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Paper Citation Record · LEDGER

A Survey on Agent Workflow -- Status and Future

As of 13 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 1 inbound Pith citation observation for arXiv:2508.01186.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.01186 v1

Coverage vector

measured 97 of 97 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:52:42.114533Z

measured 98 of 98 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T12:05:38.965920Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T19:21:09.543762Z

Reference resolution

97 of 97 outbound references displayed

  • verified exact2
  • verified fuzzy44
  • unresolved51
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9d426f4-c078-4349-877e-9b40e3386b46 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-06T05:52:41.623956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.623956Z digest=sha256:ec92934e18c5406fbf2489e6c2659cd94ba71af3ae04cf4e09859991c8c809ac

Observation aba168d2-1b91-430d-9192-a84b26899b50 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 2

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no resolver link, observed 2026-08-06T05:52:41.629858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.629858Z digest=sha256:6b9ecba053c98d585b882bcbd8b1e133cdb8513edf3a34101db357d0d6021622

Observation fc96e11d-64a9-447d-8f0a-f4c1b3c13495 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.635033Z digest=sha256:834cab44a201482cdabcd3df8efba27e6548e0874f345b2cce61ce3c13ed3c2e

Observation 2905cfbe-62e8-4b58-afd8-cda42f7583fe · outbound

This paper cites This makes workflows highly flexible and human- readable, but also less standardized and harder to validate.

A Survey on Agent Workflow -- Status and Future This makes workflows highly flexible and human- readable, but also less standardized and harder to validate

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.639745Z digest=sha256:b2e686b2b6390407bbcbacee41004a9ab0e9f99d22ee9c440e81832d468fad39

Observation a0e1e134-6da4-4f7f-bb20-3ce4f7ac2f87 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 5

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no resolver link, observed 2026-08-06T05:52:41.645016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.645016Z digest=sha256:ed294cfa8739ec89adb1939c13f4eb958dc460cbda853ae3921d55bccf8f74f2

Observation 940ad954-1a11-41b8-bb28-dda928791efd · outbound

This paper cites WebSocket, etc.

A Survey on Agent Workflow -- Status and Future WebSocket, etc

Reference 6

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no resolver link, observed 2026-08-06T05:52:41.649979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.649979Z digest=sha256:63110086ef589a8ae096e6503693a1c7efd008efbf3587aaa0fd7870958c7967

Observation c8f27e83-2320-4fff-a1b0-dc497e92dca7 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 7

Resolution
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no resolver link, observed 2026-08-06T05:52:41.655483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.655483Z digest=sha256:5320356deb5ca5b9c42249c62639f62c91db7e11a7989eb31baa518d35a7f822

Observation c546d9f8-ce6d-4ee2-b70d-42b61ae804b8 · outbound

This paper cites Chain Workflow: Decomposing a general task into a sequence of steps, where each step depends on the output of the previous one.

A Survey on Agent Workflow -- Status and Future Chain Workflow: Decomposing a general task into a sequence of steps, where each step depends on the output of the previous one

Reference 8

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no resolver link, observed 2026-08-06T05:52:41.660164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.660164Z digest=sha256:97fe8fa6764cc3087fbaf0610a409714ce8ea071de98bc35045142e0aed89099

Observation 9fe3faba-4559-420f-b139-63a4621b2943 · outbound

This paper cites It determines whether a task proceeds in a fixed procedural order (static workflow), or adaptively changes based on agent decisions (dynamic workflow).

A Survey on Agent Workflow -- Status and Future It determines whether a task proceeds in a fixed procedural order (static workflow), or adaptively changes based on agent decisions (dynamic workflow)

Reference 9

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no resolver link, observed 2026-08-06T05:52:41.664980Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T05:52:41.664980Z digest=sha256:6ff76639f87b5c18ae1acce61798709dfd3c633fb83dc1f69ec5537b4ce68952

Observation 49a374ed-4c49-4653-88b6-daa1b28aacc3 · outbound

This paper cites Problem solving permeates every stage of the workflow.

A Survey on Agent Workflow -- Status and Future Problem solving permeates every stage of the workflow

Reference 10

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source=pdf_text observed=2026-08-06T05:52:41.669901Z digest=sha256:7c3905b1ac76d99edb7fa97d2524068f4279f14b67c55b38e206022be00bf239

Observation 3d2aa6cc-a944-4d36-880c-986e8682b6ac · outbound

This paper cites thinks” while taking “actions.

A Survey on Agent Workflow -- Status and Future thinks” while taking “actions

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.674550Z digest=sha256:9d7606ba2ad57d270670375e5a0ef27a9ed1b4ff250854188c23b7aa660394d8

Observation 166054db-7d21-4917-87bf-06d58ad9bb25 · outbound

This paper cites For example many products of OpenAI only allow to call the API of Open AI.

A Survey on Agent Workflow -- Status and Future For example many products of OpenAI only allow to call the API of Open AI

Reference 12

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no resolver link, observed 2026-08-06T05:52:41.679894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.679894Z digest=sha256:6a3bea132977ec15106a04a542786c86ba1699646c02c2ec0131e9623e9856af

Observation 3e52ea64-4dd9-4c5e-a6e4-c5ea58bb920d · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-06T05:52:41.684575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.684575Z digest=sha256:674123b5ed2f579396198db783ceec4381c7c41c103d9a863e49d12f652abcbe

Observation 723c22e3-e8fa-4f5e-9873-8818674efa78 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.689498Z digest=sha256:32612a8a4ba8fc2236d02ffc29877ad9c56d035a6f5577a73de61dd9857c2a03

Observation 5e1f8d2d-0308-4325-a820-5307a8181d9b · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.694109Z digest=sha256:cb1eb29746730c2990fe6f03d881c981eef48914d343e166f32363efd0022929

Observation dfbaa5f9-969e-48cf-b17a-b05c0fce5d26 · outbound

This paper cites no- code agent execution shell.

A Survey on Agent Workflow -- Status and Future no- code agent execution shell

Reference 16

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no resolver link, observed 2026-08-06T05:52:41.698810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.698810Z digest=sha256:5e1d3c26383f2c7b231c35550adf11d1d02fe15cb25e7f63cf0aaa6e2c053422

Observation d6287ae9-8609-4ea2-9863-857e7406fa2f · outbound

This paper cites Rug pulls in which attackers alter tool descriptions after user authorization (e.g., in MCP).

A Survey on Agent Workflow -- Status and Future Rug pulls in which attackers alter tool descriptions after user authorization (e.g., in MCP)

Reference 17

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no resolver link, observed 2026-08-06T05:52:41.703819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.703819Z digest=sha256:36d896841a10252e865015b69929335bd54250a35d04cbda611619b1aa20a7c2

Observation 94afb94a-1201-419b-8358-c707445a2842 · outbound

This paper cites Secondly, during the update phase, there are still some issues that may pose a threat to AI agents accessing the MCP.

A Survey on Agent Workflow -- Status and Future Secondly, during the update phase, there are still some issues that may pose a threat to AI agents accessing the MCP

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-06T05:52:43.586724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.709411Z digest=sha256:d14bf4915a6f8528c320e22223716b443e6d8156f3c7d4de0493ffc631a86bfd

Observation 3dec0199-0f0f-49b4-a64f-74eb80a3c514 · outbound

This paper cites Adversarial data poisoning attacks pose a significant threat to LLM-based AI Agents; seemingly harmless prompts, when concatenated, may contaminate the model.

A Survey on Agent Workflow -- Status and Future Adversarial data poisoning attacks pose a significant threat to LLM-based AI Agents; seemingly harmless prompts, when concatenated, may contaminate the model

Reference 19

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raw_fallback, observed 2026-08-06T05:52:43.568152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.714351Z digest=sha256:d4282564e3b9dfa60273b685e2120ebdbe3e8b4dbb7cd4d82a5330d8ef01a49f

Observation 0de2e91a-a7f6-4be4-a737-0e661bbb2aad · outbound

This paper cites For competition threats, malicious competitive behaviors, ethical concerns is found.

A Survey on Agent Workflow -- Status and Future For competition threats, malicious competitive behaviors, ethical concerns is found

Reference 20

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raw_fallback, observed 2026-08-06T05:52:43.546089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.718949Z digest=sha256:88425fbcb8bdf89cd202d2b44a8bf9540825b5d3edba728b68e088b2eda80f95

Observation af28e87c-16ae-4b3a-b81f-b6b1f5783713 · outbound

This paper cites Short- term memory may encounter capacity limitations, leading to information loss.

A Survey on Agent Workflow -- Status and Future Short- term memory may encounter capacity limitations, leading to information loss

Reference 21

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raw_fallback, observed 2026-08-06T05:52:43.519625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.724626Z digest=sha256:79d4618492857888d7a507e8470b1287a40a38aeb8b713b5cd221c6808ce7168

Observation 3007fd0c-478c-4f6b-a05b-486ca23d3e1b · outbound

This paper cites What if gpt4 became autonomous: The auto- gpt project and use cases,.

A Survey on Agent Workflow -- Status and Future What if gpt4 became autonomous: The auto- gpt project and use cases,

Reference 22

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raw_fallback, observed 2026-08-06T05:52:43.501015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.729692Z digest=sha256:b74a86ab20fde339435ae1361c10bad6c6b303689c96514bbde4db8db8d90fca

Observation 303ce9ef-4b13-4d99-a651-2ba2dc594ce4 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

A Survey on Agent Workflow -- Status and Future MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 23

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no resolver link, observed 2026-08-06T05:52:41.734781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.734781Z digest=sha256:cf8d44be304a073053678b45bcaaf7827ab43e7740712d2b1bcede73c6a52cb6

Observation 3e027213-c44b-4bc3-8d68-98e0de18ae7f · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

A Survey on Agent Workflow -- Status and Future AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 24

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no resolver link, observed 2026-08-06T05:52:41.740024Z

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source=pdf_text observed=2026-08-06T05:52:41.740024Z digest=sha256:4be4abad6eafc801c3747dd934f2c0451d3c481ee0ad427205684f1cecb2732f

Observation 897c7f65-b884-48d9-90cb-9c630a81d962 · outbound

This paper cites Building effective agents.

A Survey on Agent Workflow -- Status and Future Building effective agents

Reference 25

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raw_fallback, observed 2026-08-06T05:52:43.484306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.745150Z digest=sha256:bada3b702bf82609546e8e54d67f210f6ae03f78138a6a57481f68dc70647579

Observation ecde07c2-1c08-4f2c-8c6d-08d93cabcb14 · outbound

This paper cites AutoFlow: Automated Workflow Generation for Large Language Model Agents.

A Survey on Agent Workflow -- Status and Future AutoFlow: Automated Workflow Generation for Large Language Model Agents

Reference 26

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no resolver link, observed 2026-08-06T05:52:41.750454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.750454Z digest=sha256:dc78b4cf089d976ab37c93d3d1d60dea1479a38edecd0548b28f5496f6f68357

Observation 286effc6-941c-4354-a874-1648fb7942da · outbound

This paper cites A survey on llm-based multi-agent systems: workflow, infrastructure, and challenges,.

A Survey on Agent Workflow -- Status and Future A survey on llm-based multi-agent systems: workflow, infrastructure, and challenges,

Reference 27

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no resolver link, observed 2026-08-06T05:52:41.756318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.756318Z digest=sha256:9df7bfa0ef66641a094e895ba71b48434c6e9109820f2c4c5bf369358ed826ca

Observation 01f122aa-0073-431d-90a9-671ee8b88773 · outbound

This paper cites Multiagent learning is not the answer. it is the question,.

A Survey on Agent Workflow -- Status and Future Multiagent learning is not the answer. it is the question,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-06T05:52:43.458187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.761837Z digest=sha256:ad6f4a24380ef052937fbb71e1dc2a9244fa7594fdd125147c8e557b755c155a

Observation 8f6a165a-8414-4399-ba67-114c5fe9afd5 · outbound

This paper cites Ag2: Open-source agentos for ai agents,.

A Survey on Agent Workflow -- Status and Future Ag2: Open-source agentos for ai agents,

Reference 29

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raw_fallback, observed 2026-08-06T05:52:43.442926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.767231Z digest=sha256:f678fd8f3a8cf559a3c8b96ec472110e2f9f1a51dde8b838da0c3ed1a95574c1

Observation 15c065ce-aaa7-46f6-ada4-b4e298724d4b · outbound

This paper cites Pattern based analysis of bpel4ws,.

A Survey on Agent Workflow -- Status and Future Pattern based analysis of bpel4ws,

Reference 30

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raw_fallback, observed 2026-08-06T05:52:43.425884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.772627Z digest=sha256:88c7cce3ce048834dda1e31ea17018cdaf94565b8b63c02f9b35e28cee09b334

Observation 370ade01-11bc-4065-9de1-099da052470c · outbound

This paper cites Towards adaptive workflow enactment using multiagent systems,.

A Survey on Agent Workflow -- Status and Future Towards adaptive workflow enactment using multiagent systems,

Reference 31

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raw_fallback, observed 2026-08-06T05:52:43.409976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.777972Z digest=sha256:0908d12c6fb4d652f03be19d55371f29cbec7652ed103bc9542ed1907b6fa889

Observation 1b8a84ee-b3e7-41f4-a020-1b18aa013af0 · outbound

This paper cites The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey.

A Survey on Agent Workflow -- Status and Future The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Reference 32

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no resolver link, observed 2026-08-06T05:52:41.782888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.782888Z digest=sha256:86b54f5a240b4dfc9810a560bbec34edb09b5dc9e59d697650f017a88294a642

Observation 5b9772ad-d264-433e-b04d-eb14128ef5d2 · outbound

This paper cites Workflowllm: Enhancing workflow orchestration capability of large language models,.

A Survey on Agent Workflow -- Status and Future Workflowllm: Enhancing workflow orchestration capability of large language models,

Reference 33

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raw_fallback, observed 2026-08-06T05:52:43.393389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.788029Z digest=sha256:1306715fbbc57b18c0c82a47c2d92803a55c040b4793ba1adbb8d28dbb057586

Observation 0eca7a6c-54de-4bed-8819-a364aa979b11 · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

A Survey on Agent Workflow -- Status and Future Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 34

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no resolver link, observed 2026-08-06T05:52:41.793187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.793187Z digest=sha256:776e68ace4f770a4bb7d9e1fe56b9fb940029c47b18570d4c19e96ee8c5bd60d

Observation e5a70b46-cc34-4adb-bbb0-775747ec1275 · outbound

This paper cites React: Synergizing reasoning and acting in language models,.

A Survey on Agent Workflow -- Status and Future React: Synergizing reasoning and acting in language models,

Reference 35

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raw_fallback, observed 2026-08-06T05:52:43.377480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.798600Z digest=sha256:14701719f9bcfe70c7b1967657f27dedc488fb058c425418cc00374b69687719

Observation d1223669-219f-4882-b375-b6729e71204e · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models,.

A Survey on Agent Workflow -- Status and Future Tree of thoughts: Deliberate problem solving with large language models,

Reference 36

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raw_fallback, observed 2026-08-06T05:52:43.362602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.803483Z digest=sha256:f10c72eacae757eaa250964fa23e2f88cbdcdd9daaf0e903307d8475252ae780

Observation 0406e6c0-ea0f-4bfb-952b-30be548e4337 · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

A Survey on Agent Workflow -- Status and Future Reasoning with Language Model is Planning with World Model

Reference 37

Resolution
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no resolver link, observed 2026-08-06T05:52:41.808431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.808431Z digest=sha256:b0900d9eb16afc2d3c9394da75f07bf034b9d53ec9011eb2d2af5e2cbbba95de

Observation 101d6d93-9092-4880-958d-1f442ca538b7 · outbound

This paper cites Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference.

A Survey on Agent Workflow -- Status and Future Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference

Reference 38

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source=pdf_text observed=2026-08-06T05:52:41.813790Z digest=sha256:f50fa514b21758c025da8c9281e5c5d9a2cf082ded388a18e5dd453c0353ef82

Observation b9868ea9-f721-4b88-ada0-2a6c9d14d121 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

A Survey on Agent Workflow -- Status and Future Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 39

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source=pdf_text observed=2026-08-06T05:52:41.819113Z digest=sha256:3308a264349ce33ebeac84c3410f3d005a24ccfbe55072ecf347858950537393

Observation 4d70ca09-92aa-44c0-b34e-1a5f5984f843 · outbound

This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.

A Survey on Agent Workflow -- Status and Future Inner Monologue: Embodied Reasoning through Planning with Language Models

Reference 40

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source=pdf_text observed=2026-08-06T05:52:41.824703Z digest=sha256:1186d3fe31529048c5a9b9cb9f5e8b8341c9d6d5c64fd1eb412847a7cb7fc963

Observation eb1f0416-268c-4ae4-a57e-1ff72558dda4 · outbound

This paper cites Creating large language model appli-cations utilizing langchain: A primer on developing llm apps fast,.

A Survey on Agent Workflow -- Status and Future Creating large language model appli-cations utilizing langchain: A primer on developing llm apps fast,

Reference 41

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.830236Z digest=sha256:17d390878c90bbbf5d0c1cb20da799b0a7da40e3be2f28c458fe735d19147560

Observation d0ed7731-1356-42c8-bfd8-87626ff1a519 · outbound

This paper cites Auffarth, Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT, and other LLMs.

A Survey on Agent Workflow -- Status and Future Auffarth, Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT, and other LLMs

Reference 42

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.837021Z digest=sha256:4f68114c63a4518d54a7e2fcceb9fbc990aebdb4d2f91d59096d38c4f57b348c

Observation c973c28c-b3c0-4c04-b126-685920cac381 · outbound

This paper cites API Agents vs. GUI Agents: Divergence and Convergence.

A Survey on Agent Workflow -- Status and Future API Agents vs. GUI Agents: Divergence and Convergence

Reference 43

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source=pdf_text observed=2026-08-06T05:52:41.841913Z digest=sha256:048d15aeb6a2ed2b9526bf8726028f8d4bc192740a9e2ed0a0332314025e476c

Observation 8bd17f96-ddc6-4465-803a-a5dda64897e0 · outbound

This paper cites ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models.

A Survey on Agent Workflow -- Status and Future ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models

Reference 44

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source=pdf_text observed=2026-08-06T05:52:41.846694Z digest=sha256:0b1ef466991d48e1fb6ae826f2157a2856c948fd01ab9c00f133fd24e3519fdc

Observation 84ad4fd3-042b-41bf-ba6a-47b1a31ad1f4 · outbound

This paper cites Optimization for reinforcement learning: From a single agent to cooperative agents,.

A Survey on Agent Workflow -- Status and Future Optimization for reinforcement learning: From a single agent to cooperative agents,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:43.313862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.851827Z digest=sha256:4ca21cf71e64837680dd9ced7dfa7a8fc34b8c7ad29de749f36c673fe349f783

Observation c0a06c4a-f615-4de9-b6d3-d8014eaf81b7 · outbound

This paper cites Multi-objective meta- heuristics: An overview of the current state-of-the-art,.

A Survey on Agent Workflow -- Status and Future Multi-objective meta- heuristics: An overview of the current state-of-the-art,

Reference 46

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.856683Z digest=sha256:9ffeeeb72a65b079c9380652bd3289b804604dcd1e5a4850c6e28f389d37517a

Observation 0b396b62-aca9-43b6-945a-b42b203cfd50 · outbound

This paper cites Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning.

A Survey on Agent Workflow -- Status and Future Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning

Reference 47

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verified exact
local_arxiv, observed 2026-08-06T05:52:42.623185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.861501Z digest=sha256:bbc2db0fbe06823f4161b873733d257e39e46e908b92c18909a7d8563337eb17

Observation 0f8a9a75-ccfb-443b-bb03-605a74b0074c · outbound

This paper cites Large Language Models as Optimizers.

A Survey on Agent Workflow -- Status and Future Large Language Models as Optimizers

Reference 48

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T05:52:41.866492Z digest=sha256:c0df79fe8304ba6183f3f03e098774e4be7e0b9081eba6a7dda6152542606301

Observation 6f9d6b9a-eed3-4a2a-8f6f-b3ff47118948 · outbound

This paper cites TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools.

A Survey on Agent Workflow -- Status and Future TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 49

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source=pdf_text observed=2026-08-06T05:52:41.872462Z digest=sha256:4a200998aab4f8ba1996aae48241a710b312705d89e80e9820ac4278514be8da

Observation d22ce808-0a12-48c4-acbe-eaabc15288d6 · outbound

This paper cites LiPUP-MA: A Residential Experience-centric Multi-Agent Framework for Living-in-the-loop Participatory Urban Planning.

A Survey on Agent Workflow -- Status and Future LiPUP-MA: A Residential Experience-centric Multi-Agent Framework for Living-in-the-loop Participatory Urban Planning

Reference 50

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source=pdf_text observed=2026-08-06T05:52:41.878585Z digest=sha256:3634ad36ad6f36c1a35dc5328bddefc35c0c09ec58648d19ac9caf89f2e925c2

Observation 97fc4ba1-5733-429f-8175-8029180f6637 · outbound

This paper cites FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models.

A Survey on Agent Workflow -- Status and Future FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models

Reference 51

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source=pdf_text observed=2026-08-06T05:52:41.883487Z digest=sha256:a0ecce9e859ee6a0645101101891566a54ee38e60b13a105ccd1fc39a5f5ee2a

Observation d492d931-1cec-481b-b0b4-1ac1695e864a · outbound

This paper cites Enhanc-ing investment analysis: Optimizing ai-agent collaboration in financial research,.

A Survey on Agent Workflow -- Status and Future Enhanc-ing investment analysis: Optimizing ai-agent collaboration in financial research,

Reference 52

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raw_fallback, observed 2026-08-06T05:52:43.282742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.888352Z digest=sha256:1e05efe579359aa9c1c155cef10a78fcf9eb17852daa93786be68481ebc520a9

Observation f1e7d851-98f5-49ca-ad89-0c7d68b0b321 · outbound

This paper cites Personalized feedback in massive open online courses: Harnessing the power of langchain and openai api,.

A Survey on Agent Workflow -- Status and Future Personalized feedback in massive open online courses: Harnessing the power of langchain and openai api,

Reference 53

Resolution
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raw_fallback, observed 2026-08-06T05:52:43.265484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.892739Z digest=sha256:68c976649fdd81e563abb2cf6f600476b1c3f3e9815a042b519d57c470581942

Observation a423a120-4d09-460e-8404-3a886d413039 · outbound

This paper cites AI Agent for Education: von Neumann Multi-Agent System Framework.

A Survey on Agent Workflow -- Status and Future AI Agent for Education: von Neumann Multi-Agent System Framework

Reference 54

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source=pdf_text observed=2026-08-06T05:52:41.897092Z digest=sha256:118ed9d7af128b79c0b2ad9252e95fc97257745021f803e3324d7824edcc8cc0

Observation cbfd3a53-c9a5-4a26-a81d-03d64907c8cb · outbound

This paper cites Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction.

A Survey on Agent Workflow -- Status and Future Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction

Reference 55

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source=pdf_text observed=2026-08-06T05:52:41.902019Z digest=sha256:435f6991c44d58916678ae8125c295645464396149fca59bea69253e9c117c44

Observation 3b3ecd3a-76cb-49ad-a45f-3e4c3439d94a · outbound

This paper cites AI Agent as Urban Planner: Steering Stakeholder Dynamics in Urban Planning via Consensus-based Multi-Agent Reinforcement Learning.

A Survey on Agent Workflow -- Status and Future AI Agent as Urban Planner: Steering Stakeholder Dynamics in Urban Planning via Consensus-based Multi-Agent Reinforcement Learning

Reference 56

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verified exact
local_arxiv, observed 2026-08-06T05:52:42.510194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.906600Z digest=sha256:e790eb327a8d2f61b1c09272be82351af3cc57698e9a02a8c0e1180bb3f0cad4

Observation 9a5e631c-c84d-4640-a77e-69ba47113202 · outbound

This paper cites Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment.

A Survey on Agent Workflow -- Status and Future Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment

Reference 57

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source=pdf_text observed=2026-08-06T05:52:41.911058Z digest=sha256:96983ead677a6e9aae993d6bb2102b9d80533cf8f2a937e4ed7dfb4fc052947e

Observation 34039c2e-76c4-42c9-8362-fa4af5b6dcde · outbound

This paper cites Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents.

A Survey on Agent Workflow -- Status and Future Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Reference 58

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source=pdf_text observed=2026-08-06T05:52:41.916033Z digest=sha256:12f43326ac16b1e17865f653f2e110d4b7e3e7091e9a147ac772468041b2dcfd

Observation d042cf46-ad9f-47cc-b465-49c42d0d45cf · outbound

This paper cites An artificial intelligence agent technology based web distance education system,.

A Survey on Agent Workflow -- Status and Future An artificial intelligence agent technology based web distance education system,

Reference 59

Resolution
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raw_fallback, observed 2026-08-06T05:52:43.249907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.920723Z digest=sha256:522d2e4071509dd710d8d8c11db659d7c30239022a3b7c70a1f2843674fbeeaa

Observation 3900b50e-7b3b-4392-9b6f-9623bf48ab8f · outbound

This paper cites Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture.

A Survey on Agent Workflow -- Status and Future Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture

Reference 60

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source=pdf_text observed=2026-08-06T05:52:41.925444Z digest=sha256:175d9091d0b3fed1735547e54a2662ab96ac63614a33f18110423e7a70231641

Observation 1814bfe0-b384-4010-8217-3df1e13d9fed · outbound

This paper cites Model context protocol,.

A Survey on Agent Workflow -- Status and Future Model context protocol,

Reference 61

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raw_fallback, observed 2026-08-06T05:52:43.234398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.930307Z digest=sha256:3cac551248978e1401ff02541aa8c96ec5352c0f052fed4c5cee221606d1f625

Observation aa852a84-c0e3-44c0-abaf-4a760454b555 · outbound

This paper cites Ai agents under threat: A survey of key security challenges and future pathways,.

A Survey on Agent Workflow -- Status and Future Ai agents under threat: A survey of key security challenges and future pathways,

Reference 62

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raw_fallback, observed 2026-08-06T05:52:43.218184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.934553Z digest=sha256:1dfb8da626ffeb2ff2ed4e7d3437f80b9d3a09f4dbba906eea34d2182d345dc8

Observation ec1a3f9e-3829-491e-9a34-97e367d45f29 · outbound

This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.

A Survey on Agent Workflow -- Status and Future Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Reference 63

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source=pdf_text observed=2026-08-06T05:52:41.938863Z digest=sha256:fc072de8d0afb2244331090354893566706cb9c647a09e233246318f661993dd

Observation 107ef628-7c23-476c-a7e8-e02de8ef776f · outbound

This paper cites Mcp: Building a secure execution environment for agentic workflows,.

A Survey on Agent Workflow -- Status and Future Mcp: Building a secure execution environment for agentic workflows,

Reference 64

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verified fuzzy
raw_fallback, observed 2026-08-06T05:52:43.203889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.944505Z digest=sha256:43d95848af28c500df2ad167ad5c790ea5a91a2a99bfddac69ad9fe61b7d6405

Observation 07b529f1-a6df-4963-bd6a-818ad9e60773 · outbound

This paper cites Security of AI Agents.

A Survey on Agent Workflow -- Status and Future Security of AI Agents

Reference 65

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T05:52:41.949113Z digest=sha256:a00f4261a120db0035150d49cc5b4051f9c097d7210a15b9da7ddb2293a538a3

Observation 9e64e1ab-309f-4d98-ade6-73c1f834e8c9 · outbound

This paper cites The emerged security and privacy of llm agent: A survey with case studies,.

A Survey on Agent Workflow -- Status and Future The emerged security and privacy of llm agent: A survey with case studies,

Reference 66

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source=pdf_text observed=2026-08-06T05:52:41.954047Z digest=sha256:90023a3897a10fa63eb106f7fc88fa61205d090d4b62f29a2dc41e0338721ab5

Observation ad1845d6-d450-4b90-a854-b5fa0ffb049e · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

A Survey on Agent Workflow -- Status and Future Why Do Multi-Agent LLM Systems Fail?

Reference 67

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source=pdf_text observed=2026-08-06T05:52:41.959776Z digest=sha256:4196ef0ae2e78e68df71cfe2bc1ce9b880711c3dbf9c5ce5102dccb671f12dd3

Observation e7efb5ea-5ca9-4675-9ab6-4c7a3cc9883f · outbound

This paper cites Cooperative and competitive multi-agent systems: From optimization to games,.

A Survey on Agent Workflow -- Status and Future Cooperative and competitive multi-agent systems: From optimization to games,

Reference 68

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verified fuzzy
raw_fallback, observed 2026-08-06T05:52:43.189493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.965868Z digest=sha256:6c4b83b970d368964af89da6aa3c13c4cf03d52a443579baed3129f06a137940

Observation 67f2090c-2213-4c4a-8e0d-f8704afb6ff0 · outbound

This paper cites Unveiling Privacy Risks in LLM Agent Memory.

A Survey on Agent Workflow -- Status and Future Unveiling Privacy Risks in LLM Agent Memory

Reference 69

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.971244Z digest=sha256:fa7ec34a657d4917bbb17b3193f5a1d12db427d01f9e6a9ec802adbeaa4686b9

Observation 956f9f2d-c2f3-40b8-a187-01c5942f3fff · outbound

This paper cites Ai-based conversational agents: a scoping review from technologies to future directions,.

A Survey on Agent Workflow -- Status and Future Ai-based conversational agents: a scoping review from technologies to future directions,

Reference 70

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raw_fallback, observed 2026-08-06T05:52:43.173570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.977334Z digest=sha256:d5ad837396e896bb298df83eaa4342d433ead6c7a641e422b96f48d82ee80ef4

Observation 1396970c-c7e8-4c1b-88c7-3f786a704200 · outbound

This paper cites EvalAI: Towards Better Evaluation Systems for AI Agents.

A Survey on Agent Workflow -- Status and Future EvalAI: Towards Better Evaluation Systems for AI Agents

Reference 71

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T05:52:41.982936Z digest=sha256:c96fb5c7c7d12a3b8087841a1c40f7dea31804ec9849fb03b363235b8ac7b2bb

Observation 7bfdc2ec-c3fd-4733-97a6-4a6971fd6b3e · outbound

This paper cites The rise and potential of large language model based agents: A survey,.

A Survey on Agent Workflow -- Status and Future The rise and potential of large language model based agents: A survey,

Reference 72

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raw_fallback, observed 2026-08-06T05:52:43.157092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.989820Z digest=sha256:54884ea86ddb811b89eb9a3765727be7395f795c5dc64c8256a67bd3158d85b5

Observation 32f58d8f-690a-4980-bad2-f8ae614c6dc1 · outbound

This paper cites Multi-agent pathfinding: Defi- nitions, variants, and benchmarks,.

A Survey on Agent Workflow -- Status and Future Multi-agent pathfinding: Defi- nitions, variants, and benchmarks,

Reference 73

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raw_fallback, observed 2026-08-06T05:52:43.139824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:41.995892Z digest=sha256:00068b962ec038dace7fbc948a22a9affea35c257a4100a218d425cf3ffe49fd

Observation df61ec19-eae4-49ed-898c-672e4c062400 · outbound

This paper cites Analysis of the anytime mapf solvers based on the combination of conflict-based search (cbs) and focal search (fs),.

A Survey on Agent Workflow -- Status and Future Analysis of the anytime mapf solvers based on the combination of conflict-based search (cbs) and focal search (fs),

Reference 74

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raw_fallback, observed 2026-08-06T05:52:43.122348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.002234Z digest=sha256:f8ce3bad9e5f4059475dd90c7a2ee1b7a832159cc6d4ae83a2c23c06d5cc057c

Observation cee614d8-be7d-4d2f-87da-c1a7f6a8ce4e · outbound

This paper cites agentuniverse: Multi-agent ecosystem for autonomous agents,.

A Survey on Agent Workflow -- Status and Future agentuniverse: Multi-agent ecosystem for autonomous agents,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:43.101126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.007036Z digest=sha256:fc7ed0bf8250c2832fd138f78788985ab15c83b51b3212ab9cd10b5f763cd638

Observation 6e847abb-168c-4782-a446-ff9157631d01 · outbound

This paper cites AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.

A Survey on Agent Workflow -- Status and Future AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-06T05:52:42.011650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:42.011650Z digest=sha256:387364e782f8221a9d2e02a7b58e35d860e58ff8a76f708caffa5c3be04d7a19

Observation a7ea2b51-9239-49ea-bef6-61054798335d · outbound

This paper cites Agno: An agentic workflow framework for llm applications,.

A Survey on Agent Workflow -- Status and Future Agno: An agentic workflow framework for llm applications,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:43.080066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.017995Z digest=sha256:4f039519bb7f85fb09141ac4c6637db17acbe0aee799149463e6531dce30b465

Observation 424fda92-255e-4226-a10d-cf5ec8c7b451 · outbound

This paper cites Camel: Communicative agents for.

A Survey on Agent Workflow -- Status and Future Camel: Communicative agents for

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:43.063885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.022724Z digest=sha256:499ceccc7901650c30e47eca75300938bfefedd546afb829aab0b9d497e10536

Observation 2c52042f-385f-4ddd-8a7d-e6f64b1f0af4 · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

A Survey on Agent Workflow -- Status and Future ChatDev: Communicative Agents for Software Development

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-06T05:52:42.027354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:42.027354Z digest=sha256:7e738516e0f934c1c2d3d4e8f3c57857fa4f8a579fba14fe766dbec7d5545793

Observation faf15cf4-85f7-41ff-ba39-16fd8112a071 · outbound

This paper cites Coze: An open framework for building agentic applications,.

A Survey on Agent Workflow -- Status and Future Coze: An open framework for building agentic applications,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:43.045977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.031959Z digest=sha256:8268e460f34356a4ae53806230e2b19e773315e642bcd9032c006601ec330bf3

Observation cca02938-5b4f-4f0b-b617-69028a1ff2b1 · outbound

This paper cites CREW: Facilitating Human-AI Teaming Research.

A Survey on Agent Workflow -- Status and Future CREW: Facilitating Human-AI Teaming Research

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T05:52:42.036634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:42.036634Z digest=sha256:dea7b3a4b5c6bb5b255ec0f1fec76866f054389db3c03779574631e93067e11e

Observation 85e6b8f3-a36e-41f6-a0d4-528259e9e6b6 · outbound

This paper cites Introducing deep research: Openai’s new system for collab- orative reasoning,.

A Survey on Agent Workflow -- Status and Future Introducing deep research: Openai’s new system for collab- orative reasoning,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:43.027428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.042471Z digest=sha256:c28bf74c6f5a87f9bd687dff929612ec699f91cce989d93630bd0206ca74a2b0

Observation aac49d29-3f19-4929-a0bc-73f88e1b3964 · outbound

This paper cites Dify: Open-source llm application devel- opment platform,.

A Survey on Agent Workflow -- Status and Future Dify: Open-source llm application devel- opment platform,

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.998023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.047272Z digest=sha256:6bec0fb75cab10c0d00a351e93eba196f0b81d4d0e2c532f1e4f541fdb1af874

Observation 8f113fe0-91c2-4d1d-8c54-2060d59ad177 · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

A Survey on Agent Workflow -- Status and Future DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-06T05:52:42.051670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:42.051670Z digest=sha256:0bc95d4c0daade1848e8f6a22f51d19c31d2148c359ca5d26a17bbff08196c9d

Observation ff490854-a74b-474f-ab4e-bb450510b8b9 · outbound

This paper cites ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation.

A Survey on Agent Workflow -- Status and Future ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-06T05:52:42.057090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:42.057090Z digest=sha256:d1df6a0e0a5e2bac1b4331ca6d336f4655e487a057b13dc5844c40059a009ee3

Observation 72167ef4-00b1-4950-bbaa-d994508899a7 · outbound

This paper cites Flowise: Drag & drop ui to build llm apps with langchain,.

A Survey on Agent Workflow -- Status and Future Flowise: Drag & drop ui to build llm apps with langchain,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.975743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.062641Z digest=sha256:ae9e52efec60d0a1c222f3329d075376061574df155a28a52ca2de72128874a5

Observation 5705622d-c6af-48b2-9b17-fea42e712467 · outbound

This paper cites Langgraph: Stateful multi-actor workflow library for llm applications,.

A Survey on Agent Workflow -- Status and Future Langgraph: Stateful multi-actor workflow library for llm applications,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.954482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.067465Z digest=sha256:350493ca59e50d88de162363f044ebac44b2b936410f3515eca9a183c3052961

Observation 6f5aac6f-b56d-4956-8f13-d0b3500ce5d2 · outbound

This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.

A Survey on Agent Workflow -- Status and Future Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-06T05:52:42.072252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:42.072252Z digest=sha256:a8f43571a29f5cf9af3bfc9146d78b029c7a50d59d4019aca72b652abea57a6f

Observation dd08d80d-a2b3-4de4-ab09-562557ea0e11 · outbound

This paper cites n8n: Fair-code workflow automation platform with powerful ui and integrations,.

A Survey on Agent Workflow -- Status and Future n8n: Fair-code workflow automation platform with powerful ui and integrations,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.936826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.076796Z digest=sha256:3869b16ed477c1397ba2d5626decbc4049b00c328fdae150f3c7e236b0b9b58a

Observation 48af6161-facf-47ea-ba7e-40949260274e · outbound

This paper cites OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer.

A Survey on Agent Workflow -- Status and Future OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-06T05:52:42.081782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:42.081782Z digest=sha256:f8282e8ddd1089deeed484da65d5335d023b597f191b059dfada083667fb87cb

Observation a47e7f15-7e51-41d7-9bbb-4df36f75da31 · outbound

This paper cites Swarm: Multi-agent framework by openai,.

A Survey on Agent Workflow -- Status and Future Swarm: Multi-agent framework by openai,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.914543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.087021Z digest=sha256:95edb8512d2b6d08b65f644ecccd4662b8b93a6e29144a4cc4bd88bd2a1f91e7

Observation 0ce36171-b420-4577-8abc-34889bbe2c19 · outbound

This paper cites Phidata: A framework for building multi-modal agents with memory, knowledge, tools, and reasoning,.

A Survey on Agent Workflow -- Status and Future Phidata: A framework for building multi-modal agents with memory, knowledge, tools, and reasoning,

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.896048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.091571Z digest=sha256:1681c143867cd87225acd595f455225b5bc4b4f18d9ab8ee42e5f8dfdf5b984b

Observation 52236d4d-6012-4927-9385-57733fd9629f · outbound

This paper cites Qwen-agent,.

A Survey on Agent Workflow -- Status and Future Qwen-agent,

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.877052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.095905Z digest=sha256:dcc8b46209b274c95ba337340f9ee2f9ed28525e2d5ee07c62cadca264e8a7bb

Observation c9c17c6c-ded7-4442-afb5-ab5b986904c4 · outbound

This paper cites Semantic kernel,.

A Survey on Agent Workflow -- Status and Future Semantic kernel,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.858638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.101135Z digest=sha256:6cf234543559e62b2630bf5835a21c55a30c23d63702d952150eeae0eda39231

Observation 37fad1c6-668c-484f-924a-caf97a07c895 · outbound

This paper cites Swift: Fast, reliable, loosely coupled parallel computation,.

A Survey on Agent Workflow -- Status and Future Swift: Fast, reliable, loosely coupled parallel computation,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.842295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.105768Z digest=sha256:f24b2ec893ae2fff02ff2081fa8bda99e299c196b0973abb205afe7245a331c4

Observation dc9a4607-a9e5-43ff-bae7-7d8ca0a8c575 · outbound

This paper cites A notation and system for expressing and executing cleanly typed workflows on messy scientific data,.

A Survey on Agent Workflow -- Status and Future A notation and system for expressing and executing cleanly typed workflows on messy scientific data,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.825803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.110236Z digest=sha256:6ba1fe573466b8842e5b760daeca45de8a6fd2bce36839f5c54fb6de52762d0c

Observation 7944ea2a-3f45-4ce6-94db-a780aee05019 · outbound

This paper cites Agent2agent Protocol(A2A).

A Survey on Agent Workflow -- Status and Future Agent2agent Protocol(A2A)

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:52:42.808381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T05:52:42.114533Z digest=sha256:7737ed2505293df6a43043bbe56af894b50aaa7f6a0429609c3517da22109f07

Pith citing papers

Observation 5dd5f1c5-7d0b-4f43-83fe-d4e1387fa742 · inbound

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company cites this paper.

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company A Survey on Agent Workflow -- Status and Future

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:21:09.545711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-08T12:05:38.965920Z digest=sha256:e0530a2c99d007c9559a233e1cc9b838bd5a54a163c5f8d7d07716cc3ffa7996