 commits intoopenai:mainfrom

Akhilesh-Gogikar:skc_competition_sp8192

Commits on Mar 26, 2026

Add Ternary Reasoner submission — Capsule-Feedback Universal Transformer

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Commits on Mar 27, 2026

Add MLX version of Ternary Reasoner for local Apple Silicon testing

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Add KoopCaps-HRM: Koopman capsule dynamics, adaptive halting, cross-window carry

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Fix KoopCaps-HRM: separate Koopman diagonal LR, fix adaptive halting

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Replace BigramHash with Engram-inspired multi-head context-gated n-gram memory

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Add TurboQuant Hadamard rotation (disabled: hurts STE training)

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Add TurboQuant export-time Hadamard rotation for 29% lower ternary MSE

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Commits on Mar 28, 2026

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