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Paper Citation Record · LEDGER

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence

As of 18 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2608.12895.

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

pith.paper-citation-record.v1
2608.12895 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:11:42.091540Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

65 of 65 outbound references displayed

  • verified exact2
  • verified fuzzy45
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1eb532d0-e352-4d33-aae4-92a922852152 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Constitutional AI: Harmlessness from AI Feedback

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:41.892332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:41.892332Z digest=sha256:afa049713009fe1e805f76c779bc909c4e4c9c0618242c6797dfc362d97ac608

Observation 681f8e11-f9bf-4192-ae9d-b034fb7ad1e5 · outbound

This paper cites Barlow and Frank Proschan.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Barlow and Frank Proschan

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.948761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.897755Z digest=sha256:b413fb87f937cfa1e5fb097053425953c054101ec11b7ff292efced5c8403cd5

Observation e9543a84-b44f-47a7-a516-3bdc57ceccef · outbound

This paper cites Rustan M.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Rustan M

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.940757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.901195Z digest=sha256:71b40083403f8396ad8344c58cd8d42917d2ea87b9e15dc96a8e02ad7352e4c3

Observation cb9969b2-9cbc-4dd7-bb7c-bdcf89fc5ecc · outbound

This paper cites International AI safety report 2026.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence International AI safety report 2026

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:41.904537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:41.904537Z digest=sha256:62e2a0691a9c0fa2694c982c11ebd1175a071b8194e344278477356b0b5a4d15

Observation 9077b0e4-c5cc-4890-92ca-2fb2bfdd48c0 · outbound

This paper cites Can AI agents agree? arXiv preprint arXiv:2603.01213, 2026.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Can AI agents agree? arXiv preprint arXiv:2603.01213, 2026

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:41.908838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:41.908838Z digest=sha256:bda2923545949bf58c14e62fa02bb3fa511fd60c5c4be2689ac8b33f36049070

Observation 1584962c-5061-4056-a532-24ff8bc0a27c · outbound

This paper cites Optimal inequalities in probability theory: A convex optimization approach.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Optimal inequalities in probability theory: A convex optimization approach

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.931910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.912927Z digest=sha256:b2119398825f783db8f4264b323d971ac72540b0bd83c150b71cf1ad7fd6bf54

Observation afc6392e-5804-41f1-843a-e189fd1d28f2 · outbound

This paper cites Agent behavioral contracts: Formal specification and runtime enforcement for reliable autonomous AI agents.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Agent behavioral contracts: Formal specification and runtime enforcement for reliable autonomous AI agents

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:41.916146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:41.916146Z digest=sha256:447ba3f13f0228a80581842e0c7f403a3fed02c18f2f263aaab7fb86cba4bd4a

Observation 4d0a9929-8cfb-4f7d-a268-c960fd546860 · outbound

This paper cites Bonferroni.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Bonferroni

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.923771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.919095Z digest=sha256:52df2c3a02ccf756bba7020679b84026f61e057ae532318e176eb9c1d266742e

Observation 3aa4e29b-0e8d-4227-850a-8796627cabc4 · outbound

This paper cites An Investigation of the Laws of Thought.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence An Investigation of the Laws of Thought

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.914983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.921927Z digest=sha256:12ca9e4e2d0824f1b4a3839926e2e6488e27f8f09c3434f60de79ffa7b9a8363

Observation 05b9e410-53d3-4b7e-ac4e-3bd289d40aeb · outbound

This paper cites LangChain.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence LangChain

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.906459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.924894Z digest=sha256:38a2e168e9f2a3c51394544bd4ab01276ee9ce7501edf12b3e3180155cc2cacf

Observation bb495d1a-a989-405b-8619-c2a5e46e318f · outbound

This paper cites Clarke, Orna Grumberg, and Doron A.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Clarke, Orna Grumberg, and Doron A

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.898348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.927704Z digest=sha256:309639c2b66c18a4a734ba28ef208b999867ba1bc8ad064a90e72af2495a9d2c

Observation de6d3c56-a367-44fc-8a6e-2cacdb46097c · outbound

This paper cites an unresolved cited work.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:42.889194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.930848Z digest=sha256:93de694a9b53a70d33ecf66643423561f263bd3a184e0063e1b55156e18f1163

Observation c27dd2fe-feaa-4d17-b1c6-91621aff53ab · outbound

This paper cites Abstract interpretation: A unified lattice model for static analysis of programs by construction or approximation of fixpoints.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Abstract interpretation: A unified lattice model for static analysis of programs by construction or approximation of fixpoints

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.880907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.933933Z digest=sha256:cbce14132b2433b8e9c4b813844b18caa75d619c197d48b621145b58bb3aaf13

Observation 41b0dcd9-55c3-4b0e-8674-acf1aef25f56 · outbound

This paper cites Tenenbaum, and Igor Mordatch.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Tenenbaum, and Igor Mordatch

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.871714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.936662Z digest=sha256:66760217f42c6f1699494d315eb0adae0a89810f3d3160250733b39f34b6cdd8

Observation ff8ce5eb-d770-408d-b7fa-61719daae5ad · outbound

This paper cites Bootstrap methods: Another look at the jackknife.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Bootstrap methods: Another look at the jackknife

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.863567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.939872Z digest=sha256:3f56d2cd365ab5a17d46b6dfb0c497f2bbfd950c35c1c0d7776e90dab06d05dd

Observation 64341220-714a-4768-9ff0-4ae5517e0a20 · outbound

This paper cites Endres and Johannes E.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Endres and Johannes E

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.854823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.942455Z digest=sha256:1b6ff7e60b6f49d8f1ae9d55c7bb15c652e132119f62a7ef4ec3565d3a8c11f4

Observation 13153e83-7692-4745-aab5-2c4d892adb13 · outbound

This paper cites Ernst, Jeff H.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Ernst, Jeff H

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.845411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.945190Z digest=sha256:907e136d50de7462bb57046f5c78781c5048f1465a38435c6775c59c59195194

Observation 19b11899-4312-4b6c-8f29-5e9368be4c07 · outbound

This paper cites Sur les tableaux de corr\'elation dont les marges sont donn\'ees.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Sur les tableaux de corr\'elation dont les marges sont donn\'ees

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.836814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.947978Z digest=sha256:bd2fbf801168471de4776c252c4c7692a24ef20d233e9bbb2fe27a57b06688a5

Observation 81fd97a7-828d-45ea-be3e-fad217bbc075 · outbound

This paper cites The statistical crisis in science.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence The statistical crisis in science

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.827583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.950959Z digest=sha256:b835418a759cfbbc9fcb75e3ce199fe5016a46b88c01d899910105f20afcc2f9

Observation 55bcda0f-a1b2-48fb-9547-df470caa019d · outbound

This paper cites Safe testing.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Safe testing

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.819182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.954017Z digest=sha256:bf6b074fd7ea92bab3883c94d9fea391093c13482df0fc84af11a4a1f1665a50

Observation 0cdb2014-3fd8-4f21-b935-c2eff7b961c3 · outbound

This paper cites Best possible inequalities for the probability of a logical function of events.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Best possible inequalities for the probability of a logical function of events

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.809655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.957292Z digest=sha256:e2f41e1b8d977b5ed2579f09eed47a4954cb904234f07cacbec15d24f2d9c576

Observation 568093a9-0bf3-409f-8499-7b750d64f2f2 · outbound

This paper cites Multi-Agent Risks from Advanced AI.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Multi-Agent Risks from Advanced AI

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:41.960004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:41.960004Z digest=sha256:c7c33a49c308d492b7cdf431833e040df946b13ebad854860585eabc71799963

Observation d3cca27c-6745-4b8c-9583-ecdcd4031c81 · outbound

This paper cites an unresolved cited work.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:42.798515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.964126Z digest=sha256:e4fad1ce95728e2e598a1f8a8e9a5d2ffbed3b0db370ac61723d5a27c5d79378

Observation 4652b85f-89fc-4f8b-ac7b-bebfdcd8673c · outbound

This paper cites ur Angewandte Mathematik der Universit\.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence ur Angewandte Mathematik der Universit\

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.788677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.967019Z digest=sha256:b0336a14f5a695bec10a8f547248680b52419e72d92c0c9772dae38e5c38d5a0

Observation 33f933dc-5152-4e7d-a532-27506cc336ed · outbound

This paper cites Probability inequalities for sums of bounded random variables.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Probability inequalities for sums of bounded random variables

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:41.969788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:41.969788Z digest=sha256:ac95fead1f9b7123e5f9b390880124eaf4e42c8f240871bc46039c20b176aea1

Observation 21fce201-41bd-4333-a88c-8a105e705a45 · outbound

This paper cites MetaGPT : Meta programming for a multi-agent collaborative framework.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence MetaGPT : Meta programming for a multi-agent collaborative framework

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.775311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.972589Z digest=sha256:6e93da69ac505f3f359f08e9e11846bed7b64f048c76152061b0bb880a3a6568

Observation 88fb18d7-8791-4a65-9ddd-62e680372139 · outbound

This paper cites Howard, Aaditya Ramdas, Jon McAuliffe, and Jasjeet Sekhon.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Howard, Aaditya Ramdas, Jon McAuliffe, and Jasjeet Sekhon

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.766964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.975218Z digest=sha256:fcdde312a7a76886622ca3e80866bf89874c8df102e102ffb17ec48e83f33d8b

Observation ac2325f2-7016-4921-aaa6-d3e1b5ec6909 · outbound

This paper cites Counterfactual Graph for Multi-Agent LLM Calibration.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Counterfactual Graph for Multi-Agent LLM Calibration

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:41.977973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:41.977973Z digest=sha256:ef7b64f353f99e9e23672e208c223d3caca88e307c0d64bbee8f55f1c7e07534

Observation bbb57c06-0097-410a-9123-98ad0ccf7b91 · outbound

This paper cites The distribution of the flora in the alpine zone.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence The distribution of the flora in the alpine zone

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.756488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.981038Z digest=sha256:25b0c6f2297bdbf68f27d62a432568201d3b73189aa3833392ef9f4d69c14a91

Observation 5fc279e0-8661-4b3e-8f60-4ebd3f8de4af · outbound

This paper cites Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.746503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.983816Z digest=sha256:64cfd358ad7c70c449d801cab07cbc76ccf9ddf162f0a0be54600602b2c33b89

Observation f6237d9a-77c7-41ca-9473-fd3f4d0e5e73 · outbound

This paper cites an unresolved cited work.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:42.737330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.986566Z digest=sha256:37f9f60d872647572b077578f018cb49131f38e8c9dae54c09afae26367d6b7b

Observation afe1576e-337c-49bf-a29b-74787d0f9529 · outbound

This paper cites Survey Sampling.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Survey Sampling

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.726370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.989206Z digest=sha256:bc5509c5d8a6a43b96bf8e637f8099dae07baa7588fff163b14834061692f148

Observation 5cc7c8f9-ff8b-42a5-91b7-afa303a5814b · outbound

This paper cites Specifying Systems: The TLA+ Language and Tools for Hardware and Software Engineers.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Specifying Systems: The TLA+ Language and Tools for Hardware and Software Engineers

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.714350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.992360Z digest=sha256:cee6b85b8f046d2e5f5b5d33451ab95ec58b2dadac4f6d36c84770e751aa127c

Observation 7f66da1a-0048-422d-b48a-d4c6171f82af · outbound

This paper cites Rustan M.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Rustan M

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.704328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.996446Z digest=sha256:6dc7f7d014f1a04a90509be3ef92b04054eb45927a0faf376b9812110d46f0db

Observation 443fdd10-ce07-4025-ac94-144b2d4cbfaa · outbound

This paper cites Encouraging divergent thinking in large language models through multi-agent debate.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Encouraging divergent thinking in large language models through multi-agent debate

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.694003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:41.999128Z digest=sha256:3bdacb6d3dc196eb2c2349bc6286ac8d5dc9b5b96f266b524388ae3252a20fb1

Observation ad3cd778-0e6b-4d31-b0f0-79b78097c860 · outbound

This paper cites Divergence measures based on the S hannon entropy.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Divergence measures based on the S hannon entropy

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.684422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.002368Z digest=sha256:b239894f2c9492c6c3aec60f119c6ca62b00c720815ebf5758f0cf4a055d1128

Observation 0f69e310-ec70-4800-ba2c-cfd48f0eb0df · outbound

This paper cites AgentBench : Evaluating LLMs as agents.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence AgentBench : Evaluating LLMs as agents

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.674496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.005280Z digest=sha256:75c3427ab519a27b55af8a2d641a8dac9d9ab0a2190ab403a1d73f04cf10edc3

Observation a76686ec-bd4d-4342-9c1b-ba8a5bafbba4 · outbound

This paper cites Harnessing Disagreement: Detecting Correlated Agreement Blindness in Multi-Agent Triage.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Harnessing Disagreement: Detecting Correlated Agreement Blindness in Multi-Agent Triage

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-15T21:11:42.234588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.008888Z digest=sha256:ab711622eca2bce6b405a63dad70c62af6989b9689d8ef2991915b341ac3e488

Observation e84dde68-e8e8-48a5-a7d2-1bcffbbc1478 · outbound

This paper cites Applying ``design by contract''.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Applying ``design by contract''

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:42.012016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:42.012016Z digest=sha256:a11f13572aade47435737076203675bd46fbc68695135e0c39bcb3cd8bf8ee40

Observation a9a4e863-cb5c-47ff-9503-6409a39bd0c8 · outbound

This paper cites an unresolved cited work.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:42.014838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:42.014838Z digest=sha256:56c5a93327c5cf2eaf6eeb4eb47cbf964fc5768a24d837d904eedf5262e4c627

Observation f829ed40-ec3d-4f9f-9d19-5bdd72a833e2 · outbound

This paper cites Nosek, Charles R.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Nosek, Charles R

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.654595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.017706Z digest=sha256:ba41b2e04df0f53c2978dc80f4cc829fb5a6a4fda9b09e6587181e13a5ead4e2

Observation c353202d-717b-490c-b77d-eabb3ebd1616 · outbound

This paper cites Training language models to follow instructions with human feedback.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Training language models to follow instructions with human feedback

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.643944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.020670Z digest=sha256:f03fe252697733b140a5cb17303167e116430576c83d9eeafbdeea67b526dfd7

Observation bb76462a-804f-4634-8fb0-1d15a02df1c8 · outbound

This paper cites O'Brien, Carrie J.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence O'Brien, Carrie J

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.633077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.023844Z digest=sha256:14e0a736349d77822fb56edfbabd6307ea217cdce5ee1becb37e66c34dd772ee

Observation 00032a00-a395-4188-b7ef-19c2f347f763 · outbound

This paper cites ChatDev : Communicative agents for software development.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence ChatDev : Communicative agents for software development

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.621613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.026737Z digest=sha256:eadc1296e84174385d970512a514b8bc25b92996f8f0e2b0f40859317e60eedf

Observation 6d87de6c-8525-41f4-8553-b4df645464c5 · outbound

This paper cites VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-15T21:11:42.221403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.030356Z digest=sha256:fe2d04171918f55a581637e79322a5ad6b477052a98391ddd594d93ddea3ad24

Observation f42c9249-1528-44ce-8358-0f94c5fa8641 · outbound

This paper cites Governed Capability Evolution: Lifecycle-Time Compatibility Checking and Rollback for AI-Component-Based Systems, with Embodied Agents as Case Study.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Governed Capability Evolution: Lifecycle-Time Compatibility Checking and Rollback for AI-Component-Based Systems, with Embodied Agents as Case Study

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:42.033644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:42.033644Z digest=sha256:45b8af8bd0efa29dbca27a6387030c0bacc9dfe9f3fffe567b4b7249d0688daa

Observation 81eb032b-2874-47aa-a6e4-0c607faf8f22 · outbound

This paper cites FALAT: Tracing Failures in LLM Agent Trajectories via Dependency-Guided Search.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence FALAT: Tracing Failures in LLM Agent Trajectories via Dependency-Guided Search

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:42.036743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:42.036743Z digest=sha256:c4d2e6fd18706a16dddd4e69bb31a7ba627b9459048be573799fb9452fcb4da2

Observation 4221423b-9208-4824-ad10-00fe456d8cfc · outbound

This paper cites Game-theoretic statistics and safe anytime-valid inference.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Game-theoretic statistics and safe anytime-valid inference

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.609942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.039804Z digest=sha256:c5af48bed765caf0f398e5f130bd681cda03461e8bc6568781b83846bbf0a40e

Observation f5b98ce2-0ac2-426e-8a88-3ac5a90ed7a8 · outbound

This paper cites NeMo guardrails: A toolkit for controllable and safe LLM applications with programmable rails.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence NeMo guardrails: A toolkit for controllable and safe LLM applications with programmable rails

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.599059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.043309Z digest=sha256:8ca16cde3d2777a0752fee799504111c53ebf2a8cffba35306fb1d4eebf01376

Observation d5ee9c5d-e102-4eec-9186-4f6cd54331b0 · outbound

This paper cites Statistical methods related to the law of the iterated logarithm.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Statistical methods related to the law of the iterated logarithm

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:42.046218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:42.046218Z digest=sha256:f5a7d5d567d0b2078c277144f143661e93e2f84f68b5a16902ba76435fd27225

Observation a9ee3029-c24c-4418-9ba7-5aac19b5abf0 · outbound

This paper cites Testing by betting: A strategy for statistical and scientific communication.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Testing by betting: A strategy for statistical and scientific communication

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.583427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.048843Z digest=sha256:c1e0332d976afc55351c9774bf048ea1f3874efed7b35e85c58e23e766597618

Observation 418c0f52-ca79-4aba-b232-0be7a96f7865 · outbound

This paper cites Game-Theoretic Foundations for Probability and Finance.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Game-Theoretic Foundations for Probability and Finance

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:42.051586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:42.051586Z digest=sha256:1398c9ef46d9acfcbfc562ac0f35a93685e5c9f9138f31a82e2d1b1df8875600

Observation 62cf8718-5d30-4146-9a0d-eb942a3d5350 · outbound

This paper cites Reflexion : Language agents with verbal reinforcement learning.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Reflexion : Language agents with verbal reinforcement learning

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.568013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.055009Z digest=sha256:49bb1d0e3a9b0ca8d89fc596b6008469267d9800a9a97f1da846c0a52d9df67b

Observation e98e4d75-5b6b-46cf-a9c4-f1774abdd26b · outbound

This paper cites Simmons, Leif D.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Simmons, Leif D

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:42.057666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:42.057666Z digest=sha256:835ea384b7c694ec3af06c4882edb1be1d0428088212d57093646ef55c79a84d

Observation 716df015-0ca9-4965-9ec7-cb14c371c1f3 · outbound

This paper cites Fonctions de r\'epartition \`a n dimensions et leurs marges.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Fonctions de r\'epartition \`a n dimensions et leurs marges

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.551828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.060554Z digest=sha256:765ab142c709e99a3cccc3ec8dcb51583cce1696e408aeab5a9c61d97a95dde9

Observation 2a7ff978-d91d-40d2-8b33-f7f450ce6605 · outbound

This paper cites The one-sided barrier problem for G aussian noise.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence The one-sided barrier problem for G aussian noise

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.540396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.063379Z digest=sha256:1051836eed8613ed63c90d18f288a91197a8bfcec70341b5bb155e35ed2c1bb4

Observation 8d8a2ea8-2b0f-4a7c-a24f-d486e38cd232 · outbound

This paper cites \'Etude critique de la notion de collectif.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence \'Etude critique de la notion de collectif

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.528691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.066219Z digest=sha256:03cc92cf4ff41214f3ff68fef8fc572d55560826d732fd1a2db0dd722e080083

Observation 97cc9aa4-be44-49fe-bc79-c29272e76ac1 · outbound

This paper cites Sequential tests of statistical hypotheses.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Sequential tests of statistical hypotheses

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.517534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.069999Z digest=sha256:e4f3f90a1b330a8de10e0ac1c4f98e9a2f9a0aeb8d95070980b0519bd829009f

Observation 6fa23bfa-14ef-49a1-9a52-d25a5c92f2d5 · outbound

This paper cites Self-consistency improves chain of thought reasoning in language models.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Self-consistency improves chain of thought reasoning in language models

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.506762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.072835Z digest=sha256:748c47c93c8d841228d3a231f8a0bb92d4c63f04317caebe7acc5c9c82e8e7d2

Observation ccd7fa37-39ec-4ea2-9729-4938aabe69ec · outbound

This paper cites Estimating means of bounded random variables by betting.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Estimating means of bounded random variables by betting

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.493529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.075662Z digest=sha256:0e0491611f287dcbffb71c4b06971e8135098f5ba2c3d8841ad7d5d9a040c5ad

Observation 59299ac9-fe53-431f-97b4-835b75af2c4d · outbound

This paper cites AutoGen : Enabling next-gen LLM applications via multi-agent conversation.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence AutoGen : Enabling next-gen LLM applications via multi-agent conversation

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.480005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.078490Z digest=sha256:813d1f6c37c58746ab1752d65e986f13fe9e14e2602348f001e9ea1a854ffc5b

Observation dc8eddf2-c099-4db9-a90d-de23f3cfb626 · outbound

This paper cites ReAct : Synergizing reasoning and acting in language models.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence ReAct : Synergizing reasoning and acting in language models

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.468053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.082299Z digest=sha256:919daffffeb936bb82ecc2c39ea7b77d48827c9093d83aa28f21f3e33eb1412c

Observation ddb49c84-c682-4e7f-b1bf-5719ec1df5c4 · outbound

This paper cites Udny Yule.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Udny Yule

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.455311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.085112Z digest=sha256:4f15fbe97856159ebf7e1314c32e7212553019e5d983a8979053ed1ae3872ae7

Observation fccb678a-1236-4ec2-9d7b-91ea465f8a34 · outbound

This paper cites Rethinking the reliability of multi-agent system: A perspective from Byzantine fault tolerance.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Rethinking the reliability of multi-agent system: A perspective from Byzantine fault tolerance

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:42.088523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:11:42.088523Z digest=sha256:e217857f307d174e19ac1e1aa314795a1c47cc746d873d5f981ec01328989254

Observation 86c0db45-74d6-48b1-9e13-9d6074b791be · outbound

This paper cites Xu, Hao Zhu, et al.

Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Xu, Hao Zhu, et al

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:42.444260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:11:42.091540Z digest=sha256:1eb6a6e58f843ea34a12c32cc905d676e8c27baa34d04b512d43606edeb5b828

Pith citing papers

No inbound Pith citation observations are available.