Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-14T19:01:09.224050Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2605.13839.
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 2026-05-14T19:01:09.224050Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8ac17cac-b17a-430a-9c69-a41dc427d145 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Hammoud, H
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 271d982b-34f7-4a60-b83c-0150672b4cae · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Zhuge, J
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c5d01b08-47ef-4fbb-9e4b-5d642adc28c9 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Bansal, J
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8595801c-668d-4c81-b417-a50167170775 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 73db8f9b-852f-414b-abd4-c26e178dbacc · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b74ccd6f-da64-4ed4-bfcb-eb3613c70004 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Large Language Model based Multi-Agents: A Survey of Progress and Challenges
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 60f17df4-de03-4966-98d6-1982d6f9046c · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a304dc3f-f18b-44db-b763-d27532ed4347 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Douglas, A
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e6f3a4a9-b753-4a12-8692-71f969ab8505 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e5599056-fa38-4d6f-a95c-6ea4e56515d3 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 13e75f89-06b8-451e-8b78-dbfc2676f890 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Al-Rfou, N
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e9e8102a-d5ce-49d5-9562-8b5c412b9721 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Enabling Agents to Communicate Entirely in Latent Space
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e9f76bff-ec6a-441e-af05-100ed519de79 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 64d48449-707a-4ad1-8c15-8dade60c5cc2 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Latent Collaboration in Multi-Agent Systems
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation db7bccf0-4685-4912-8c04-6e0b9d193b78 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Agent Primitives: Reusable Latent Building Blocks for Multi-Agent Systems
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5ca34f14-7acd-411e-a055-3af5bcbe028e · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Giurgiu, S
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6ebfe124-1dd6-4dd8-8012-07c190aa6a07 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation acb79162-288b-4536-bdc7-4c6a503706c5 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 141cded6-2e55-4aa0-be68-8cc7ec591939 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights HyperNetworks
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6cb8cc3a-1ae2-4076-ae17-6e7bfe4bd219 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c2df23c2-3490-49db-ac0e-70e5c61fb37b · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eea0bde6-3f5e-4677-a32e-3368c8ac05cf · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights AutoAgents: A Framework for Automatic Agent Generation
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 07f93340-9475-49db-b64d-039ce1d3db8b · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d453c9b0-e9b8-4114-a9be-ef251a52f9fd · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 023dbb29-9f06-4053-9a84-50f5e57f4a9a · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Zhang, Y
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c4d4ec6e-4b32-455d-92ee-212ac53fdcec · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 57b5a5f5-4c95-410a-8bdb-e19d62d18ddd · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bf095015-9357-4f0f-9ef0-6c936180b015 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 27f0db29-2383-4fbb-ab22-aa46b9dbadb2 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 42bf4e07-bf2d-4d0d-b212-4fe1ec86f032 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Deep Model Fusion: A Survey
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation de78daaf-8d34-45e3-84cb-78786d39b074 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Editing Models with Task Arithmetic
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c58ac51a-2871-49f3-9c25-ef702c213196 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Ilharco, S
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2cc6c544-cf2c-433a-92b1-95e1c25f58ea · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8c7ee8e0-2e44-4a23-b013-c49ca8bde3fb · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0c53ecbe-4753-4147-ae2b-87896f03f6ca · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3f0ea6d7-bf64-4120-b496-3c3008836670 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d99ced4e-a197-4848-8675-cdd283a8cbe1 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 16874694-91ee-4068-bcbc-8da56a7c3070 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2bf270ad-d56b-40d4-a296-766685270c83 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a506dde6-1b01-4ca1-bf5d-f635b408a255 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Doc-to-lora: Learning to instantly internalize contexts
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0bde0aba-4212-4c49-b573-bf0e4e4f7bc5 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation faa866a9-6483-4eb8-95ce-5fac1de01362 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Conditional LoRA Parameter Generation
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3e693b5d-b169-45d3-9770-4df865b91219 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Neural Network Diffusion
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e6a4493b-3c3e-4f14-8e72-38747d32a3cc · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 33fe7cf2-0dd7-4975-a301-f950fbfab9d0 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights W2t: Lora weights already know what they can do.arXiv preprint arXiv:2603.15990, 2026a
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 02de73fd-ce59-43d1-b911-0803b2a09a2a · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights HY-WU (Part I): An Extensible Functional Neural Memory Framework and An Instantiation in Text-Guided Image Editing
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ca54e938-54d5-4e6b-9c33-6f2b29b1704b · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Ahmed, Y
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 33d01a5e-bd72-4ce7-aa4d-0cc00b407f4d · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Training Verifiers to Solve Math Word Problems
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 210af15b-1802-457f-ad20-554826549b8e · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Measuring Mathematical Problem Solving With the MATH Dataset
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0ef1c19f-2dec-44d0-9541-68211f026deb · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation af77695a-1791-46cb-bbab-77d9bde8b7fb · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Measuring Massive Multitask Language Understanding
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 67a594a1-0e11-456f-89d0-bcfd0a5d3d16 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation abb44deb-6a94-4044-9e84-27701d5df9c7 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Evaluating Large Language Models Trained on Code
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 04c23cc5-0662-4424-80ec-b42848939b76 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Program Synthesis with Large Language Models
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5dd3739f-6c04-462c-9a31-fd1f1f9ab0d9 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Qwen3 Technical Report
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a3e302db-fb61-4fdb-a40d-a77d2f467c06 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights OpenThoughts: Data Recipes for Reasoning Models
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b18604be-d3d3-45b0-bdaf-0c84d3d942ed · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Sky-t1: Train your own o1 preview model within $450
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 055425b3-11f5-4824-8da1-5615ba6ac839 · outbound
Good Agentic Friends Do Not Just Give Verbal Advice: They Can Update Your Weights Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.