Paper Citation Record · LEDGER

What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2602.01334.

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

pith.paper-citation-record.v1
2602.01334 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:59:57.548507Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T15:15:48.194654Z

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 9701aa3b-3a68-4dba-9784-fd1efbb27bb0 · inbound

TACO: Tool-Augmented Credit Optimization for Agentic Tool Use cites this paper.

TACO: Tool-Augmented Credit Optimization for Agentic Tool Use What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom

Reference 78

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:15:48.195930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8d8d84ba-c45b-4320-850e-cf1df276870b · inbound

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing cites this paper.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:18.518291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a876a71-0e2f-4f72-80a6-c1bae61c346b · inbound

Thinking Once Is Enough: Intermediate-Layer Evidence Routing for High-Resolution VQA cites this paper.

Thinking Once Is Enough: Intermediate-Layer Evidence Routing for High-Resolution VQA What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-01T00:39:52.987906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be34feac-cd66-4ded-9b50-32ed519f3027 · inbound

The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images cites this paper.

The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:57.548507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.