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Paper Citation Record · LEDGER

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication

As of 10 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2506.01095.

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

pith.paper-citation-record.v1
2506.01095 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:56:03.008081Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

38 of 38 outbound references displayed

  • verified exact1
  • verified fuzzy29
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1421182-752f-419f-a3a4-89cd0a774da6 · outbound

This paper cites & Kupferman, O.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication & Kupferman, O

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:09.001975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.419970Z digest=sha256:100e7503df79113ccfd399dbf62bd9fcf993ec79f67311ceaa9ec2c3574a099e

Observation b994c606-8715-417e-87b8-aa9ef8c3b236 · outbound

This paper cites Language Models as Agent Models.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Language Models as Agent Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T11:56:01.449087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:56:01.449087Z digest=sha256:79cfcd5d91457c50413bbe123a47547754181bb54b505585a553e7f8bdb3fce0

Observation 884794cf-fbdf-4120-8eba-65ccc36f2d99 · outbound

This paper cites & Tedeschi, S.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication & Tedeschi, S

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.993123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.487785Z digest=sha256:c3af1a601dcaf2b9103585e20ac8d12341293a99226e84c374a4235eea46b0b5

Observation c9c15663-d88e-48c8-b895-10075e833972 · outbound

This paper cites (1975) Logic and Conversation.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication (1975) Logic and Conversation

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.984047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.543529Z digest=sha256:b73b7a646809429b4c4ba9c3b88d144463a5c044ebb6076a163b1fc1f30860b6

Observation 378525bd-ddd2-4aed-9292-1527b035351a · outbound

This paper cites & Yolum, P.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication & Yolum, P

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.974872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.587356Z digest=sha256:e29a0516cd89c58727ed8e49541e06a41223c7c675bdad28ddd50d7ee22a0525

Observation 18a52555-de0d-4106-b305-e9c204ed347e · outbound

This paper cites (2000) Presumptive Meanings: The Theory of Generalized Conversational Implicature.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication (2000) Presumptive Meanings: The Theory of Generalized Conversational Implicature

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.964675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.614602Z digest=sha256:3b4f8795598c633a9cea94c6677c972633e9b9e570fddbe7e6d93f4d54d4595d

Observation f573136e-056d-4505-843d-c7f1de40091f · outbound

This paper cites & Oren, N.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication & Oren, N

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.955495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.657542Z digest=sha256:0ebd322d9d6002f30e51aa97bf3e53c7d70d71c1868c4a707748c7f156dff2a7

Observation a727b673-8a14-404d-9ff2-672c520c9e78 · outbound

This paper cites & Sharma, A.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication & Sharma, A

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.946184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.686546Z digest=sha256:11cc7bd96384342c3ddfce9c857bd6795d0f71c30ccbc80c4d49a2ee551e0d1c

Observation 3c1d7184-a449-43fa-ae08-17293b206c00 · outbound

This paper cites Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T11:56:01.715491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:56:01.715491Z digest=sha256:8437c712eb93457722aff50149f5e81bbc2018ca5631afc78826f57e728fdd34

Observation 7ec798b9-fd84-4b37-87c2-a1f4ec9d1f21 · outbound

This paper cites & Georgeff, M.P.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication & Georgeff, M.P

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.933554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.752347Z digest=sha256:0e5872a51ceec9e012ccad5411fbd464ccd9cdf1a0977e29468d3dfd0bc782bf

Observation 5582730e-5b84-4812-8d05-667950552998 · outbound

This paper cites & Leung, K.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication & Leung, K

Reference 11

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:56:03.246522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.786062Z digest=sha256:e5fb0654dcd4664e88ac3b467f05ddb840b7653e0dd1869576ab9b5a84d8ae73

Observation a02d1c10-1370-4882-91ee-99ac741fac4f · outbound

This paper cites (2005) Presupposition and Relevance.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication (2005) Presupposition and Relevance

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.828734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.814397Z digest=sha256:8cef50efa342b6ee32cfbf0dab807116a36ffb6b44b09927faea022b0c459fb6

Observation 4cb13e62-c70c-47f4-83c1-14a80649c3ee · outbound

This paper cites & Ajmeri, N.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication & Ajmeri, N

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.753803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.844140Z digest=sha256:08d0c37bc568e4350950be0db9fe9a688e94d7618c7bd9ba1e17e4786fa8a11f

Observation 2349b0ae-fef7-4eb9-9a5e-cdfef922c2cf · outbound

This paper cites Enforcement Agents: Enhancing Accountability and Resilience in Multi-Agent AI Frameworks.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Enforcement Agents: Enhancing Accountability and Resilience in Multi-Agent AI Frameworks

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T11:56:01.871928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:56:01.871928Z digest=sha256:b897aaf1ac6078b630e666da04f76e5af4b3e1b6992379260ec5433db6c319ac

Observation f0080d09-b3fd-430e-83d3-130d40040e3f · outbound

This paper cites & Sadigh, D.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication & Sadigh, D

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.666599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.916011Z digest=sha256:29d3fa688294841b12a7868b24edaba57e41e02e348c4a4dc733776cc5e759b4

Observation 57f185ca-3349-44f4-987c-f22d935ae136 · outbound

This paper cites These elements are aligned with what is developed and validated in the body of the paper.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication These elements are aligned with what is developed and validated in the body of the paper

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.565846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.959452Z digest=sha256:13c7c42e78419b275e477322418416754a423bb9bf8e3287c2affccb97abbd4d

Observation f55fb3d0-66f1-4e6a-897f-c3f6ff1cd406 · outbound

This paper cites Limitations.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Limitations

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.468112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:01.989477Z digest=sha256:d1ac4500099d3a2f92331ebdb2e42c03142ccab71c541fa70fdc262b9d39d4f6

Observation 16266439-e9b7-49e8-9ba8-dfd1fbc0d360 · outbound

This paper cites It is a systems and experimental architecture paper.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication It is a systems and experimental architecture paper

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:08.217927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.013413Z digest=sha256:ce5419f4696162321049b1fd8efc1192dd9d237465faa8d795cd4fe5791c89c5

Observation 813fe886-ac00-42a3-9b9d-4809d9b47aff · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Guidelines: • The answer NA means that the paper does not include experiments

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:07.997205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.042791Z digest=sha256:dc2a0af9e2efeac3a42c6d5222d467ba12c56bc1291fcf1060434b7d787bd8c1

Observation bd2ce285-cbd0-4d5e-bc7f-022b0da35dd1 · outbound

This paper cites Guidelines: • The answer NA means that paper does not include experiments requiring code.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Guidelines: • The answer NA means that paper does not include experiments requiring code

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:07.726973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.088963Z digest=sha256:0d17c0f69dff53dc9b6cd798fdef38575e3f4598f07d3bf952ca8f1e5af4c094

Observation 56d9ad39-0de2-4e65-b2a8-b81f48905c73 · outbound

This paper cites Dialogue case design and tagging procedures are fully described.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Dialogue case design and tagging procedures are fully described

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:07.506994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.130570Z digest=sha256:239b29d40e65bd3d957e7a09d97d93e57cffe220409dc6eeeade66f21696be6a

Observation 9097b74c-6b61-4ae2-9544-df8b5127cc2a · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Guidelines: • The answer NA means that the paper does not include experiments

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:07.266828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.182981Z digest=sha256:8d639820a695ecc5f1f3c0eefa7ad05473a9929ae88237888b4097429820d159

Observation 5ed74830-5b87-43be-b6f4-c41310879490 · outbound

This paper cites Guidelines: 13 • The answer NA means that the paper does not include experiments.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Guidelines: 13 • The answer NA means that the paper does not include experiments

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:07.022128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.216468Z digest=sha256:01e4ec43e86345847ab93e88f70967df61c5e36ae95d80594233a103e1b382ad

Observation 29ed57f2-5659-4906-b881-bcd2ecb3cb02 · outbound

This paper cites Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:06.688664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.241707Z digest=sha256:cb818a6c3dfa3c41539834df7e86afd0b066ed4e0087ad445579f3d8f7f0a97d

Observation 5bd5238c-ea3a-44ab-a49f-9447106b59af · outbound

This paper cites Guidelines: • The answer NA means that there is no societal impact of the work performed.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:06.330281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.264071Z digest=sha256:42352de305db6c42019f24e8ff25298be6b52813dcd8bb9247455b145cdafe0d

Observation c1fe383f-40f0-45ee-bc56-01e80239891f · outbound

This paper cites MSA uses standard APIs under known platforms.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication MSA uses standard APIs under known platforms

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:06.041842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.295968Z digest=sha256:12553e9701f32947e808a6f3071d8303ec812140b9db1f5c616b0ceb50d7e8bd

Observation 87290224-366b-4408-bf3d-aa86f4beb89f · outbound

This paper cites Guidelines: • The answer NA means that the paper does not use existing assets.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Guidelines: • The answer NA means that the paper does not use existing assets

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:05.845735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.362962Z digest=sha256:4d6da3c0566e4c09bbe3b543c3fb348dc7cc3f97d756f1c4c32414c4d4908a52

Observation dd5e63be-dceb-4370-9ca7-79d39c37d3e6 · outbound

This paper cites The architecture and G-code tagging scheme are described in full but not released as deployable assets.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication The architecture and G-code tagging scheme are described in full but not released as deployable assets

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:05.564119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.433586Z digest=sha256:1184729a37de81b1f380d2f49f70331cddea9d65750beda900409491e3b5c7a5

Observation 840106bd-8430-45c4-b3a3-81f3d7ce4dda · outbound

This paper cites The users were unpaid volunteers under informal interaction.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication The users were unpaid volunteers under informal interaction

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:05.246159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.488003Z digest=sha256:0d8f93a02c44b64f1804468f01909663f01d5dc2b7a138431f4705e2fc99706e

Observation fccb5d8f-1b31-4957-a64d-61aacdf80c59 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:04.921030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.532314Z digest=sha256:020c8a039c43dab8627857efdea15cdeaaba79cf89e3a20a0218334b0b22ca09

Observation 69e82d6e-43fa-4609-8227-069a65818b9b · outbound

This paper cites Answer: [Yes] Justification: The MSA system is specifically designed to modulate LLM behavior.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Answer: [Yes] Justification: The MSA system is specifically designed to modulate LLM behavior

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:04.650032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.618257Z digest=sha256:23a91c584f5939caded6ec6714c0ad7373df9b9b93a69ec26ad494a99fa0eddb

Observation 2eb2c998-3c21-482b-aa5b-569f05a15b4c · outbound

This paper cites an unresolved cited work.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:56:04.318212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.681523Z digest=sha256:8a28ffaee18637d479cc021914d493cc78b89caf3905bf9971441b458afbc93d

Observation bb28fd28-9588-48f9-8159-a304c1cc3bf1 · outbound

This paper cites an unresolved cited work.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:56:04.135907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.739618Z digest=sha256:4d920e0a8964282c879853ed0173e67807cbcb632744ad3aef11c3cce78b73e6

Observation f6c00edd-dcf3-4997-8257-03acf7333e37 · outbound

This paper cites an unresolved cited work.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:56:03.999519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.795941Z digest=sha256:fe297f151feb2557d64217372ed36737edc8bf99416b97b63c5851c61468147b

Observation 7b973a68-4772-4d61-97e3-9fa83f2e33db · outbound

This paper cites Who is the speaker right now?.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Who is the speaker right now?

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:03.842234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.831275Z digest=sha256:91394ac3f9dafe7a678feef0e2a624ec0d25678637490a9c48b501d207782d8f

Observation d6dea448-dec1-4a94-b411-163c42b9395b · outbound

This paper cites an unresolved cited work.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:56:03.691430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.906143Z digest=sha256:f72c6878a87a0c3cff5b21cbaf7138c70e4e8800d2fa5f2e26fc34ea9fc93451

Observation 220ee090-f808-4f69-90b7-41e754d7ab28 · outbound

This paper cites an unresolved cited work.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:56:03.504083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:02.952316Z digest=sha256:cd27808cf8d3398a81b749f02dde8bbeed37057eba37e1249732575a5545ff8d

Observation 94eb0437-d1a3-4181-af6f-b860bf76e957 · outbound

This paper cites ".join(f.

Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication ".join(f

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:03.360892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:56:03.008081Z digest=sha256:1f92346f04529d353e15879b6bb280ca871d1ef9643d80be6e0d4edc67db0399

Pith citing papers

No inbound Pith citation observations are available.