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": 172, "y": 457} | click img (172, 457) | {'kind': 'click', 'x': 55, 'y': 109} | 5,775 ms | 5,795 ms · accepted | 23 |
| 2 | 5,961 ms | 11,219 ms 5.26 s | {"action": "click", "x": 172, "y": 457} | click img (172, 457) | {'kind': 'click', 'x': 55, 'y': 109} | 11,219 ms | 11,239 ms · duplicate | 23 |
| 3 | 11,357 ms | 16,687 ms 5.33 s | {"action": "click", "x": 172, "y": 457} | click img (172, 457) | {'kind': 'click', 'x': 55, 'y': 109} | 16,687 ms | 16,707 ms · invalid | 23 |
| 4 | 16,821 ms | 18,643 ms 1.82 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_s405.jsonl.