Paper Citation Record · LEDGER

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems

As of 7 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2604.23878.

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

pith.paper-citation-record.v1
2604.23878 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T06:11:28.038346Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

20 of 20 outbound references displayed

verified exact1
verified fuzzy9
unresolved9
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f8439f71-ef4a-47d2-8720-8474809fd7be · outbound

This paper cites neurons that fire together wire together.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems neurons that fire together wire together

Reference 1

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T21:16:17.914421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f37bb1aa-8223-4ce2-b66f-82bd2deea12f · outbound

This paper cites method of loci.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems method of loci

Reference 2

Resolution: verified exact; doi, observed 2026-05-08T23:24:25.424695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 773ab629-c3be-43d6-a83b-5c29e4aecc3d · outbound

This paper cites an unresolved cited work.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-26T19:08:15.280922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8e17fe84-e525-4eaf-bafc-88696bafbd8c · outbound

This paper cites 42 GPT-4o’s ZenBrain preference is therefore robust at full-500 scale and is not a Sonnet- specific alignment artifact.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems 42 GPT-4o’s ZenBrain preference is therefore robust at full-500 scale and is not a Sonnet- specific alignment artifact

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:08:15.285024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 63e178b7-4889-48e8-aaf3-cd12e6262cb3 · outbound

This paper cites ≥1 gold fact retrieved.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems ≥1 gold fact retrieved

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:08:15.288700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ec1d8d98-180c-4efa-8e98-38ccb1ef2151 · outbound

This paper cites Scope and claims.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Scope and claims

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:08:15.244734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d6e29da2-34cd-4388-a028-0e8b39921d28 · outbound

This paper cites D (broader impact).

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems D (broader impact)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:08:15.239573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 58cf194d-c7c8-42ff-8489-979f41a139d5 · outbound

This paper cites L, sta- tistical protocol in §6.2 and Section 6.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems L, sta- tistical protocol in §6.2 and Section 6

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:08:15.264249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 674f30b4-3ef0-4a01-9842-03d2c9cee575 · outbound

This paper cites an unresolved cited work.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-26T19:08:15.255942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 130f04f1-7f6d-47bd-b782-197214c89f19 · outbound

This paper cites an unresolved cited work.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-26T19:08:15.252726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ecf8ba59-3c7e-4f99-a26a-4f2898b2d80f · outbound

This paper cites an unresolved cited work.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-26T19:08:15.277547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1b3dac7f-b263-41c6-82dd-bb386863b366 · outbound

This paper cites Simulation-only components (retention, sleep, Two-Factor KG, Bayesian propagation) complete in < 5 minutes.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Simulation-only components (retention, sleep, Two-Factor KG, Bayesian propagation) complete in < 5 minutes

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:08:15.274862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 52a269eb-ec33-4a73-82e2-cde51313b25f · outbound

This paper cites an unresolved cited work.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-26T19:08:15.269388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2150d981-c008-46a2-883b-cf424da4e843 · outbound

This paper cites an unresolved cited work.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-26T19:08:15.258354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1332fd96-fcca-4d71-bb13-902efc74f536 · outbound

This paper cites an unresolved cited work.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-26T19:08:15.261215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9aaf4519-b90f-41d4-9c29-1a743d1dff35 · outbound

This paper cites an unresolved cited work.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-26T19:08:15.271364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6c033ab4-2d47-4a77-bd09-7aff234b785a · outbound

This paper cites an unresolved cited work.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-26T19:08:15.274343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 872f025e-bae8-4d3c-8daf-8d2476c3ba9a · outbound

This paper cites N (§ A.8)) used a single independent rater, blinded to LLM-judge scores, scoring queries on the same 0–5 rubric used by the three LLM judges.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems N (§ A.8)) used a single independent rater, blinded to LLM-judge scores, scoring queries on the same 0–5 rubric used by the three LLM judges

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:08:15.251955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f8080eaf-1dca-4b1f-b114-dee267341d4b · outbound

This paper cites Consult Item 14 above for the rater protocol.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Consult Item 14 above for the rater protocol

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:08:15.255641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dc07cbf5-36d6-4614-94de-397475acfa22 · outbound

This paper cites Roles (a)–(c) are non-methodological aids; roles (d)–(e) are methodological components 46 and are described in Section 6.

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems Roles (a)–(c) are non-methodological aids; roles (d)–(e) are methodological components 46 and are described in Section 6

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:08:15.247606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.