refact(comments): state the mechanism, not the incident

Every comment that invoked a 'law' (50 word-boundary sites across 28
tracked files) now states what is going on and why, in terms that
transfer to any project: gate twins drift until one side greenlights
what the other refuses; a tag re-points while a digest pins; a
restrictive engine behavior belongs to the runtime that imposed it and
must be re-tested, not inherited; a speculative head is tensors in the
file, not a flag; snapshot links dangle where the container resolves
them; exit 0 is a clean stop to systemd, so a self-exiting daemon on
on-failure goes dark reporting success. Event narratives and dates are
gone from these comments; the mechanics carry the argument.

Behavior-identical: bash -n, py_compile, yaml parse, full bats suite
408/408 green. One symbol rename rides along (stack script local
scale_law -> scale_contract, with its log text).
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Frank committed 2026-10-14 13:36:40 -07:00
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@@ -16,11 +16,11 @@
# custom-quant lock-in like the ROCmFPX era). NO nextn/mtp tensors exist, so
# in-file MTP is impossible here; SPEC_TYPE=none is forced by the payload.
#
# KV rate law: 8 full layers × 4 KV heads × 256 dim = 8,192 elements per
# token per cache. f16 K + f16 V = 32,768 B/token = 32 KiB/token, so the
# 401,408-token pool is 12.25 GiB. The 24 DeltaNet layers cost a fixed
# recurrent state per SLOT (not per token) — that is why two 200k slots fit
# where the 26B MoE fit only one.
# The KV rate follows from the architecture: 8 full layers × 4 KV heads ×
# 256 dim = 8,192 elements per token per cache. f16 K + f16 V = 32,768
# B/token = 32 KiB/token, so the 401,408-token pool is 12.25 GiB. The 24
# DeltaNet layers cost a fixed recurrent state per SLOT (not per token) —
# that is why two 200k slots fit where the 26B MoE fit only one.
#
# Feasibility comes from the predecessor's MEASURED boots, not a formula:
# MiMo-V2.6-Distill-Qwen-9B (identical qwen35 geometry, 7,793,710,624 B) at