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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Frank committed 2026-10-14 13:25:41 -07:00
1 parent cf6319aad7
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@@ -298,7 +298,7 @@ def main():
and list(dssh) == [(dsh[0] + 127) // 128, (dsh[1] + 127) // 128])
if not scale_law:
log(f"ERROR: unexpected expert shapes: gate {gdt}{gsh} scale {gsd}{gssh} "
f"down {ddt}{dsh} scale {dsd}{dssh} (scale law 128x128)")
f"down {ddt}{dsh} scale {dsd}{dssh} (128x128 block scales)")
return 2
shapes = {"ffn2_h": (gsh[0] * 2, gsh[1]), "ffn": (dsh[1],),
"gs": tuple(gssh), "ds": tuple(dssh)}