Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T05:54:40.059591Z
Paper Citation Record · LEDGER
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol
As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2606.04819.
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 2026-08-10T06:31:04.303077+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
21 of 21 outbound references displayed
- verified exact4
- verified fuzzy0
- unresolved17
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4a684c96-abdc-4bd6-bd01-5f8bec7ae671 · outbound
This paper cites Miller, A.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Miller, A
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e54fd334-dd21-4fd0-a31d-956f1aea815c · outbound
This paper cites Challenges of Proof-of-Useful-Work (PoUW).
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Challenges of Proof-of-Useful-Work (PoUW)
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T08:36:48.351399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 335fd4b9-a922-4d65-9db8-348e1ba865da · outbound
This paper cites Pearl: A layer-1 blockchain with proof of useful work.https: //pearlresearch.ai, 2025.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Pearl: A layer-1 blockchain with proof of useful work.https: //pearlresearch.ai, 2025
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4360b56d-7ffc-4b3b-b1b8-3a50759ce943 · outbound
This paper cites Proofs of useful work from arbitrary matrix multipli- cation.CoRR, abs/2504.09971, 2025.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Proofs of useful work from arbitrary matrix multipli- cation.CoRR, abs/2504.09971, 2025
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T08:36:48.346069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b830e133-b3bd-4ffa-a5b7-1afd454cb7b2 · outbound
This paper cites A Proof of Useful Work for Artificial Intelligence on the Blockchain.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol A Proof of Useful Work for Artificial Intelligence on the Blockchain
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T08:36:48.343665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b92f1613-04a0-412b-bf8d-b0672314d298 · outbound
This paper cites Baldominos and Y.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Baldominos and Y
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7bd72b5-b1fa-4310-9a88-cd8c69cab9f9 · outbound
This paper cites an unresolved cited work.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 719119e5-a5e1-4ca6-b8c4-861fbb4283db · outbound
This paper cites alpha-miner: GPU miner for the Pearl (PRL) network.https://github.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol alpha-miner: GPU miner for the Pearl (PRL) network.https://github
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a4b6b64-50a0-4211-b39d-7f3610249126 · outbound
This paper cites GPU rental marketplace and pricing.https://vast.ai/pricing, 2026.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol GPU rental marketplace and pricing.https://vast.ai/pricing, 2026
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf8ce6fd-1d27-4582-80d4-b3fa75ddbba9 · outbound
This paper cites an unresolved cited work.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e8bb107-6e4c-4fc5-9a7a-8280a97bd5bb · outbound
This paper cites Scaling up Trustless DNN Inference with Zero-Knowledge Proofs.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Scaling up Trustless DNN Inference with Zero-Knowledge Proofs
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T08:36:48.348959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation daa0a436-df27-4c99-bcde-9bfa0903b26c · outbound
This paper cites an unresolved cited work.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a89de682-e904-4514-ab8c-fb598eeb898a · outbound
This paper cites Schrijvers, J.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Schrijvers, J
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98a4e195-4679-4022-be8f-6a26cd97ea5c · outbound
This paper cites Frantar, S.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Frantar, S
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63209a01-b168-4365-92a1-01834d321988 · outbound
This paper cites Dettmers, M.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Dettmers, M
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a116075f-aabf-4c7e-8a06-7f2558be69b4 · outbound
This paper cites Together AI partners with Pearl Research Labs.https://www.together.ai/ blog/together-ai-partners-with-pearl-research-labs, 2026.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Together AI partners with Pearl Research Labs.https://www.together.ai/ blog/together-ai-partners-with-pearl-research-labs, 2026
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 098c9913-c791-478f-b2aa-851212a86d99 · outbound
This paper cites GPU mining Pearl:$200/day with proof of useful work.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol GPU mining Pearl:$200/day with proof of useful work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d60790c5-caec-472d-8f6e-620e6470e671 · outbound
This paper cites Will PEARL mining make a comeback? YouTube livestream,https: //www.youtube.com/watch?v=YJhZ2lVXiKc, May 31, 2026.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Will PEARL mining make a comeback? YouTube livestream,https: //www.youtube.com/watch?v=YJhZ2lVXiKc, May 31, 2026
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50d04028-b1b6-420d-94e1-41454d7430d8 · outbound
This paper cites an unresolved cited work.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5eaaf22-ee20-4f60-bc91-3ba5a2b8c1dc · outbound
This paper cites Filecoin energy dashboard.https://filecoin.energy/, 2026.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Filecoin energy dashboard.https://filecoin.energy/, 2026
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc188daf-3179-40f5-9891-488221c5e149 · outbound
This paper cites Dikshit, A.
The Usefulness Gap in Proof-of-Useful-Work: An Empirical Study of Pearl's cuPOW Protocol Dikshit, A
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T05:54:40.059591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.