comments: replace law idiom with the mechanism it encoded
Every comment that cited a named law, an incident date, or an internal nickname now states the underlying mechanism and why it matters, generically: curl exit-0 artifacts and byte-count gates, argv-in-/proc secret exposure, tag mutability vs digest pinning, shape-specialized kernels refusing uncompiled slot counts, MTP heads as file tensors no flag can supply, drafter/slot coupling as an engine property, pkill -f matching its invoker, pinned-RAM pairing with LimitMEMLOCK, one-encoding-per-table, the short-run first-token noise floor, and the protected-expert rule. No behavior change: comment/string text only; suite green (371 tests).
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@@ -16,7 +16,7 @@
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# custom-quant lock-in like the ROCmFPX era). NO nextn/mtp tensors exist, so
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# in-file MTP is impossible here; SPEC_TYPE=none is forced by the payload.
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#
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# KV rate law: 8 full layers × 4 KV heads × 256 dim = 8,192 elements per
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# KV rate arithmetic: 8 full layers × 4 KV heads × 256 dim = 8,192 elements per
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# token per cache. f16 K + f16 V = 32,768 B/token = 32 KiB/token, so the
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# 401,408-token pool is 12.25 GiB. The 24 DeltaNet layers cost a fixed
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# recurrent state per SLOT (not per token) — that is why two 200k slots fit
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