Handoff completed training into closed loop

2026-07-29 15:45:41 +02:00
parent d5bf9c102e
commit d6502140da
8 changed files with 117 additions and 1 deletions
@@ -101,6 +101,11 @@ An already completed out-of-band checkpoint enters the same contract with
 hashes the checkpoint, and begins at calibration. A rejection then follows
 the identical failure-driven CUDA path and cannot open protected test evidence
 early.
+Tower's v37 supervisor binds the completed `results.png` artifact to a
+versioned JSON argv list. The handoff starts the orchestrator detached exactly
+once; shell strings are not accepted. Subsequent iterations retain the frozen
+180-degree aerial rotation, vertical/horizontal flip, scale and translation
+parameters rather than silently reverting to generic augmentation defaults.
 The orchestrator refuses to start unless every automated frozen-dataset gate
 passes and the corpus contains zero blank/low-variance positive tiles. The
 audit status may remain `needs_human_review` while training and objective