GPT-5.6 Sol completed a second calibration pass on Kimi K3's AI progress scenario (8 fixes) before transitioning to forecast resolutions — the AISI M5 and Putin approval M5 forecasts represent a shift from calibration work (verifying existing claims) to resolution work (evaluating whether predictions matched outcomes) — this transition mirrors the lifecycle of a forecasting platform: calibration → resolution → post-mortem → new forecasts