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@@ -297,6 +297,14 @@ Stop this paper direction if:
`30/50/80/100 mV` before the observed gate plateaus; see
`results/physical_bias/p0_state_dependence.json`. This establishes a measured
locally predictable component suitable for P1, not an SDIL learning result.
+- Physical P1 measured-surrogate development: mixed. With the same upfront
+ neutral observations, frozen affine SDIL beats frozen constant calibration
+ at all seven switching periods and removes essentially the complete modeled
+ raw-to-oracle gap. Online constant recalibration also reaches the oracle but
+ uses `240--6000` further neutral observations. The ideal leading-order
+ overclamping analogue reaches zero error without neutral observations and
+ beats SDIL everywhere. Therefore the mechanism test passes, but the physical
+ strong-baseline gate does not; see `results/physical_bias/p1_surrogate.json`.
- Dual Prop same-path confirmation: active/supporting, not a passed result.
- EP/CpL adapters: not implemented under this bias model.
- Current score for this new paper framing: 5/10 until P1 passes.