Pith. sign in

Paper Citation Record · LEDGER

On the Role of Feedback in Test-Time Scaling of Agentic AI Workflows

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2504.01931.

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

pith.paper-citation-record.v1
2504.01931 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T04:31:45.488773Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T14:15:55.323500Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cdc202cb-484f-4f88-960c-308ad55edffe · inbound

Security Considerations for Multi-agent Systems cites this paper.

Security Considerations for Multi-agent Systems On the Role of Feedback in Test-Time Scaling of Agentic AI Workflows

Reference 212

Resolution
verified exact
arxiv_id, observed 2026-05-15T14:15:55.325442Z

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.

source=pdf_text observed=2026-05-15T14:12:14.160789Z digest=sha256:134db561a81b4c555dd99173c41782b505d5ab0ddfec57ec5cac0364b8248d61

Observation a249ab60-1c90-4f2e-94fe-66ab8ebd3aec · inbound

Evaluation-driven Scaling for Scientific Discovery cites this paper.

Evaluation-driven Scaling for Scientific Discovery On the Role of Feedback in Test-Time Scaling of Agentic AI Workflows

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:05.819919Z

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.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:82203f320dc1d489c7b7b097f5ae31367db2c1f4d175aedddc5767a1abb2328d

Observation a4e7c07d-97a1-43d3-bee8-216d64bf164a · inbound

Interaction Scaling: Grounding the Third Axis of Test-Time Compute cites this paper.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute On the Role of Feedback in Test-Time Scaling of Agentic AI Workflows

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-14T04:31:45.488773Z digest=sha256:070688c79df068a1ba25903979d137b44736a285491c43b41689ca5eefab6bcf