Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:11:42.091540Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:11:42.091540Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1eb532d0-e352-4d33-aae4-92a922852152 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Constitutional AI: Harmlessness from AI Feedback
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 681f8e11-f9bf-4192-ae9d-b034fb7ad1e5 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Barlow and Frank Proschan
Reference 2
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.
Observation e9543a84-b44f-47a7-a516-3bdc57ceccef · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Rustan M
Reference 3
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.
Observation cb9969b2-9cbc-4dd7-bb7c-bdcf89fc5ecc · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence International AI safety report 2026
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9077b0e4-c5cc-4890-92ca-2fb2bfdd48c0 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Can AI agents agree? arXiv preprint arXiv:2603.01213, 2026
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1584962c-5061-4056-a532-24ff8bc0a27c · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Optimal inequalities in probability theory: A convex optimization approach
Reference 6
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.
Observation afc6392e-5804-41f1-843a-e189fd1d28f2 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d0a9929-8cfb-4f7d-a268-c960fd546860 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Bonferroni
Reference 8
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.
Observation 3aa4e29b-0e8d-4227-850a-8796627cabc4 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence An Investigation of the Laws of Thought
Reference 9
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.
Observation 05b9e410-53d3-4b7e-ac4e-3bd289d40aeb · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence LangChain
Reference 10
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.
Observation bb495d1a-a989-405b-8619-c2a5e46e318f · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Clarke, Orna Grumberg, and Doron A
Reference 11
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.
Observation de6d3c56-a367-44fc-8a6e-2cacdb46097c · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Unresolved cited work
Reference 12
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.
Observation c27dd2fe-feaa-4d17-b1c6-91621aff53ab · outbound
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
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.
Observation 41b0dcd9-55c3-4b0e-8674-acf1aef25f56 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Tenenbaum, and Igor Mordatch
Reference 14
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.
Observation ff8ce5eb-d770-408d-b7fa-61719daae5ad · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Bootstrap methods: Another look at the jackknife
Reference 15
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.
Observation 64341220-714a-4768-9ff0-4ae5517e0a20 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Endres and Johannes E
Reference 16
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.
Observation 13153e83-7692-4745-aab5-2c4d892adb13 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Ernst, Jeff H
Reference 17
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.
Observation 19b11899-4312-4b6c-8f29-5e9368be4c07 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Sur les tableaux de corr\'elation dont les marges sont donn\'ees
Reference 18
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.
Observation 81fd97a7-828d-45ea-be3e-fad217bbc075 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence The statistical crisis in science
Reference 19
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.
Observation 55bcda0f-a1b2-48fb-9547-df470caa019d · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Safe testing
Reference 20
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.
Observation 0cdb2014-3fd8-4f21-b935-c2eff7b961c3 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Best possible inequalities for the probability of a logical function of events
Reference 21
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.
Observation 568093a9-0bf3-409f-8499-7b750d64f2f2 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Multi-Agent Risks from Advanced AI
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3cca27c-6745-4b8c-9583-ecdcd4031c81 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Unresolved cited work
Reference 23
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.
Observation 4652b85f-89fc-4f8b-ac7b-bebfdcd8673c · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence ur Angewandte Mathematik der Universit\
Reference 24
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.
Observation 33f933dc-5152-4e7d-a532-27506cc336ed · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Probability inequalities for sums of bounded random variables
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21fce201-41bd-4333-a88c-8a105e705a45 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence MetaGPT : Meta programming for a multi-agent collaborative framework
Reference 26
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.
Observation 88fb18d7-8791-4a65-9ddd-62e680372139 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Howard, Aaditya Ramdas, Jon McAuliffe, and Jasjeet Sekhon
Reference 27
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.
Observation ac2325f2-7016-4921-aaa6-d3e1b5ec6909 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Counterfactual Graph for Multi-Agent LLM Calibration
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbb57c06-0097-410a-9123-98ad0ccf7b91 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence The distribution of the flora in the alpine zone
Reference 29
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.
Observation 5fc279e0-8661-4b3e-8f60-4ebd3f8de4af · outbound
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
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.
Observation f6237d9a-77c7-41ca-9473-fd3f4d0e5e73 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Unresolved cited work
Reference 31
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.
Observation afe1576e-337c-49bf-a29b-74787d0f9529 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Survey Sampling
Reference 32
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.
Observation 5cc7c8f9-ff8b-42a5-91b7-afa303a5814b · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Specifying Systems: The TLA+ Language and Tools for Hardware and Software Engineers
Reference 33
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.
Observation 7f66da1a-0048-422d-b48a-d4c6171f82af · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Rustan M
Reference 34
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.
Observation 443fdd10-ce07-4025-ac94-144b2d4cbfaa · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Encouraging divergent thinking in large language models through multi-agent debate
Reference 35
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.
Observation ad3cd778-0e6b-4d31-b0f0-79b78097c860 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Divergence measures based on the S hannon entropy
Reference 36
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.
Observation 0f69e310-ec70-4800-ba2c-cfd48f0eb0df · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence AgentBench : Evaluating LLMs as agents
Reference 37
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.
Observation a76686ec-bd4d-4342-9c1b-ba8a5bafbba4 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Harnessing Disagreement: Detecting Correlated Agreement Blindness in Multi-Agent Triage
Reference 38
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.
Observation e84dde68-e8e8-48a5-a7d2-1bcffbbc1478 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Applying ``design by contract''
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9a4e863-cb5c-47ff-9503-6409a39bd0c8 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f829ed40-ec3d-4f9f-9d19-5bdd72a833e2 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Nosek, Charles R
Reference 41
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.
Observation c353202d-717b-490c-b77d-eabb3ebd1616 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Training language models to follow instructions with human feedback
Reference 42
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.
Observation bb76462a-804f-4634-8fb0-1d15a02df1c8 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence O'Brien, Carrie J
Reference 43
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.
Observation 00032a00-a395-4188-b7ef-19c2f347f763 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence ChatDev : Communicative agents for software development
Reference 44
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.
Observation 6d87de6c-8525-41f4-8553-b4df645464c5 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems
Reference 45
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.
Observation f42c9249-1528-44ce-8358-0f94c5fa8641 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81eb032b-2874-47aa-a6e4-0c607faf8f22 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence FALAT: Tracing Failures in LLM Agent Trajectories via Dependency-Guided Search
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4221423b-9208-4824-ad10-00fe456d8cfc · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Game-theoretic statistics and safe anytime-valid inference
Reference 48
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.
Observation f5b98ce2-0ac2-426e-8a88-3ac5a90ed7a8 · outbound
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
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.
Observation d5ee9c5d-e102-4eec-9186-4f6cd54331b0 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Statistical methods related to the law of the iterated logarithm
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9ee3029-c24c-4418-9ba7-5aac19b5abf0 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Testing by betting: A strategy for statistical and scientific communication
Reference 51
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.
Observation 418c0f52-ca79-4aba-b232-0be7a96f7865 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Game-Theoretic Foundations for Probability and Finance
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62cf8718-5d30-4146-9a0d-eb942a3d5350 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Reflexion : Language agents with verbal reinforcement learning
Reference 53
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.
Observation e98e4d75-5b6b-46cf-a9c4-f1774abdd26b · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Simmons, Leif D
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 716df015-0ca9-4965-9ec7-cb14c371c1f3 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Fonctions de r\'epartition \`a n dimensions et leurs marges
Reference 55
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.
Observation 2a7ff978-d91d-40d2-8b33-f7f450ce6605 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence The one-sided barrier problem for G aussian noise
Reference 56
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.
Observation 8d8a2ea8-2b0f-4a7c-a24f-d486e38cd232 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence \'Etude critique de la notion de collectif
Reference 57
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.
Observation 97cc9aa4-be44-49fe-bc79-c29272e76ac1 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Sequential tests of statistical hypotheses
Reference 58
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.
Observation 6fa23bfa-14ef-49a1-9a52-d25a5c92f2d5 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Self-consistency improves chain of thought reasoning in language models
Reference 59
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.
Observation ccd7fa37-39ec-4ea2-9729-4938aabe69ec · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Estimating means of bounded random variables by betting
Reference 60
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.
Observation 59299ac9-fe53-431f-97b4-835b75af2c4d · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence AutoGen : Enabling next-gen LLM applications via multi-agent conversation
Reference 61
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.
Observation dc8eddf2-c099-4db9-a90d-de23f3cfb626 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence ReAct : Synergizing reasoning and acting in language models
Reference 62
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.
Observation ddb49c84-c682-4e7f-b1bf-5719ec1df5c4 · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Udny Yule
Reference 63
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.
Observation fccb678a-1236-4ec2-9d7b-91ea465f8a34 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86c0db45-74d6-48b1-9e13-9d6074b791be · outbound
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence Xu, Hao Zhu, et al
Reference 65
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.
No inbound Pith citation observations are available.