Controller: {"enable_thinking": false, "image_scale": 2, "invoke_on": "frame_change", "kind": "vlm_pending", "max_tokens": 64, "memory": "none", "model_id": "Qwen/Qwen3.8-27B", "pending_radius_px": 10, "pending_timeout_ns": 10000000000, "prompt_version": 4, "reasoning_effort": null, "temperature": 0.0}

Key frames: each decision's starting frame with the click it produced (amber = proposal before binding, red = committed, grey = suppressed), then the screen at each arrival A (green = valid).
You control a desktop by clicking. You are shown one screenshot. At some point a notification card with a blue button appears at an unknown position and expires shortly after. If the card is visible, answer with action "click" and the coordinates of the center of its blue button on a 0-1000 grid (x: 0 = left edge, 1000 = right edge; y: 0 = top edge, 1000 = bottom edge). If no card is visible, answer with action "wait". Answer with the JSON object only. [user] Screenshot attached. Click the target's center or wait.
| # | B | model done B→D | model response (raw) | parsed | action (canvas px) | D (commit) | A (receipt) | out tokens |
|---|---|---|---|---|---|---|---|---|
| 1 | 531 ms | 5,779 ms 5.25 s | {"action": "click", "x": 867, "y": 419} | click img (867, 419) | {'kind': 'click', 'x': 277, 'y': 100} | 5,779 ms | dropped | 23 |
| 2 | 5,974 ms | 11,226 ms 5.25 s | {"action": "click", "x": 867, "y": 418} | click img (867, 418) | {'kind': 'click', 'x': 277, 'y': 100} | 11,226 ms | 11,246 ms · accepted | 23 |
| 3 | 11,358 ms | 16,689 ms 5.33 s | {"action": "click", "x": 867, "y": 419} | click img (867, 419) | {'kind': 'click', 'x': 277, 'y': 100} | 16,689 ms | 16,709 ms · invalid | 23 |
| 4 | 16,821 ms | 18,651 ms 1.83 s | {"action": "wait"} | wait | — | — | — | 7 |
| id | event | task time | harness time |
|---|---|---|---|
| 1 | target_appears | 500 ms | 500 ms |
| 2 | window_closes | 16,500 ms | 16,500 ms |
| 3 | effect_visible | 13,246 ms | 13,246 ms |
1020 observations published; first frame depicting the target published at 530 ms. Raw trace: live_d2_none_drop_s409.jsonl.