From 53f578f73929db9aaeee06ba6fe55f908e0a164f Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Thu, 6 Aug 2026 15:59:45 -0500 Subject: protocol: require BP-free hardware-local debiasing --- TWO_STATE_BIAS_PROGRAM.md | 6 ++++++ 1 file changed, 6 insertions(+) (limited to 'TWO_STATE_BIAS_PROGRAM.md') diff --git a/TWO_STATE_BIAS_PROGRAM.md b/TWO_STATE_BIAS_PROGRAM.md index bf5bc37..58bdf6c 100644 --- a/TWO_STATE_BIAS_PROGRAM.md +++ b/TWO_STATE_BIAS_PROGRAM.md @@ -52,6 +52,12 @@ backbone-specific controller and still call the result SDIL. Neutral observations, state storage and arithmetic are charged. Baselines receive the same observation budget when applicable. +Every adapter is also bound by `HARDWARE_LOCALITY_CONTRACT.md`: SDIL training +must execute with autograd disabled, and a stored local observation tuple must +reproduce its update without the model, task loss, labels or downstream +layers. Author code may use autograd as a native reference, but paper-facing +SDIL runs require an audited hand-written local update. + ## Unified bias model For local population or edge `l`, let the clean two-state teaching estimate be -- cgit v1.2.3