Paper Citation Record · LEDGER

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents

As of 7 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2508.03991.

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

pith.paper-citation-record.v1
2508.03991 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T01:01:39.424733Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

26 of 26 outbound references displayed

verified exact3
verified fuzzy2
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 25c26f55-4929-4fec-9042-07e81c1d566d · outbound

This paper cites https://www.apple.com/siri/.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents https://www.apple.com/siri/

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:01:40.903568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0585650c-63eb-4435-b361-bdadfc646aa8 · outbound

This paper cites arXiv:2506.04651.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents arXiv:2506.04651

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:37.670161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d4f0352-5469-419f-afe5-f19a6fcb93fa · outbound

This paper cites Scaling Autonomous Agents via Automatic Reward Modeling And Planning.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Scaling Autonomous Agents via Automatic Reward Modeling And Planning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:37.745153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b22875bd-e345-49ce-b952-507909e4984e · outbound

This paper cites MCP-Zero: Active Tool Discovery for Autonomous LLM Agents.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:37.818667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f97ec52a-0584-45fd-b120-990800ea0a6c · outbound

This paper cites arXiv:2503.22458.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents arXiv:2503.22458

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.020591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8507fbf6-4904-41cc-ba87-804fd5cd7555 · outbound

This paper cites Enhancing LLM Agent Safety via Causal Influence Prompting.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Enhancing LLM Agent Safety via Causal Influence Prompting

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:01:40.339519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a38bc10a-98bb-4310-be74-d1af4ac8d3ee · outbound

This paper cites Automated Design of Agentic Systems.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Automated Design of Agentic Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.199014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d20334-4af1-4c98-b26d-04aca09afc25 · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.331803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e2d34f9-7486-4f4d-a495-89f856efe9d2 · outbound

This paper cites MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.378023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62023054-4f59-4d22-a34e-161cd3d1902c · outbound

This paper cites Truly Self-Improving Agents Require Intrinsic Metacognitive Learning.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Truly Self-Improving Agents Require Intrinsic Metacognitive Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.475397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ba97994-59f0-4cc4-b265-095907478448 · outbound

This paper cites Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.551062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a239fdd0-4947-4779-917e-e1479f6c945a · outbound

This paper cites ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.640678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1ba59cb-94fc-4e95-8896-a3cff2265162 · outbound

This paper cites AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.735705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70135a70-eceb-423a-b07c-84dae238ce06 · outbound

This paper cites PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.834811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bb92e2b-b0d5-422c-845c-e10e261409f0 · outbound

This paper cites Metacognition is all you need? Using Introspection in Generative Agents to Improve Goal-directed Behavior.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Metacognition is all you need? Using Introspection in Generative Agents to Improve Goal-directed Behavior

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.888685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42dd7e6d-f92f-4d50-9be0-0310eabffe6f · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.959343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7793412-3abb-4b1f-83ce-cadf67c88f94 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:39.049195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cd6ee95-2d44-49bf-ba5b-67eb7495c33f · outbound

This paper cites G\"odel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents G\"odel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:39.126391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8481138-b169-4045-a1cb-d5108e37b106 · outbound

This paper cites PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:39.208973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d044a9c-b199-4e6e-8d24-e13dc386e015 · outbound

This paper cites RATT: A Thought Structure for Coherent and Correct LLM Reasoning.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents RATT: A Thought Structure for Coherent and Correct LLM Reasoning

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:01:39.624131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f9f7fb82-890c-4100-a2c1-0759e7fbb3d8 · outbound

This paper cites Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:39.337634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f969a76d-0b59-47b8-a943-8dd6bf402043 · outbound

This paper cites MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:39.424733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fb47c77-4108-4eee-aaad-a69522a45aeb · outbound

This paper cites Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach

Reference 2021

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:01:40.156523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 21760285-7624-4c3e-8045-32f12828d6a1 · outbound

This paper cites Intelligent Virtual Assistants with LLM-based Process Automation.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Intelligent Virtual Assistants with LLM-based Process Automation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.094870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f8d475-8597-48e2-8183-c588272d363e · outbound

This paper cites Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:37.914313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fc92825-2849-44e9-88b0-4b51b1b49498 · outbound

This paper cites https://www.alexa.com.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents https://www.alexa.com

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:01:41.112043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.