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}

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. (+ 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 | 5,777 ms 5.25 s | {"action": "click", "x": 897, "y": 366} | click img (897, 366) | {'kind': 'click', 'x': 287, 'y': 87} | 5,777 ms | 5,797 ms · accepted | 23 |
| 2 | 5,977 ms | 7,812 ms 1.84 s | {"action": "wait"} | wait | — | — | — | 7 |
| 3 | 7,860 ms | 13,316 ms 5.46 s | {"action": "click", "x": 895, "y": 367} | click img (895, 367) | {'kind': 'click', 'x': 286, 'y': 88} | 13,316 ms | 13,336 ms · duplicate | 23 |
| 4 | 13,453 ms | 15,364 ms 1.91 s | {"action": "wait"} | wait | — | — | — | 7 |
| 5 | 15,413 ms | 17,321 ms 1.91 s | {"action": "wait"} | wait | — | — | — | 7 |
| id | event | task time | harness time |
|---|---|---|---|
| 1 | target_appears | 500 ms | 500 ms |
| 3 | effect_visible | 13,797 ms | 13,797 ms |
| 2 | window_closes | 16,500 ms | 16,500 ms |
1020 observations published; first frame depicting the target published at 530 ms. Raw trace: live_d8_model_informed_s401.jsonl.