Paper Citation Record · LEDGER

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure

As of 13 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2608.06657.

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

pith.paper-citation-record.v1
2608.06657 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:09:11.179013Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact3
verified fuzzy2
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7cb4d3e0-c689-453f-98f8-2272a57d68b7 · outbound

This paper cites Bayesian Online Changepoint Detection.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure Bayesian Online Changepoint Detection

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.135507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaa13be1-026c-451a-aa14-fff20392a518 · outbound

This paper cites A survey on feature drift adaptation: Definition, benchmark, challenges and future directions,.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure A survey on feature drift adaptation: Definition, benchmark, challenges and future directions,

Reference 2

Resolution: verified exact; doi, observed 2026-08-10T23:09:11.233284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f853e519-0847-442e-bb79-f73e34f4e153 · outbound

This paper cites Detecting Change in Data Streams,.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure Detecting Change in Data Streams,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:09:11.521789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 792e989d-22b2-4882-8990-4ae49d8fbb00 · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure Why Do Multi-Agent LLM Systems Fail?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.144093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46353831-0227-4a70-b6fb-49d3372dd4d8 · outbound

This paper cites A coefficient of agreement for nominal scales,.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure A coefficient of agreement for nominal scales,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.146735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51e87bb0-229b-49e3-a9a5-91c6d5ad336c · outbound

This paper cites Measuring nominal scale agreement among many raters,.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure Measuring nominal scale agreement among many raters,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.149709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee58bfff-50d8-4fba-9433-9f375ae8cc80 · outbound

This paper cites Learning with Drift Detection,.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure Learning with Drift Detection,

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-10T23:09:11.152314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f72e341a-d65a-47a8-9321-be7e41a40512 · outbound

This paper cites A survey on concept drift adaptation,.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure A survey on concept drift adaptation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.154639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a72649-83a2-488e-b73f-179de914cf6d · outbound

This paper cites TEACh: Task-Driven Embodied Agents That Chat,.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure TEACh: Task-Driven Embodied Agents That Chat,

Reference 9

Resolution: verified exact; doi, observed 2026-08-10T23:09:11.209318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b895a18b-aba5-4e23-bc62-dfa190d9a71a · outbound

This paper cites Recent Advances on Jamming and Spoofing Detection in GNSS,.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure Recent Advances on Jamming and Spoofing Detection in GNSS,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.158766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b015ace5-b36e-4fa6-92d8-f070db4e1c2d · outbound

This paper cites ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.160804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd2189af-69db-4549-81fe-8aca85c129d5 · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering,.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.163220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d0ee355-9e82-4a5c-a14d-00adb555f2bd · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure ReAct: Synergizing Reasoning and Acting in Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.165178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 038e844d-327d-484d-a14f-adef372e22a8 · outbound

This paper cites Attention Is All You Need.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure Attention Is All You Need

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.167403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 153cb39e-ddcf-4d70-96b8-bd42de0ad7c8 · outbound

This paper cites A comprehensive analysis of concept drift locality in data streams.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure A comprehensive analysis of concept drift locality in data streams

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-10T23:09:11.476860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4c0b8961-d3e1-400c-97f1-ef60d7ad02dc · outbound

This paper cites Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.176776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13349468-4178-4aaa-85da-9822ff98863d · outbound

This paper cites Scikit-learn: Machine Learning in Python,.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure Scikit-learn: Machine Learning in Python,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:09:11.514994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a9e4746f-76e8-4d64-8a0e-fc801048286d · outbound

This paper cites Available: https://arxiv.org/abs/2602.06443.

TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure Available: https://arxiv.org/abs/2602.06443

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-10T23:09:11.174561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.