Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T01:01:39.424733Z
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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.