Paper Citation Record · LEDGER

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents

As of 6 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2605.25971.

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

pith.paper-citation-record.v1
2605.25971 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T21:44:44.789852Z

measured 36 of 36 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

36 of 36 outbound references displayed

verified exact13
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0c82f0c2-6821-47dd-a9c2-2216d60059ab · outbound

This paper cites write newline.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 149c81fc-3964-4f8a-8623-09989a4b4ddd · outbound

This paper cites ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-06-29T21:54:00.008852Z

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 a6d60446-426a-463a-ac74-cdcb13de3a32 · outbound

This paper cites Proactive coping and preventive coping: Evidence for two distinct constructs.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Proactive coping and preventive coping: Evidence for two distinct constructs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdc97037-d66a-4ab1-a129-c58552874c56 · outbound

This paper cites Perltqa: A personal long-term memory dataset for memory classification, retrieval, and fusion in question answering.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Perltqa: A personal long-term memory dataset for memory classification, retrieval, and fusion in question answering

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4fc655b-e7a3-4fc7-9950-83196883f2c8 · outbound

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

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:04:00.592132Z

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 c2b7cc3f-44d7-47c3-9e19-ed54bd36440a · outbound

This paper cites The proactive coping inventory (pci): A multidimensional research instrument.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents The proactive coping inventory (pci): A multidimensional research instrument

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f3cde32-fc7f-4ce5-871a-814f9020bb07 · outbound

This paper cites Metareflection: Learning instructions for language agents using past reflections.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Metareflection: Learning instructions for language agents using past reflections

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a634cc6e-7bd3-4f09-8024-6b51988e4429 · outbound

This paper cites Designing the conversational agent: asking follow-up questions for information elicitation.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Designing the conversational agent: asking follow-up questions for information elicitation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ce7b651-d52e-48a9-859a-1aba35926f44 · outbound

This paper cites Proactive conversational agents in the post-chatgpt world.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Proactive conversational agents in the post-chatgpt world

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdf38768-d2ae-4ebc-8872-bb762dc321db · outbound

This paper cites Sleep-time Compute: Beyond Inference Scaling at Test-time.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:04:00.587141Z

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 1ebb49ee-9064-423f-811b-ac3a3740f5c9 · outbound

This paper cites ToolACE: Winning the Points of LLM Function Calling.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents ToolACE: Winning the Points of LLM Function Calling

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:04:00.589626Z

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 9b8daf3f-00ea-4555-b365-8a18d6de1fe4 · outbound

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

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:04:00.594676Z

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 cb65e77d-4d2b-46fd-82cc-6ce2450c0da4 · outbound

This paper cites Memgpt: towards llms as operating systems.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Memgpt: towards llms as operating systems

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dab79fd-0618-4554-aa61-1ef62711d062 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Generative agents: Interactive simulacra of human behavior

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9943c97-7109-46fb-adbb-fba07ad7b12b · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Reflexion: Language agents with verbal reinforcement learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bc471f6-5986-4228-bb48-19288baf4d05 · outbound

This paper cites Membench: Towards more comprehensive evaluation on the memory of llm-based agents.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Membench: Towards more comprehensive evaluation on the memory of llm-based agents

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c9f2c6-7d8d-4ef4-b342-a7c97ea729dd · outbound

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

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:04:00.599628Z

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 b994cfdd-15f5-4ccc-9596-1beed16231a8 · outbound

This paper cites Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-06-29T21:54:00.004464Z

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 e9021ac6-8f75-485c-8a70-09df890b4165 · outbound

This paper cites A survey on large language model based autonomous agents.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents A survey on large language model based autonomous agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dff959b-4c61-4379-9372-cdce3e395876 · outbound

This paper cites General agentic memory via deep research.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents General agentic memory via deep research

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:54:00.007133Z

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 1110bb69-e6da-4a44-bdf1-5079b81c5543 · outbound

This paper cites Lightweight LLM Agent Memory with Small Language Models.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Lightweight LLM Agent Memory with Small Language Models

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-06-29T21:54:00.013941Z

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 4598adb4-3bfe-49e2-9660-a7f2d816fc59 · outbound

This paper cites Memorybank: Enhancing large language models with long-term memory.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Memorybank: Enhancing large language models with long-term memory

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c242f586-10f7-4bff-9ed7-3d7f80224e03 · outbound

This paper cites S., O'Brien, J.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents S., O'Brien, J

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98be2d1c-8fe1-4535-977c-3d2f61fa75f1 · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents MemGPT: Towards LLMs as Operating Systems

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T21:54:00.016446Z

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 04bbf9df-d445-4741-94f9-0a9639054f2b · outbound

This paper cites MemoryBank: Enhancing large language models with long-term memory.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents MemoryBank: Enhancing large language models with long-term memory

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87415345-9fba-43a5-b484-783bf3e22614 · outbound

This paper cites SCM: Enhancing Large Language Model with Self-Controlled Memory Framework.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents SCM: Enhancing Large Language Model with Self-Controlled Memory Framework

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:54:00.011265Z

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 17ffa2b6-4c14-41e4-b9e1-d77d2d9fe8b0 · outbound

This paper cites Proactive computing: Foundations and implementations.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Proactive computing: Foundations and implementations

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95d1c2f2-88ec-4c67-b1ad-01f24c4426e9 · outbound

This paper cites A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:04:00.597219Z

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 29279e6a-a702-4d68-996f-a6c83ebe279b · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Reflexion: Language agents with verbal reinforcement learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf18d5c-da9d-4449-aa66-d8e4a716125a · outbound

This paper cites Collaborative filtering for conversational recommendation.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Collaborative filtering for conversational recommendation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7efb6fea-4d9d-48ff-942e-7f078a0c491a · outbound

This paper cites LaMP: When large language models meet personalization.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents LaMP: When large language models meet personalization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-29T21:44:44.789852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 775342d7-b70b-4a8b-8d23-a41b07ae831e · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2025.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents InFindings of the Association for Computational Linguistics: ACL 2025

Reference 37

Resolution: metadata mismatch; doi, observed 2026-06-29T21:53:58.830269Z

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 4f0e2d2e-ae7d-4810-aa44-6c77cb1f6f0c · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-06-29T21:54:00.006440Z

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 6d3303a7-8b14-415d-9408-4e91e5d6e03d · outbound

This paper cites MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:53:59.998819Z

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 b0fb3674-90ee-46da-8f09-f473317f9de4 · outbound

This paper cites PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:54:00.001322Z

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 c9db652a-2708-454e-b151-2c7ce2137977 · outbound

This paper cites arXiv preprint arXiv:2406.13144 , year=.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents arXiv preprint arXiv:2406.13144 , year=

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:54:00.003922Z

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.