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 | 5,775 ms 5.24 s | {"action": "click", "x": 172, "y": 457} | click img (172, 457) | {'kind': 'click', 'x': 55, 'y': 109} | 5,775 ms | dropped | 23 |
| 2 | 5,949 ms | 11,212 ms 5.26 s | {"action": "click", "x": 172, "y": 457} | click img (172, 457) | {'kind': 'click', 'x': 55, 'y': 109} | 11,212 ms | 11,232 ms · accepted | 23 |
| 3 | 11,345 ms | 16,673 ms 5.33 s | {"action": "click", "x": 172, "y": 457} | click img (172, 457) | {'kind': 'click', 'x': 55, 'y': 109} | 16,673 ms | 16,693 ms · invalid | 23 |
| 4 | 16,804 ms | 18,630 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 | 13,232 ms | 13,232 ms |
1020 observations published; first frame depicting the target published at 530 ms. Raw trace: live_d2_none_drop_s405.jsonl.