Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-13T09:34:43.258473Z
Paper Citation Record · LEDGER
IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents
As of 19 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 0 inbound Pith citation observations for arXiv:2604.05157.
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 2026-08-19T06:32:44.657259+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
6 of 6 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c5daaf74-df40-4f54-a1d7-55c57addafd5 · outbound
This paper cites Agent s: An open agentic framework that uses computers like a human.
IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents Agent s: An open agentic framework that uses computers like a human
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T09:34:43.258473Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4013570d-f79e-4094-a872-3a212fbee926 · outbound
This paper cites When right meets wrong: Bilateral context conditioning with reward-confidence correction for grpo.����� �������� ����������������, 2026a.
IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents When right meets wrong: Bilateral context conditioning with reward-confidence correction for grpo.����� �������� ����������������, 2026a
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T09:34:43.258473Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ca7e53f-b1fd-484d-a5e5-c4e80fc77ea8 · outbound
This paper cites Androidworld: A dynamic benchmarking environment for autonomous agents.
IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents Androidworld: A dynamic benchmarking environment for autonomous agents
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T09:34:43.258473Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89c1ff09-2a2b-4f9e-878e-e533a646638b · outbound
This paper cites Webarena: A realistic web environment for building autonomous agents.
IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents Webarena: A realistic web environment for building autonomous agents
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T09:34:43.258473Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f64dcca4-d7a9-47db-9b4e-5f56e3690681 · outbound
This paper cites MPNet + SigLIP2 + larger model.
IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents MPNet + SigLIP2 + larger model
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T09:34:43.258473Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2669bf29-0f65-44ea-8dec-dba600c25bc8 · outbound
This paper cites Adding incorrect-step negatives (labeled �� =.
IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents Adding incorrect-step negatives (labeled �� =
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T09:34:43.258473Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.