Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2412.05299.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T23:04:37.202837Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T14:15:47.138504Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation f67b68d8-dae0-444b-bfcb-58605e6c90cc · inbound
Why Do Multi-Agent LLM Systems Fail? Specifications: The missing link to making the development of LLM systems an engineering discipline
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3fc76d51-5628-45b8-b966-6fea091d39aa · inbound
Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions Specifications: The missing link to making the development of LLM systems an engineering discipline
Reference 86
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 150ebb66-845b-4abf-a634-a4809332e06b · inbound
Engineering Robustness into Personal Agents with the AI Workflow Store Specifications: The missing link to making the development of LLM systems an engineering discipline
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 10df9ef3-0fcb-4c6d-bd22-40010ddabef0 · inbound
Engineering Robustness into Personal Agents with the AI Workflow Store Specifications: The missing link to making the development of LLM systems an engineering discipline
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ca33edcf-6e9e-4612-b594-2ffc7f5951e1 · inbound
Engineering Robustness into Personal Agents with the AI Workflow Store Specifications: The missing link to making the development of LLM systems an engineering discipline
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b105e076-7148-4652-8c04-1fcb8e4bcdf7 · inbound
AssumptionMiner: Extracting, Tracing, and Revising Implicit Assumptions in LLM Code Generation Specifications: The missing link to making the development of LLM systems an engineering discipline
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.