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

Recorded frames from the first decision to the last receipt, every 4th frame, time compressed 10×; red = committed click.

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 | 2,210 ms 1.68 s | {"action": "click", "x": 447, "y": 777} | click img (447, 777) | {'kind': 'click', 'x': 143, 'y': 186} | 2,210 ms | 2,230 ms · invalid | 23 |
| 2 | 2,250 ms | 3,926 ms 1.68 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 3,926 ms | 3,946 ms · invalid | 23 |
| 3 | 3,967 ms | 5,640 ms 1.67 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 5,640 ms | 5,660 ms · invalid | 23 |
| 4 | 5,682 ms | 7,425 ms 1.74 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 7,425 ms | 7,445 ms · invalid | 23 |
| 5 | 7,468 ms | 9,142 ms 1.67 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 9,142 ms | 9,162 ms · invalid | 23 |
| 6 | 9,184 ms | 10,929 ms 1.74 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 10,929 ms | 10,949 ms · invalid | 23 |
| 7 | 10,973 ms | 12,644 ms 1.67 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 12,644 ms | 12,664 ms · invalid | 23 |
| 8 | 12,686 ms | 14,362 ms 1.68 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 14,362 ms | 14,382 ms · invalid | 23 |
| 9 | 14,404 ms | 16,078 ms 1.67 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 16,078 ms | 16,098 ms · invalid | 23 |
| 10 | 16,120 ms | 17,794 ms 1.67 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 17,794 ms | 17,814 ms · invalid | 23 |
| 11 | 17,814 ms | 18,368 ms 0.55 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 |
1020 observations published; first frame depicting the target published at 530 ms. Raw trace: live_d8_none_s400.jsonl.