Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2508.19504.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T10:20:42.094789Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 5fc8b545-4daa-4caf-9018-d1ad5b35e4dd · inbound
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Aegis: Taxonomy and Optimizations for Overcoming Agent-Environment Failures in LLM Agents
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d7d99522-aeb0-4016-b5c3-b86392a3243b · inbound
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Aegis: Taxonomy and Optimizations for Overcoming Agent-Environment Failures in LLM Agents
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 415f4973-8f73-49df-8cc2-755e667d9014 · inbound
Diagnosis-Driven Automatic Repair for Agentic Workflow via Symbolic Inference Aegis: Taxonomy and Optimizations for Overcoming Agent-Environment Failures in LLM Agents
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0362ab3c-6976-46e9-864c-f84a53a5dc99 · inbound
Don't Offer What Can't Be Done: Deterministic Executability Gating for LLM Skill Selection at Scale Aegis: Taxonomy and Optimizations for Overcoming Agent-Environment Failures in LLM Agents
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe62e75e-1728-43a8-81e8-54901ceac076 · inbound
SkillTV-Bench: Benchmarking How Well Judges Perform on Skill-Augmented Agentic Execution Aegis: Taxonomy and Optimizations for Overcoming Agent-Environment Failures in LLM Agents
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.