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 | 5,787 ms 5.26 s | {"action": "click", "x": 592, "y": 857} | click img (592, 857) | {'kind': 'click', 'x': 189, 'y': 205} | 5,787 ms | 5,807 ms · accepted | 23 |
| 2 | 5,968 ms | 11,325 ms 5.36 s | {"action": "click", "x": 593, "y": 857} | click img (593, 857) | {'kind': 'click', 'x': 189, 'y': 205} | 11,325 ms | 11,345 ms · invalid | 23 |
| 3 | 11,464 ms | 16,764 ms 5.30 s | {"action": "click", "x": 593, "y": 855} | click img (593, 855) | {'kind': 'click', 'x': 189, 'y': 205} | 16,764 ms | 16,784 ms · invalid | 23 |
| id | event | task time | harness time |
|---|---|---|---|
| 1 | target_appears | 500 ms | 500 ms |
| 3 | effect_visible | 6,807 ms | 6,807 ms |
| 2 | window_closes | 16,500 ms | 16,500 ms |
1006 observations published; first frame depicting the target published at 530 ms. Raw trace: live_d1_model_informed_s400.jsonl.