Paper Citation Record · LEDGER

Allen: Rethinking MAS Design through Step-Level Policy Autonomy

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2508.11294.

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

pith.paper-citation-record.v1
2508.11294 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:03:31.306429Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy12
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9951ea78-3d3a-4b6c-b9d0-1998109bcfb5 · outbound

This paper cites Agent design pattern catalogue: A collection of architectural patterns for foundation model based agents.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Agent design pattern catalogue: A collection of architectural patterns for foundation model based agents

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:35.784636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8906b01f-6d27-4d76-8418-cd90737ed261 · outbound

This paper cites Multi-agent design: Optimizing agents with better prompts and topologies.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Multi-agent design: Optimizing agents with better prompts and topologies

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:29.358593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d71eb471-0f87-4324-8020-84c06d4dbbe8 · outbound

This paper cites Langchain.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Langchain

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:35.696619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4065664d-dff6-48d2-a0f8-fc6199dc17a0 · outbound

This paper cites an unresolved cited work.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:35.556341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce5ae630-82df-411f-8aaf-6cff732a744d · outbound

This paper cites Autogen: Enabling next-gen llm applications via multi-agent conversations.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Autogen: Enabling next-gen llm applications via multi-agent conversations

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:29.608956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f497f21-a97b-4141-83d3-3e772281a349 · outbound

This paper cites Metagpt: Meta programming for a multi-agent collaborative framework.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Metagpt: Meta programming for a multi-agent collaborative framework

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:35.299489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9a72a537-4f7d-4919-9161-e28663c1a232 · outbound

This paper cites Finding structure in time.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Finding structure in time

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:29.752651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b69b77e7-d50c-45e0-9405-d34125d122b1 · outbound

This paper cites A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:29.886627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad1a9f0a-0997-49a2-aca4-eec6dead01f5 · outbound

This paper cites Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:30.042810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32f1ef0a-fe84-4df6-b804-d17cca32af85 · outbound

This paper cites Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:30.207465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26a37f5e-53db-4158-ba61-e4b8bb4875cc · outbound

This paper cites SyncState.sync_state places the message into the message processing queue of Task State.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy SyncState.sync_state places the message into the message processing queue of Task State

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:35.001478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0636e1b8-bd06-4bc0-bbfe-2f15016ce95c · outbound

This paper cites • If no reply is needed: The receiver gets appended with a Process Message step (which doesn’t involve message delivery or replies to other entities).

Allen: Rethinking MAS Design through Step-Level Policy Autonomy • If no reply is needed: The receiver gets appended with a Process Message step (which doesn’t involve message delivery or replies to other entities)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:34.713650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5cf6ffaa-0005-46c2-88ef-7b4b7e75593b · outbound

This paper cites no_stage.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy no_stage

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:34.566357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 68ab3a00-52e8-4a13-9b43-79a87b0e9b48 · outbound

This paper cites • When waiting: The initiating Agent won’t execute any steps until all wait IDs are collected.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy • When waiting: The initiating Agent won’t execute any steps until all wait IDs are collected

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:34.429442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62aae150-d651-479c-9105-7b28bd8fbd55 · outbound

This paper cites an unresolved cited work.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:34.294684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58f5e689-6b20-45b3-b25e-520b66590df8 · outbound

This paper cites The Task Manager uses its own historical step information (such as previously obtained task and stage details) to generate commands for managing task progress.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy The Task Manager uses its own historical step information (such as previously obtained task and stage details) to generate commands for managing task progress

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:34.123813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8d9c568-32ea-4a1a-ab05-8c4f75ac5a5b · outbound

This paper cites • Based on these descriptions, the agent decides whether to invoke the tool.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy • Based on these descriptions, the agent decides whether to invoke the tool

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:34.023811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 09c4aa27-1997-4d6a-bdda-ecd57484798d · outbound

This paper cites • The agent then selects which specific capability to invoke.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy • The agent then selects which specific capability to invoke

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:33.789551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b5750d50-fe81-4b03-85b1-5456724c4f9e · outbound

This paper cites an unresolved cited work.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:33.558031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bf82a5b6-99fe-4c87-a961-8d1711aecfed · outbound

This paper cites an unresolved cited work.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:33.382934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5e1960f1-3951-42e2-b80b-701a012a6bde · outbound

This paper cites an unresolved cited work.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:33.168071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 95a12574-d75f-4d91-95d0-f51c64b6a833 · outbound

This paper cites an unresolved cited work.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:32.535722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5c62de2a-53dc-454f-b11b-0e97b9dbb9ec · outbound

This paper cites persistent_memory.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy persistent_memory

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:32.183331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6e9f8939-348c-40c7-b853-4490534d2102 · outbound

This paper cites an unresolved cited work.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:32.068273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0cf4f7af-cff6-42a2-81bf-d9667949c062 · outbound

This paper cites an unresolved cited work.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:31.936501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6196248e-8111-4b7f-868f-5951938ff64c · outbound

This paper cites an unresolved cited work.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:31.790481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c8a307bd-0d2e-4a9c-94ab-78bac44c8ee2 · outbound

This paper cites waiting"] in the LLM-generated preliminary message body, and add the unique waiting ID to agent_state[.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy waiting"] in the LLM-generated preliminary message body, and add the unique waiting ID to agent_state[

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:31.676384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6afcb56c-761a-4eb1-b468-a7775be2087a · outbound

This paper cites an unresolved cited work.

Allen: Rethinking MAS Design through Step-Level Policy Autonomy Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:31.530218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.