Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:05:00.897239Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2505.16422.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:05:00.897239Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-07T05:09:57.954179Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T10:36:31.009348Z
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 86b9cd8c-9475-4a5e-a6f7-e3184ea8bbdf · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b3a3da7b-9ab8-40c5-8c1a-2baf756d65c3 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Subscribe to MrBeast
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6f1ff21c-760c-4363-8266-328b040ab801 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Code Llama: Open Foundation Models for Code
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57d40161-04e7-49a5-8b57-6be5b9da1a5b · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach - ’swipe’: Performs a swipe gesture on the screen
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 115fa562-5ac5-434f-b878-3a53ea54d2f5 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9d93c925-96d8-48ce-a1ae-eead46afc292 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Device-control agents.Research on device- control agents is relatively new
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c6ee1daf-c2bf-4750-ab83-b0474f48fc1d · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach failing path
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 171d851e-1acb-458e-8b84-0b301d00ed5d · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 528f1f7c-9baa-466d-91a8-9904db1af351 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Do not include the numbers in the text
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6ca5c470-16bb-4753-95d0-763c14531d80 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Artificial Intelligence
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d5102164-35b9-4e01-bceb-6780e005a409 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach AI” and the body text:
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 10de5dc9-1218-43cd-9384-95bc2b036515 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Eiffel Tower
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bf518819-f510-45ab-9df8-63726413385c · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Central Park
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5f08f992-019d-470d-b4e8-cf77f0f2b73f · outbound
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 296b6739-1343-46e7-970c-aff4ad248c74 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Hello World!
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7abcf605-6873-4e6d-ab7a-82c0542e1494 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach How are you?
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 31045b35-a697-4796-93f0-4209862e7ff9 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Artificial Intelligence
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 08a61f4a-81bc-47ee-9e5f-536e6dccef72 · outbound
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9977e5d4-d392-4d4a-a19d-8f5540f74be2 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Homepage of the phone
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c4b80bc9-37c7-4d4c-9da3-a36b50cbe71e · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fa259d9f-89af-458d-a737-ed5fc19f4c62 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0cc2618e-512c-4786-9252-18fb31b9c11b · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach - **isTRUE(statement)**: Check if a given statement is true on the current screen
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 047ccf75-8e43-4a56-859f-5294dc2fea90 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c517df88-eada-482a-8114-95ff2f214718 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach — ### **Your Task**:
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d95a78ee-ebdf-43ca-ba2a-3d7ca55faace · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach - If the current screen is not in the graph, imagine a ”current vertex” and include ’imagined=True’ 20 in any corresponding functions
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0dc7f0b8-beb8-4093-80dd-6e9447f4b104 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach If the screen is imagined, state it explicitly
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a669481c-e604-41b1-b05e-1e9344d33575 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Do **NOT** include any description, explanations, or text outside the required format
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6b6192b2-a1e2-4dd1-842c-1eba044aa2fc · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach - If the task cannot be completed, return an appropriate error message in the plan
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9722fb8a-29e9-4dc0-a4b3-f24f24e62b59 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach - When navigatiing between apps, return to the home screen of the phone using ’KEYCODE’ before switching to another app
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bd97ef98-e066-4b23-a499-0d1356dfed3b · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8076e4b5-1b2b-4cdd-8681-5fc0e96e03ea · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach <Vertices> - **Edges**: The possible transition functions between screens
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c8f4a2cf-9275-42cc-806a-b717948bc07b · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach The plan is as follows: <plan> The plan may include imagined vertices or edges with the parameter ’imagined=True’
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c169917a-e149-4719-bfde-0f3005ed08e0 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach - The last action taken corresponds to the function: E(<previous_vertex>, <action>)
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2be052e0-6fbe-4c96-bbf3-f01f95390a83 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 851b2291-44cd-4d06-84b1-5a185f9ea0c3 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach - **Action Validity**: - If the action does not result in a change in the vertex(screen), you must identify it as an ineffective action
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation aa5d8701-6fd6-404d-b014-2aebd0b44eff · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6c9e93a3-5c57-4885-b81e-a931acd3da94 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3cedfb2f-939d-4aa9-921b-28c0c8419d2b · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a7b46b57-cc70-4036-97c0-2d8e27692a8f · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ede90ab1-0d4b-4f2c-9608-73c458a3dfba · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ee807f9b-1840-4dff-a7a0-529cabda2eb3 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach - Added vertices and edges must have clear descriptions and comments
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d4b33bcf-35e1-424d-aa8a-20ce3dce1d69 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ac91fdc7-174e-44c2-92e6-2c95bb33ad97 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach - If the action was not successful or expected, mark it as False under ”Successful and expected action”
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 043927bf-9cb3-4625-972f-d52d3d3361a5 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach - Any add ”other_app_function” **must** be included in the revised plan
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dfa84a0f-4201-4be7-85d0-f7bf6f827b11 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 869cc5b2-a5fc-456f-a96c-cbdac7173ded · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Zihao Wang, Shaofei Cai, Anji Liu, Yonggang Jin, Jin- bing Hou, Bowei Zhang, Haowei Lin, Zhaofeng He, Zilong Zheng, Yaodong Yang, and 1 others
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d013b9d-c200-4518-857e-54c5b5a1dc0e · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Shayne Longpre, Le Hou, Tu Vu, Albert Webson, Hyung Won Chung, Yi Tay, Denny Zhou, Quoc V Le, Barret Zoph, Jason Wei, and 1 others
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation aefc0144-7c4d-4028-9578-48ccbdcd58b1 · outbound
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach Hao Liu, Wilson Yan, Matei Zaharia, and Pieter Abbeel
Reference 9500
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6a544d24-49bc-48a3-bcdc-9d188ea9c017 · inbound
Graph World Models: Concepts, Taxonomy, and Future Directions Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.