Paper Citation Record · LEDGER

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks

As of 10 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2608.06227.

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

pith.paper-citation-record.v1
2608.06227 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:10:31.450502Z

measured 35 of 35 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

35 of 35 outbound references displayed

verified exact2
verified fuzzy21
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 569cf0ad-613f-4aff-8e29-4248f5e26e54 · outbound

This paper cites Artificial general intelligence (AGI)-native wireless systems: A journey beyond 6G,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Artificial general intelligence (AGI)-native wireless systems: A journey beyond 6G,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:36.155617Z

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.

Observation 0f352656-0604-43c9-957d-c9fc555e91bb · outbound

This paper cites Causal reasoning: Charting a revolutionary course for next-generation AI-native wireless networks,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Causal reasoning: Charting a revolutionary course for next-generation AI-native wireless networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:36.046047Z

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.

Observation 4f02c4aa-446e-4a54-8a27-6f0249819cec · outbound

This paper cites Time, simultaneity, and causality in wireless networks with sensing and communications,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Time, simultaneity, and causality in wireless networks with sensing and communications,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:35.900363Z

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.

Observation d0ee3a3f-c5b3-46c9-913b-19ac0a9cc869 · outbound

This paper cites Information value theory,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Information value theory,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:28.337026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a13e8d5-d5ce-4c87-9f2b-06823df1d711 · outbound

This paper cites Metamind: General and cognitive world models in multi-agent systems by meta-theory of mind,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Metamind: General and cognitive world models in multi-agent systems by meta-theory of mind,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:28.435977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f3456f7-c3b4-4b18-8084-7a163962cc19 · outbound

This paper cites Dmwm: Dual- mind world model with long-term imagination,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Dmwm: Dual- mind world model with long-term imagination,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:35.761137Z

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.

Observation 68c28109-2f1e-4722-a84f-d0a38eb77084 · outbound

This paper cites Digital-twin- enabled 6G: Vision, architectural trends, and future directions,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Digital-twin- enabled 6G: Vision, architectural trends, and future directions,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:28.626208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45374d49-d8b1-40a0-bfe4-b0d0776990e6 · outbound

This paper cites A path towards autonomous machine intelligence,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks A path towards autonomous machine intelligence,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:35.610811Z

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.

Observation bd1b7f5d-6b95-457c-869e-d6e66e49ff5b · outbound

This paper cites From simulators to digital twins for enabling emerging cellular networks: A tutorial and survey,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks From simulators to digital twins for enabling emerging cellular networks: A tutorial and survey,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:35.406074Z

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.

Observation 026a7792-6aad-4146-9b8d-aeab1d8d2282 · outbound

This paper cites Digital twin for open RAN: Toward intelligent and resilient 6G radio access networks,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Digital twin for open RAN: Toward intelligent and resilient 6G radio access networks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:35.019438Z

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.

Observation 7f7bb1ee-13fa-4db2-94ad-29a6971eb367 · outbound

This paper cites Digital twins and multi-access edge computing for IIoT,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Digital twins and multi-access edge computing for IIoT,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:34.700898Z

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.

Observation d6b11429-4e92-48ab-93ba-b92a19bf13e4 · outbound

This paper cites Digital-Twin-Aided Dynamic Spectrum Sharing and Resource Management in Integrated Satellite-Terrestrial Networks.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Digital-Twin-Aided Dynamic Spectrum Sharing and Resource Management in Integrated Satellite-Terrestrial Networks

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:10:32.101083Z

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.

Observation 2a3333fd-92e1-4cfa-80ff-a89e7d9f25e8 · outbound

This paper cites Generative ai empowered network digital twins: Architecture, technologies, and applications,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Generative ai empowered network digital twins: Architecture, technologies, and applications,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:34.543399Z

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.

Observation ae2f0b16-ae46-4f2b-88f4-69b1fac4e386 · outbound

This paper cites LLM-Integrated Digital Twins for Hierarchical Resource Allocation in 6G Networks.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks LLM-Integrated Digital Twins for Hierarchical Resource Allocation in 6G Networks

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:10:31.900584Z

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.

Observation 26b193f6-33db-41e3-8a4f-ac643f4462f9 · outbound

This paper cites Learning radio environments by dif- ferentiable ray tracing,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Learning radio environments by dif- ferentiable ray tracing,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:29.315759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84c7f73-4543-4d4a-a6c4-0b01564f65ff · outbound

This paper cites Large Wireless Model (LWM): A Foundation Model for Wireless Channels.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Large Wireless Model (LWM): A Foundation Model for Wireless Channels

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:29.443651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a44fc41-740a-4dd5-93fe-2e0cf4dfffa8 · outbound

This paper cites Koestler,The Ghost in the Machine, 1968.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Koestler,The Ghost in the Machine, 1968

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:34.342574Z

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.

Observation 5a63940b-1fc9-4648-b947-02ce51aeeee7 · outbound

This paper cites an unresolved cited work.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:10:34.173014Z

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.

Observation c8d4cff4-da4d-47d9-ba14-4f9251d00e39 · outbound

This paper cites Fundamentals of holonic systems and their implications for self-adaptive and self-organizing systems,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Fundamentals of holonic systems and their implications for self-adaptive and self-organizing systems,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:34.020572Z

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.

Observation 209b97bc-d11d-4c32-8632-6d7cda95f019 · outbound

This paper cites Using markov blankets for causal structure learning,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Using markov blankets for causal structure learning,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:33.883869Z

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.

Observation 3d87ade2-fcbf-4370-95d3-8b277999f90b · outbound

This paper cites Barr and C.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Barr and C

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:33.741853Z

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.

Observation 1a6e0822-62d3-4017-9536-b7b127514e17 · outbound

This paper cites Active inference: a process theory,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Active inference: a process theory,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:30.095710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05368431-8416-49c8-aebd-57abfe6f9103 · outbound

This paper cites Integrated information theory: from consciousness to its physical substrate,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Integrated information theory: from consciousness to its physical substrate,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:33.552131Z

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.

Observation 17c3a3e5-3887-4661-9485-cac7ba156b95 · outbound

This paper cites Kahneman,Thinking, fast and slow.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Kahneman,Thinking, fast and slow

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:30.277980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ed16466-eb0b-49f6-9458-436779bacfa2 · outbound

This paper cites Deep learning on multimodal sensor data at the wireless edge for vehicular network,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Deep learning on multimodal sensor data at the wireless edge for vehicular network,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:30.381468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2741ff9e-df48-4cb0-8eb6-d6b0c063529c · outbound

This paper cites Deep learning for hybrid 5G services in mobile edge computing systems: Learn from a digital twin,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Deep learning for hybrid 5G services in mobile edge computing systems: Learn from a digital twin,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:33.396050Z

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.

Observation 1250ce31-e18b-412c-84e9-73ccad6e8a46 · outbound

This paper cites Toward intelligent cyber-physical systems: Digital twin meets artificial intelligence,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Toward intelligent cyber-physical systems: Digital twin meets artificial intelligence,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:33.256977Z

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.

Observation 471a722f-eb8f-4920-8584-2389a6f9bf01 · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:30.671001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f99161f-0c50-407f-9630-dae60a29f9cf · outbound

This paper cites Aleatoric and epistemic uncertainty in machine learning: An introduction to concepts and methods,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Aleatoric and epistemic uncertainty in machine learning: An introduction to concepts and methods,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:33.094693Z

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.

Observation d98a7ace-c1e8-4746-b00a-f936cd85de11 · outbound

This paper cites Cooperative heterogeneous multi- robot systems: A survey,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Cooperative heterogeneous multi- robot systems: A survey,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:32.892054Z

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.

Observation c3c13cb8-b72e-4078-950a-c5c69b08a60d · outbound

This paper cites Dynamic Markov Blanket Detection for Macroscopic Physics Discovery.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Dynamic Markov Blanket Detection for Macroscopic Physics Discovery

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:30.968222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52d9051f-78d9-4ead-a90e-a8aad4f80051 · outbound

This paper cites Active inference as the test-time scaling law for physical AI agents,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Active inference as the test-time scaling law for physical AI agents,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:32.709298Z

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.

Observation b42933a0-190e-4898-b256-6005fd22d79b · outbound

This paper cites Active inference for physical ai agents: An engineering perspective,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Active inference for physical ai agents: An engineering perspective,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:31.207061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8690577c-06aa-4e47-83c6-242c8ce5588b · outbound

This paper cites Age of information: A new concept, metric, and tool,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Age of information: A new concept, metric, and tool,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:32.531846Z

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.

Observation c161925e-be03-4993-9ffb-78a57acad706 · outbound

This paper cites Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach,.

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:32.393681Z

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.

Pith citing papers

No inbound Pith citation observations are available.