Paper Citation Record · LEDGER

AI Evaluation Should Measure Verification Cost, Not Correctness Alone

As of 21 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.08709.

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

pith.paper-citation-record.v1
2608.08709 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:33:34.992330Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

14 of 14 outbound references displayed

verified exact1
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b1605f40-1a17-4c9a-8c0f-0af89339ed7b · outbound

This paper cites Concrete Problems in AI Safety.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Concrete Problems in AI Safety

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.605882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75964956-e509-47b8-a7ea-4f16a366c623 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.689041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 052835b1-af32-4850-8f51-64849255884e · outbound

This paper cites Susanne Förster and Yarden Skop.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Susanne Förster and Yarden Skop

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.714599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81834d87-def8-4435-b782-347c01781d89 · outbound

This paper cites Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, and Graham Neubig.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, and Graham Neubig

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.728945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60f7ec44-764b-4fca-9202-b842061708ed · outbound

This paper cites Daniel Kahneman.Thinking, Fast and Slow.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Daniel Kahneman.Thinking, Fast and Slow

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.744259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b6494b6-994d-4945-b546-7ea07615f41d · outbound

This paper cites Potsawee Manakul, Adian Liusie, and Mark J.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Potsawee Manakul, Adian Liusie, and Mark J

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.899748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d888af8-4f10-483a-8fc1-045a40d3b549 · outbound

This paper cites Sewon Min, Kalpesh Krishna, Xinxi Lyu, Mike Lewis, Wen-tau Yih, Pang Wei Koh, Mohit Iyyer, Luke Zettlemoyer, and Hannaneh Hajishirzi.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Sewon Min, Kalpesh Krishna, Xinxi Lyu, Mike Lewis, Wen-tau Yih, Pang Wei Koh, Mohit Iyyer, Luke Zettlemoyer, and Hannaneh Hajishirzi

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.970806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 667a3ac3-32d1-4f8d-b107-a82685e74365 · outbound

This paper cites Towards a Science of AI Agent Reliability.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Towards a Science of AI Agent Reliability

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.985430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37589ff0-6b28-4539-b08e-461b640db4e9 · outbound

This paper cites Bernhard Schölkopf, Francesco Locatello, Stefan Bauer, Nan Rosemary Ke, Nal Kalchbrenner, Anirudh Goyal, and Yoshua Bengio.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Bernhard Schölkopf, Francesco Locatello, Stefan Bauer, Nan Rosemary Ke, Nal Kalchbrenner, Anirudh Goyal, and Yoshua Bengio

Reference 16

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T04:33:35.480668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 747765ba-92eb-43ce-a1a4-a1b894d3504e · outbound

This paper cites Scaling Laws for Neural Language Models.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Scaling Laws for Neural Language Models

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.799903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 108c6eec-cab0-4005-852c-fcca86b584d7 · outbound

This paper cites URL https://aclanthology.org/2023.ijcnlp-main.20/.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone URL https://aclanthology.org/2023.ijcnlp-main.20/

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.859455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0abbdd35-a239-4609-bfe2-bff815ceb173 · outbound

This paper cites Chunyuan Deng, Yilun Zhao, Xiangru Tang, Mark Gerstein, and Arman Cohan.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Chunyuan Deng, Yilun Zhao, Xiangru Tang, Mark Gerstein, and Arman Cohan

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.702807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30e3fe52-d0f5-4a0c-b6e2-d98b7ce69d92 · outbound

This paper cites Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-14T04:33:34.673519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1831bd58-92e3-4c0f-9c53-ac4e30fcc30c · outbound

This paper cites URLhttps://www.worldscientific.com/doi/10.1142/S1793351X26410011.

AI Evaluation Should Measure Verification Cost, Not Correctness Alone URLhttps://www.worldscientific.com/doi/10.1142/S1793351X26410011

Reference 2026

Resolution: verified exact; doi, observed 2026-08-14T04:33:35.198209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.