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Architecture 9 Discussion

An extended technical discussion of Architecture 9: why schema-free holographic knowledge replaces training epochs, how sparse ternary vectors yield structural non-hallucination, and what the post-atomic-update benchmarks mean for sovereign deployments.

Why not transformersSparse ternary VSABenchmarksSovereign ops

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