updated=2026-08-24T22:44:09-04:00 lane=explainer-error-robustness-k001 host=carbonated-water state=WAITING_FOR_RESEARCH_DIRECTOR impl_head=92fc89d3fc93429f5b357d1e0f5122c345625bd0 tm_head=1e3bb3450defac02782bd543d6fb5f7352ee43f9