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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 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.419970Z digest=sha256:9e4d1088594aa80c0f793b1007fcc747d0854fceaa9db171d1a9ae41b8b23b8f

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:a4885ece433e4cd37dc3999538eaaaa7d008566aeba666c45529cec17ae03923

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.487785Z digest=sha256:96054cf5abc41e369b787b09259a3cebac1a5bae36f98ec705589941c9dab6d5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.543529Z digest=sha256:8cf434fe7e71a5936ef7d2e044a41f17cce4740127300b44bdc05c95f1f3d726

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.587356Z digest=sha256:e8705ec33e9975023306e82a7f77c0798eef1af1220c3301823219b1020cf969

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.614602Z digest=sha256:d7b0c1b13654d3167d8c4a90ddf7bbab1c8817eafc7d101362e7355ce9a37a72

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.657542Z digest=sha256:12f77c5a450e374c46251eacb13fff2c89b851035ae122cc74deed4a3e32eca6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.686546Z digest=sha256:1fa42bad0d45d6f068de23e9207b150df27ccd8e067bbc0c67597b80d633bad3

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:d6de44383de2eac05dfcf0843168bf7edb41ba9b337576054c58ebb79434cf95

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.752347Z digest=sha256:a11c7672b8e65cd447cf884eb14ba8b413c4711ae89778b62289cf95c3606e23

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.786062Z digest=sha256:f981e060218488a9e47a7ac1d9e3867eb228a8564d27c114c495ed4b8fe2baf5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.814397Z digest=sha256:abdc78576632adf0f32f0df5463d9ca8520ec0049397cc2c515245f4616aaa5f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.844140Z digest=sha256:be5a723223c5a7fb4dac96abb408cd00f750ba340a5611a60c0e9d131b04b5cd

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=sha256:38c57640f80b9bb940e5af20f7f4e149e03fae18e8ff715228a9de4ec6d99f5e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.916011Z digest=sha256:481de7aeade59864edc243173f45c4c306460a037be25ccd58b1c4b1abf13d5c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.959452Z digest=sha256:2d1587518917e6164dbadfb53b6ffcff1dc4a365c8df87427cb93cdbb957e2f0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:01.989477Z digest=sha256:e6ea9e9fc5b5f6601a73ebab130e68bb797af1240f0a9004d4a36cd2b3ac8863

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.013413Z digest=sha256:30461ecb9ff50458d2a36ecbdb030d8ec53e1242b288372ce3a0917be49d662b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.042791Z digest=sha256:769c0938ec749029a13347b532051123d929dde8927ce21d21d037089f970053

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.088963Z digest=sha256:527da4e49866a8d781ba3152a0249ce4a07d55d9317d9d5c10bba7982680e3fa

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.130570Z digest=sha256:6ddd35e26a7b7c5661a68a4bf879419cfbaaf2e92f21d853a509713980de9965

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.182981Z digest=sha256:816107af66525ded2c5e4b5e41b9db900cef78cf404c3f734356093b28191f45

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.216468Z digest=sha256:25724f9b038103575e3fb6d0f968072cf7e4a70aa489b0220a2819f14e195556

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.241707Z digest=sha256:e27694521c33773275a222866116ef1e18e15637bd17bed0f3296a203d804291

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.264071Z digest=sha256:140e775636d9dd019ae70c73139203a913a2ae10c0e0fba495add3c08c33984b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.295968Z digest=sha256:538e2fe562d7660fe7b0a695812b00b1f5417ef6ef989428700afa27227d4372

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.362962Z digest=sha256:1ad80b9a379ecc78090c7938b0f0d41bebd14e45e13f8bc747fb2a8b9b0dd5e2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.433586Z digest=sha256:12cb21ec62ce17fa235e4a0f78bd444435859cf6285c8d7a8d5eac76141a7042

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.488003Z digest=sha256:493741819de59265b62d9a73a5e2d493cff1f7bdd4007c2b844b7f7e18a14f7a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.532314Z digest=sha256:979736fd95a81cf78a4fd0dcd0f0e4024b4fffd7e4e20e7c54b92a87f8df420d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.618257Z digest=sha256:123c4e74a247e13c6829d4c9f2776da42485c1826202c6297fb86e20bfb438c2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.681523Z digest=sha256:e85fc66d027673c73baca12177c4ebef49996f99dd2a0ac40b8b055c4e0ebe1a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.739618Z digest=sha256:d6fbaefabcbaec302d4e4562ae241c7a01c99dc998ee755440c3e6e9611d4559

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.795941Z digest=sha256:d8e8c289ead31d25258ed2c5973bd257582bee530af807fc998fd62ae5187d55

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.831275Z digest=sha256:3b4c155bb7f80664b84e2334994d3116fa26ab7ccc9ea09bf171dc602daf1fe6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.906143Z digest=sha256:bc152a87d4c22d2de290b7093780eecc5404e4bbb772e66159c39b615fdca03e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:02.952316Z digest=sha256:a9061e3467454e1a7431c89d537c74fa44032db82ce99d819c6983ef2c7703bc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:56:03.008081Z digest=sha256:c8f39b38f1519002a284afeab2b371ce40065a585d72331758718e2c1fd430ed

Pith citing papers

No inbound Pith citation observations are available.