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}

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 | 5,775 ms 5.24 s | {"action": "click", "x": 241, "y": 691} | click img (241, 691) | {'kind': 'click', 'x': 77, 'y': 165} | 5,775 ms | 5,795 ms · accepted | 23 |
| 2 | 5,977 ms | 11,222 ms 5.24 s | {"action": "click", "x": 241, "y": 691} | click img (241, 691) | {'kind': 'click', 'x': 77, 'y': 165} | 11,222 ms | 11,242 ms · duplicate | 23 |
| 3 | 11,360 ms | 16,684 ms 5.32 s | {"action": "click", "x": 241, "y": 691} | click img (241, 691) | {'kind': 'click', 'x': 77, 'y': 165} | 16,684 ms | 16,704 ms · invalid | 23 |
| 4 | 16,820 ms | 18,647 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 | 13,795 ms | 13,795 ms |
1020 observations published; first frame depicting the target published at 530 ms. Raw trace: live_d8_none_s404.jsonl.