Controller: {"enable_thinking": false, "image_scale": 2, "invoke_on": "frame_change", "kind": "vlm_pending", "max_tokens": 64, "memory": "model_informed", "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. (+ pending note when a click is pending)
| # | B | model done B→D | model response (raw) | parsed | action (canvas px) | D (commit) | A (receipt) | out tokens |
|---|---|---|---|---|---|---|---|---|
| 1 | 531 ms | 5,778 ms 5.25 s | {"action": "click", "x": 592, "y": 857} | click img (592, 857) | {'kind': 'click', 'x': 189, 'y': 205} | 5,778 ms | 5,798 ms · accepted | 23 |
| 2 | 5,979 ms | 11,299 ms 5.32 s | {"action": "click", "x": 593, "y": 857} | click img (593, 857) | {'kind': 'click', 'x': 189, 'y': 205} | 11,299 ms | 11,319 ms · invalid | 23 |
| 3 | 11,440 ms | 16,757 ms 5.32 s | {"action": "click", "x": 593, "y": 855} | click img (593, 855) | {'kind': 'click', 'x': 189, 'y': 205} | 16,757 ms | 16,777 ms · invalid | 23 |
| id | event | task time | harness time |
|---|---|---|---|
| 1 | target_appears | 500 ms | 500 ms |
| 3 | effect_visible | 7,798 ms | 7,798 ms |
| 2 | window_closes | 16,500 ms | 16,500 ms |
1005 observations published; first frame depicting the target published at 530 ms. Raw trace: live_d2_model_informed_s400.jsonl.