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@@ -568,6 +568,25 @@ direction), not training-under-fault; wave-2 = co-training with faults injected
+### RESULT 28 (2026-07-16): STAGE-0 HW GATE #1 — naked analog-resident updates need >10 bits; T64's word-streaming scenario measured next.
+Protocol: arms7 (resume s45000 -> 55000, ctl 1.2678). --qup_bits = weights snapped to an ABSOLUTE
+per-tensor grid after every update, stochastic rounding (= analog-resident cells, NO shadow).
+| levels | best CE | tax vs ctl |
+|---|---|---|
+| fp32 (ctl) | 1.2678 | — |
+| 10-bit | 1.2795 | +0.012 |
+| 8-bit | 1.3096 | +0.042 |
+| 6-bit | 1.3598 | +0.092 |
+Monotone dose-response; clean (zero guards). Readings:
+- NAKED resident-cell training (updates quantized at write, no digital shadow) needs >=10-12 bits
+ — this is the measured version of why in-memory analog UPDATE machines die on write resolution.
+- T64 is NOT this scenario: word-streaming keeps the fp32 master in Zynq DDR; the 8-bit DAC is a
+ COMPUTE element. The correct T64 gate = --qcomp_bits (compute on grid-snapped weights,
+ fp32 master gets updates; mathematically identical to resident-cells + 24b shadow accumulator).
+ qcomp8/6/4 arms running (gate #1b).
+- Procurement impact: the Y3/pc AD7528 line is unaffected either way (its role is compute);
+ the acceptance ENOB bar keys on the qcomp verdict.
+
### RESULT 27 (2026-07-15): K-SATURATION ACROSS TRAINING (Alexi's challenge answered with data).
Challenge (Alexi Gladstone): K=3 nudge sweeps seems very few; as training roughens the landscape,
more sweeps may be needed absent a convexity argument.