Sustained Gradient Alignment Mediates Subliminal Learning in a Multi-Step Setting: Evidence from MNIST Auxiliary Logit Distillation Experiment

This record archives a report produced as part of the BlueDot Impact Technical AI Safety Project Sprint. Although the sprint has concluded, the manuscript and associated code remain under active development. The analysis, results, documentation, and implementation may be revised, expanded, or otherwise modified in future versions.