Paper Citation Record · LEDGER

Training on the Test Task Confounds Evaluation and Emergence

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2407.07890.

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

pith.paper-citation-record.v1
2407.07890 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:32:12.499180Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:36:44.914367Z

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 bb192b01-f8f8-47b4-831f-9bd212ebdeaf · inbound

Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models cites this paper.

Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models Training on the Test Task Confounds Evaluation and Emergence

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T23:15:28.585346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8fa1931-994c-4158-b9c9-8c7df8f5dc14 · inbound

Densing Law of LLMs cites this paper.

Densing Law of LLMs Training on the Test Task Confounds Evaluation and Emergence

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T21:40:05.414736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be34d9dc-8192-4bf8-851c-1df3ebc944e9 · inbound

Generalizing Verifiable Instruction Following cites this paper.

Generalizing Verifiable Instruction Following Training on the Test Task Confounds Evaluation and Emergence

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T05:42:06.028901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1facafbd-93a9-4f2e-b1c1-d7184eccdbbd · inbound

Jolting Technologies: Superexponential Acceleration in AI Capabilities and Implications for AGI cites this paper.

Jolting Technologies: Superexponential Acceleration in AI Capabilities and Implications for AGI Training on the Test Task Confounds Evaluation and Emergence

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:42.128940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b363d45e-5f85-4ef9-9a5b-bf884f64be1d · inbound

Position: Stop Evaluating AI with Human Tests, Develop Principled, AI-specific Tests instead cites this paper.

Position: Stop Evaluating AI with Human Tests, Develop Principled, AI-specific Tests instead Training on the Test Task Confounds Evaluation and Emergence

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:12:55.678974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ddf5aba7-2ff1-4529-a53f-ffead8a50bcd · inbound

Prescriptive Scaling Reveals the Evolution of Language Model Capabilities cites this paper.

Prescriptive Scaling Reveals the Evolution of Language Model Capabilities Training on the Test Task Confounds Evaluation and Emergence

Reference 1995

Resolution: unresolved; no resolver link, observed 2026-08-02T22:58:13.066655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 812c7319-e963-4507-aebf-6c53badfec72 · inbound

Unsteady Metrics and Benchmarking Cultures of AI Model Builders cites this paper.

Unsteady Metrics and Benchmarking Cultures of AI Model Builders Training on the Test Task Confounds Evaluation and Emergence

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-15T04:55:03.384335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 80e9d7b0-5d61-499e-9a2e-6c731ea2da29 · inbound

Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects? cites this paper.

Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects? Training on the Test Task Confounds Evaluation and Emergence

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-21T06:59:45.713973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6f1151ec-1be1-4259-ba9d-e1928bb5296b · inbound

Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects? cites this paper.

Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects? Training on the Test Task Confounds Evaluation and Emergence

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:54:57.805796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 58fa7b5d-8459-45b0-9da7-9548d12a2162 · inbound

Validity Threats for Foundation Model Research cites this paper.

Validity Threats for Foundation Model Research Training on the Test Task Confounds Evaluation and Emergence

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:36:44.915731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2fb4f79b-fe0a-48a6-b8eb-a2932fc3bd51 · inbound

LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure cites this paper.

LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure Training on the Test Task Confounds Evaluation and Emergence

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:12.499180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.