Paper Citation Record · LEDGER

Sleep-time Compute: Beyond Inference Scaling at Test-time

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2504.13171.

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

pith.paper-citation-record.v1
2504.13171 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:44:26.092102Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b4df177a-ad5a-4746-965c-6dd6f6c371d3 · inbound

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models cites this paper.

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 104

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T01:29:57.300400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4ce21b4e-fdd7-4e9b-98f7-45ca3d661dbe · inbound

Get Experience from Practice: LLM Agents with Record & Replay cites this paper.

Get Experience from Practice: LLM Agents with Record & Replay Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T14:44:26.092102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7c9cd2-6ba5-4a3c-85f3-dbecf690681f · inbound

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning cites this paper.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.784564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d62ab8-31e0-494b-b963-7493a212d1e6 · inbound

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency cites this paper.

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:16.813357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ad827e1-be5b-444f-9143-032054724748 · inbound

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions cites this paper.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:20:22.234919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e8ed1938-e0d5-4f34-90ce-a409a7d7977d · inbound

The Impact of Response Latency and Task Type on Human-LLM Interaction and Perception cites this paper.

The Impact of Response Latency and Task Type on Human-LLM Interaction and Perception Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:30:38.972709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 25a4f4b3-58de-49ba-8180-f4b5a24bec15 · inbound

BALAR : A Bayesian Agentic Loop for Active Reasoning cites this paper.

BALAR : A Bayesian Agentic Loop for Active Reasoning Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T17:36:06.194803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b7e1b6ee-f30a-4296-981a-3189bfbdeeb7 · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 196

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:09.896907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bac82a92-58aa-4b95-87d3-6ebeedcee7e5 · inbound

LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues cites this paper.

LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-05-13T03:57:12.676848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6a6200ac-890d-41e7-8b0a-8f95b5e94778 · inbound

Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents cites this paper.

Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:39:40.817902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a66a0761-dfb3-4662-b473-2d40739993a8 · inbound

IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents cites this paper.

IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:24:40.463925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents cites this paper.

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 2026-08-14T06:32:32.682623+00:00.

Observation 2a65fc42-9d07-484b-bc16-d84818a44b9e · inbound

Do Language Models Need Sleep? Offline Recurrence for Improved Online Inference cites this paper.

Do Language Models Need Sleep? Offline Recurrence for Improved Online Inference Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T21:43:59.502790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cc6233f8-4ac4-4cc1-a7b9-871782996bc5 · inbound

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories cites this paper.

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 117

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T02:26:26.766459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fcf1996c-2bee-4701-b8a6-7ae9ef718b2f · inbound

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories cites this paper.

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 117

Resolution: unresolved; no resolver link, observed 2026-07-13T07:44:25.325808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55465106-bec4-4720-b2aa-cf645776df6d · inbound

Evolving Agents in the Dark: Retrospective Harness Optimization via Self-Preference cites this paper.

Evolving Agents in the Dark: Retrospective Harness Optimization via Self-Preference Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:56:57.372876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 366d7d91-45cb-4d9f-b9b6-5e26457ace61 · inbound

Playful Agentic Robot Learning cites this paper.

Playful Agentic Robot Learning Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-07-04T00:49:19.296949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 671886ef-f4a6-411b-ba6b-9f38edc1453b · inbound

What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents cites this paper.

What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 69

Resolution: verified exact; local_arxiv, observed 2026-07-10T01:36:44.240069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1447c977-047d-4a09-abda-31a266bde9b3 · inbound

CrystalMem: Elastic Memory for Self-Evolving LLM Agents via Knowledge Crystallization cites this paper.

CrystalMem: Elastic Memory for Self-Evolving LLM Agents via Knowledge Crystallization Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T00:51:16.473345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.