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Paper Citation Record · LEDGER

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design

As of 23 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2608.01378.

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

pith.paper-citation-record.v1
2608.01378 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:19:36.700034Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

70 of 70 outbound references displayed

  • verified exact7
  • verified fuzzy49
  • unresolved13
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9a7b49b-057f-46f4-bc6b-7eb5d13f608b · outbound

This paper cites Conservative Objective Models for Effective Offline Model-Based Optimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Conservative Objective Models for Effective Offline Model-Based Optimization.Proc

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.242121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.341139Z digest=sha256:a7b3c5785bbedeb0852b68c367c361258dccc8e0e497902a16f526e61886fef7

Observation 73741302-e9d7-4db7-a6d7-a42703c0756c · outbound

This paper cites Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization.Proc

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.226271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.347030Z digest=sha256:2e5377df10067e12ef3e4b9f167e8c047ebf4350fd305262df3bc85855fe7ca5

Observation 89d02d74-be52-48f4-82c9-f2dd43362edd · outbound

This paper cites How Powerful Are Performance Predictors in Neural Architecture Search?Adv.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design How Powerful Are Performance Predictors in Neural Architecture Search?Adv

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.210027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.351927Z digest=sha256:5dd06d45d0c1a65602e7cad42e0fd300a4994fe99ec69d153bc040ce78e12c63

Observation a42e99b8-10e7-47ff-b279-09993d423b28 · outbound

This paper cites Scaling Laws for Reward Model Overoptimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Scaling Laws for Reward Model Overoptimization.Proc

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.193929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.358425Z digest=sha256:674662f5573dd647c065e9f0701cc07658dcedff8efd35e9c73b2664f79ffbda

Observation 0d69aeac-b87d-4e14-94be-9deb9a665895 · outbound

This paper cites Inference Scaling Flaws: The Limits of LLM Resampling with Imperfect Verifiers.arXiv2024, 2411.17501.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Inference Scaling Flaws: The Limits of LLM Resampling with Imperfect Verifiers.arXiv2024, 2411.17501

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.364070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.364070Z digest=sha256:64c353ebe0d9b5706c85b944f772f4afb457caa42d07ca7371163a54ac102cdf

Observation bfa46202-3cab-4600-bca5-81be9c34f925 · outbound

This paper cites E.; Winkler, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design E.; Winkler, R

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.178263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.369199Z digest=sha256:08e386c9df181d085a2b2e39e428dc9730df11f35b2c360fab056a8d2a6c49d0

Observation a0626fba-e387-4460-a824-23f9fb1c38bf · outbound

This paper cites C.; Clapp, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design C.; Clapp, R

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.163086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.374387Z digest=sha256:94de8560ae31a342f0fde5b4f52d192273d9ade569610dc75777ed8c4622f80e

Observation 92447332-aa50-4753-9efe-d9fff7b55238 · outbound

This paper cites NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.146356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.379970Z digest=sha256:dcbee2437c4608a1dcb6042d87f1ecfbd1e322804524182fabbc4a30164cb2da

Observation 140c0a78-fd51-4db4-9ce4-0b47ea863ab0 · outbound

This paper cites Offline Model-Based Optimization by Learning to Rank.Int.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Offline Model-Based Optimization by Learning to Rank.Int

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.129448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.385634Z digest=sha256:38ba54dd284437c59698f4a5eb4eedeac8bec3cfcec5e11f3c8055e83212ea90

Observation 2405b7bd-496d-4114-871f-440cb98fafb8 · outbound

This paper cites On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models.J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models.J

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.113068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.390315Z digest=sha256:d036a2f18c4579ce8775fa2c2e8de820a50b3895b2c8577cb2e7015e93375852

Observation 1c763d33-e0a7-4d6f-9bea-d4fcb6f6ec92 · outbound

This paper cites Verification Based Solution for Structured MAB Problems.Adv.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Verification Based Solution for Structured MAB Problems.Adv

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.096476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.395300Z digest=sha256:8a68c7f0c5e510421d106c6ecffb39c3936bb090ee1ca7354d9112e0b64f65b2

Observation a5536a46-07be-414f-9171-1856a50f9a66 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:38.079536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.400215Z digest=sha256:732474e61c830f9c3f6a91bca1798015682369aa6b1a515f32c82834dfeea75d

Observation 66c00210-4e06-4d8d-8f8d-9288045aabb7 · outbound

This paper cites Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage.J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage.J

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.062903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.405305Z digest=sha256:7f9077e60c416f0868b2f592eb48cd5f9224490ccc60e063e2d070ea67038c92

Observation e3466d4d-8eab-4386-be72-22688adace30 · outbound

This paper cites N.; Listgarten, J.; Jordan, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design N.; Listgarten, J.; Jordan, M

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.047340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.409991Z digest=sha256:f7dd60135eef12f4ca3af77e52844b142f5fccf33f9bdeac48e5700e6e60f69d

Observation 0d34d2e6-30ab-4baa-895e-fda6a8ba398e · outbound

This paper cites R.; Kalyanakrishnan, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design R.; Kalyanakrishnan, S

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.031463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.415488Z digest=sha256:ccc3b51ba3302040cf5c9f43d85ca87cd5f0f48af2dc33eebdd4ea1a247b7cd8

Observation 57d2fc75-1a6f-40ba-9203-6dad1aceeb99 · outbound

This paper cites Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence.Proc

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.014129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.420357Z digest=sha256:4fde1fda84341f4a76629b70f339bd04bb1bd9a364499a03e56e75e61fe8d6c0

Observation fb120639-54f6-4cfe-a7bb-b015c6784645 · outbound

This paper cites Multi-Fidelity Gaussian Process Bandit Optimisation.J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Multi-Fidelity Gaussian Process Bandit Optimisation.J

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.997669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.425338Z digest=sha256:23ce181c505fc0557c5d08ba23ad5c10c0e3c913636f32bd11b9e6fe5e2bedef

Observation 3b3c71a6-922a-4ab8-978c-2e1b87470d09 · outbound

This paper cites B.; Wagner, D.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design B.; Wagner, D

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.982713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.429951Z digest=sha256:5fbc205e107f8b8b6a3fc9991c5fadd74a961fc020440b533ca10d5d08b90a32

Observation dd49647f-aed8-4910-a19d-a86dfaac745e · outbound

This paper cites S.; Aykol, M.; Cheon, G.; Cubuk, E.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design S.; Aykol, M.; Cheon, G.; Cubuk, E

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.966915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.434784Z digest=sha256:d67a0af5e3d5508e706025f3e8df01c1e6ba40de91d0112034edf992859e353d

Observation 2f52b18e-42ef-412a-814c-23a162dacf5f · outbound

This paper cites J.; Rendy, B.; Fei, Y.; et al.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design J.; Rendy, B.; Fei, Y.; et al

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.951831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.439823Z digest=sha256:941659440e3f926c407212dd6b5dbb249b96a3dc4ed68fa60ae50fd63996ca38

Observation d2334df5-c1ae-4300-96da-88b296334d33 · outbound

This paper cites B.; Bhatt, P.; Schoop, L.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design B.; Bhatt, P.; Schoop, L

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.936259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.444369Z digest=sha256:2abb0d4155f9699893bb33c6b48151dedec8201e18957c42326db75823035eba

Observation c05ce0c5-dbf7-4cb9-9e88-ac38ec3ef499 · outbound

This paper cites K.; Seshadri, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design K.; Seshadri, R

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.919445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.449593Z digest=sha256:de6a591e56d590f7f110dc44a0982fed64b96c25b2db9906b259e2d7d6899ca7

Observation ecf4d5b7-2a29-4cfb-9864-ddb3097d53da · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 23

Resolution
malformed identifier
no resolver link, observed 2026-08-15T15:19:36.454852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.454852Z digest=sha256:aced1dd7942a602a2bd9b17adc148e72f438aed5fe4cb0d3b66eb38f93fcd0e5

Observation eefa0eda-e4f7-420a-8883-6f334e83e8a6 · outbound

This paper cites Overtuning in Hyperparameter Optimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Overtuning in Hyperparameter Optimization.Proc

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.902041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.459502Z digest=sha256:83144a93d840525a868fca44f74ad6824815bc54422c04b1de83bb759e0b397e

Observation 628af481-be7b-483a-9997-939611d299b7 · outbound

This paper cites Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.464441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.464441Z digest=sha256:caaaa162dfca4ac3807a6cfcab5b737b9f090be81bcfd3acae6d86b60615b8ca

Observation 3335d79a-06df-4cf6-91c6-86478ee859c4 · outbound

This paper cites Efficient Estimation and Correction of Selection-Induced Bias with Order Statistics.Stat.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Efficient Estimation and Correction of Selection-Induced Bias with Order Statistics.Stat

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.885107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.469426Z digest=sha256:6a6dfad6efb791850832a59e40554c29b27ab9764414d44910e9e2af2d1f33aa

Observation a26f2776-637e-4fc6-96b5-ff521cfb5630 · outbound

This paper cites M.; Restelli, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design M.; Restelli, M

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.869105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.474600Z digest=sha256:c2e1aca4290fc7f766dc7ec74194ae995cd3d50a053561c8fc89e5b4a09caada

Observation b38cc071-de5c-4c19-b4b8-52fc946e2054 · outbound

This paper cites Best Arm Identification with LLM Judges and Limited Human Audits.arXiv2026, 2601.21471.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Best Arm Identification with LLM Judges and Limited Human Audits.arXiv2026, 2601.21471

Reference 28

Resolution
verified exact
raw_fallback, observed 2026-08-15T15:19:37.262703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.479158Z digest=sha256:068089331194dcb63b6440253eea17180697dde742aef4e6e568a45ea2cb454e

Observation 542389d2-a0c1-4ac7-9800-bba8bd466c9b · outbound

This paper cites Best-Arm Identification with Generative Proxy.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Best-Arm Identification with Generative Proxy

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:37.188960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.484457Z digest=sha256:386ef862156ef9f5801a98bb673f7358523fce83d5fd35e0fd9090d1fec379b3

Observation 9845c2b8-790b-48d8-9ec7-b87569451d4a · outbound

This paper cites Abbasi-Yadkori, D.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Abbasi-Yadkori, D

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.852381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.489382Z digest=sha256:4d4c66e69014d578535d4257767d92c0673be4ca8b7541c673114af061756bb4

Observation f7dd3c10-60f4-4d40-a5b3-734ad2059d49 · outbound

This paper cites Theoretical guarantees on the best-of-n alignment policy.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Theoretical guarantees on the best-of-n alignment policy

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.494164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.494164Z digest=sha256:9a9662cb02a615f2fcb2f5c3bda2ee31d2ada9c9525e7acd0d4d90dedd8bb884

Observation 6e4d4261-8144-4c33-b8ff-31f68dd4004a · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.836263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.499290Z digest=sha256:8dd4838c6ebbf4e835807c61ecc26c0fc3d85fe31da5877b856ce1fd00b86385

Observation 250b8307-3b18-405a-a0a6-171bb6d2e915 · outbound

This paper cites Bertsekas, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Bertsekas, J

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.820570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.504219Z digest=sha256:6f5b487b82b6a6a79feb0d6b29e7cd40494160bdc5bcb749db8adadb1cfde585

Observation a6f41a25-478d-4adb-ab16-9a7ecd559dfd · outbound

This paper cites Boucheron, G.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Boucheron, G

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.805295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.509539Z digest=sha256:da5c4b35787834af6d3d6bb9b6b3b3c8aef8a6ea200ca3d35020dfb963922a54

Observation 7dbd33f7-5e6e-4ea4-b74f-26c780c4f8d4 · outbound

This paper cites Cameron, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Cameron, J

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.789646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.514268Z digest=sha256:4977ffc2d44f3b777dce51bcd42b0d5ec54d674e92e44d7affa51abdb5fc92cc

Observation 34803a4a-64f5-4113-ba62-8170fdba8dde · outbound

This paper cites Castro, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Castro, R

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.774734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.519544Z digest=sha256:c801041f1764d17d610bba786ef0004ca80bca5a358af96acc3de46da23eac63

Observation ee2426f9-bd56-48e5-a069-1a0989c2ded3 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.759158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.524905Z digest=sha256:441bd83a35deddb85dc3676ce05db6ce04260375f621e605c2c19b6fed6dd39f

Observation 85c10ed8-9fa4-4c1d-8161-f1508311e959 · outbound

This paper cites predict, then optimize.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design predict, then optimize

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.743207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.529632Z digest=sha256:7c2b7b1dc9f2dd8164a24784a22725325a1d01383c3433fc71b332e9d7d4c798

Observation 6de6081b-8440-4a11-9d1a-ebd028cc4be7 · outbound

This paper cites Even-Dar, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Even-Dar, S

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.727730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.535251Z digest=sha256:e8f8aeda7f579b3489e8900dfe56a5e5b109fb6cf7c8d2ff590207a7eca177f7

Observation 32e57e8a-d451-4f64-9907-e87639ebfc29 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.711701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.540022Z digest=sha256:85354a3e5ba8c8f2981177755fa37f37c0e2006b4b8ad113c4a7da4813f1546c

Observation 9a3df92b-f4e5-439d-9954-9920204c66b3 · outbound

This paper cites Gabillon, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Gabillon, M

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.695832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.545599Z digest=sha256:a00051a1f9a8a0d285e2bb159b7a12c5d673c77b7a6be1ea1ac0e9fdcd972135

Observation 21e54033-55da-4c51-8413-824988504391 · outbound

This paper cites Howard, A.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Howard, A

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.681069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.550742Z digest=sha256:ede0aee2a875910f8c0702781c18e03c577aefe05b17be0b907afd6dbd76a0de

Observation cacedd03-d50d-411f-9dad-bf35a77561f2 · outbound

This paper cites Jamieson, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Jamieson, M

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.665040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.556016Z digest=sha256:a7aa0e8c5d83057eaf3dbbd78653e70ab92a5d941b242302b04be0d1b0420d8d

Observation 78a91a68-9189-474f-a220-0bf1b8e829f5 · outbound

This paper cites Jamieson, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Jamieson, R

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.649488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.560785Z digest=sha256:fe86bdfd2d56caf930acdd5cc5dbe0b16e713b497dd5ba491e94eea961b471b2

Observation 0aa0e2de-c844-4422-9fc6-689d858e27e6 · outbound

This paper cites Reinforcement Learning from Human Feedback with Active Queries.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Reinforcement Learning from Human Feedback with Active Queries

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.565683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.565683Z digest=sha256:2ab61dabde8dff2c8130a0706827de8002e0828558ad5d57ea6ed35f906ab501

Observation 05640a63-4526-4c73-9922-971709dcb6fa · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.633552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.570835Z digest=sha256:a8b6848b1d5cd91dbebe53534404336539a5db5d8fcd69333c5e7712d1f5dd19

Observation fb7706bb-1eca-470a-ae5c-c15911f059dd · outbound

This paper cites Kalyanakrishnan, A.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kalyanakrishnan, A

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.618024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.576230Z digest=sha256:e2925a5bb2df06260ac8a7cf53b78e8a443c870d194733d6d02e59cc4d59b5b9

Observation 7af5e0fc-16a9-4b22-b06f-f18c36aa79b0 · outbound

This paper cites Kaufmann, W.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kaufmann, W

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.602198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.580806Z digest=sha256:22b2c26938d9c8a46dbbb9bcf31956508778e68dfd207412db4b88b8f3905d8a

Observation cbd59b32-cf35-497d-bd61-341873ca1005 · outbound

This paper cites Kearns, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kearns, S

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.585427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.586073Z digest=sha256:5dd301f204da67eafc5640ed5e1556c2e21ec80239b2d2e1170c5e941018b7fa

Observation f5afd913-c5d9-4ec3-9858-0f31f52e5ccf · outbound

This paper cites Lattimore, C.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Lattimore, C

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.569374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.591629Z digest=sha256:2cfff244267f47ce5ed2e6472fd14a9f898ed45e96251b9310a7a8085bb57ac3

Observation af54b008-9362-4091-b328-48d494604aef · outbound

This paper cites Lyu et al.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Lyu et al

Reference 51

Resolution
verified exact
raw_fallback, observed 2026-08-15T15:19:37.130958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.596735Z digest=sha256:f066d8a5f10876325c540dffa1f60d16c51e59f24736c37817b447eaf08fde3e

Observation 65b95f9b-c311-4526-a866-7539fd06f85a · outbound

This paper cites Mannor, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Mannor, J

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.553362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.602042Z digest=sha256:5167a944c681018daa79f4da5d63b2485380a7fdd54d17a093ad4fe0b2e5611c

Observation 3955bcce-fa5d-45e9-b577-869fd1cd394f · outbound

This paper cites Maron, A.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Maron, A

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.536819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.607664Z digest=sha256:3e8b89e33ce2bb1982177c35d51ccdc155403001cca437c268b4f13f495ded4c

Observation 2665e107-e5c6-4ca6-9b0b-70cad2daa31b · outbound

This paper cites Perchet, P.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Perchet, P

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.519848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.612782Z digest=sha256:f4baa8f949d1821522b9712430d6f80624c51e3a7d9a9c774a19e630c0608a89

Observation 2edafa10-7ae1-4304-892b-b54e4b328255 · outbound

This paper cites Sekhari, K.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Sekhari, K

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.503745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.618451Z digest=sha256:2df5e1c5ee870b74ccfabc6d0db512f53fb2c858601571a80b66d05e3f0ae5ac

Observation a640e88f-164c-4437-ae27-2d1c055248b2 · outbound

This paper cites Simchowitz, K.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Simchowitz, K

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.487813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.623322Z digest=sha256:fcf871f81058c5a33279f55baca1749e850ef7ba87a91178f9ff4d589bf72c63

Observation ab3687a2-89af-4b02-81cb-2d197ecc61ab · outbound

This paper cites Singh, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Singh, R

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.470882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.628652Z digest=sha256:07510f3a38e633fc87d513410e9e967bf340bc6bf415f80cd258030f6cd9adb5

Observation 6884b2f0-da1d-4d27-a79a-9d3cec3965d3 · outbound

This paper cites Srivastava.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Srivastava

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.634114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.634114Z digest=sha256:613a0bb61edb2af2535895f26bfa8854579813e643be15bdbcea8c14e01765d9

Observation 8c64f46d-23a1-480c-8547-45758ee95144 · outbound

This paper cites When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:36.994082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.639526Z digest=sha256:65c18ec91721c613be6063101dd4cabc691e6adc1413a6ed37c12bf2f9eaa61c

Observation 4107df7e-a7fb-45e4-b776-89fcea87ecc1 · outbound

This paper cites Predicting LLM Safety Before Release by Simulating Deployment.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Predicting LLM Safety Before Release by Simulating Deployment

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:36.971679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.645416Z digest=sha256:efc7078060c0c8f4ab8083adaeb542e1a076e95bb9ff63bca06fa55195d16f51

Observation 02d8dbf1-3ee0-45b3-adf8-35d8f672e3ea · outbound

This paper cites Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.650632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.650632Z digest=sha256:5d6bb28ca0136f01164d230f111c5472817b2c3104aa1cb0003bb6e5f76cd661

Observation 58fd6cf8-0928-4bce-b07a-b768401c26c8 · outbound

This paper cites Anthony, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Anthony, S

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.451058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.656796Z digest=sha256:7784c4a4a22590bcd546e71f2844ccdb90b1394c12b0827ac1195f299723fab8

Observation ba539b04-dd10-4473-8eec-e3a2a5a8e6b3 · outbound

This paper cites Chen, T.-Y.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Chen, T.-Y

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.433089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.662281Z digest=sha256:367b7a621a75e2871d268d4daac3b3c63fb33cc2da22388ce83cc016ff86f838

Observation 69528ce8-fc82-4532-bea2-3e466c47eb4a · outbound

This paper cites Geifman, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Geifman, R

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.416458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.668561Z digest=sha256:f9cef72248e8ba45dccebe1423a4211adb449ecdfe653ca1e36955cdca2d9195

Observation e3971404-2870-4d5c-9827-2c1a5a4bb73b · outbound

This paper cites Katz-Samuels, K.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Katz-Samuels, K

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.398546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.673677Z digest=sha256:b911279914a6144be73ce0e7d12bedc4c15d9c4e423cc7cd0b8469d59f8c9a1e

Observation 2396fe14-ecbc-4c17-85ed-feb8b1dc0037 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 66

Resolution
verified exact
raw_fallback, observed 2026-08-15T15:19:36.931019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.679300Z digest=sha256:ecba49b45fb05b70f7b7cfe7bcc4269dec48c8c3c376ac64899bda5073d57190

Observation 7b4e7e94-bd4d-4e0e-8844-0498a1f6facb · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.382661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.683936Z digest=sha256:baff7a9dd2db51c266a10b9fb38848ff395a08a0421f9806f876dae7ca18c1f6

Observation cbe08bf9-801a-4d9f-853b-c88dbfe43881 · outbound

This paper cites Flexible Inference for Winners with Conditional Validity.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Flexible Inference for Winners with Conditional Validity

Reference 68

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:36.853963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:19:36.689397Z digest=sha256:349f31fe6db66f68215d58e0fe868097f85b01124049735c11ca7bdc82dbf8ee

Observation 66342117-7729-4876-b7d2-81e070ec7c39 · outbound

This paper cites Adrian, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Adrian, J

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.694409Z

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Observation 5fc0b4a7-7cce-4107-8da5-936cd9329dd5 · outbound

This paper cites Kossen, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kossen, S

Reference 70

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