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Paper Citation Record · LEDGER

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning

As of 15 August 2026, this Paper Citation Record lists 100 of 104 outbound references and 1 inbound Pith citation observation for arXiv:2506.00430.

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

pith.paper-citation-record.v1
2506.00430 v3

Coverage vector

measured 100 of 104 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-19T12:06:37.793720Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T05:36:59.959813Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 104 outbound references displayed

  • verified exact2
  • verified fuzzy32
  • unresolved64
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cddcbd99-388d-46b2-b5a7-1e22d7aad68e · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.135393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:1d43b4cf2b3adfe15291a6be7d6d6a5918f33fdf2ee1a517dd8538d658ff91d6

Observation 2fcd27a2-ad46-4dc7-a785-39f4a5d88ede · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.123087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:d83f681fa9c3465c9b6161d1e5f19e1ce2167aabe9b8b573ef4ae09b0399a4bf

Observation 110d6fa0-7ceb-4693-b2c3-b21143bf9508 · outbound

This paper cites R., Smallwood, J., and Spreng, R.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning R., Smallwood, J., and Spreng, R

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.310913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:bda5da239489ea44dbdc362caa7d0bdcdb77dafd27ca3af3bcb32ffc65cc0cd9

Observation 77cbe5d9-8c18-4581-8d52-fdebf0015e67 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.275059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:c0046a36cec98dc7d172dbf7a0419f7e739320769d50b14f4f660bbb5696d5d3

Observation 885473bf-61ab-441f-a4b1-7747a2b981b6 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.020182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:e23fa5e289df943beab87b9ddc84769d1ab8d013092696169bb7c530d78f8775

Observation c20bd8a0-071c-4568-9b70-26e135c7d78e · outbound

This paper cites and Hitch, G.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning and Hitch, G

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.048138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:d37fcf44d61b43f17be15aeac7fccce8b30697c5b39a7402b58af14f169eb68d

Observation d87c4ef2-5020-4fad-9184-6651437c5942 · outbound

This paper cites E., Fort, S., Lanham, T., Telleen-Lawton, T., Conerly, T., Henighan, T., Hume, T., Bowman, S.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning E., Fort, S., Lanham, T., Telleen-Lawton, T., Conerly, T., Henighan, T., Hume, T., Bowman, S

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.154292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:59b45b6a71287748411b43d0d53eb17322b778daa14173be1ef96f96a9b8abd4

Observation 597117f5-3a11-439d-a99a-aa548db330c8 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.202015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:43e7226ee4d9ea49edc73dfeff1fca9cb928eb81dd0231a6ce5641f86ed0b8db

Observation 075f7039-773c-4e96-8081-5a9fd54d52dc · outbound

This paper cites J., Garrod, S., and Kessler, K.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning J., Garrod, S., and Kessler, K

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.342169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:224899c2cfd5cccca38bad65a51bf1a597da73f26beee3caddf316a010cc1895

Observation b1a30474-5e68-4379-b0a4-591f3f1db92a · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.139452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:7ef42f862bdcce78e5d1d0cea114e463f6a0e561878c8d0b45b34f08f81e3346

Observation 9c8fce55-8ff1-4a07-9313-1e19b7335320 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.025611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:3527480cdeac7a041a2939f67aa690aaf3848324a20e6ef50ffc5459cd5300d2

Observation ee0dc0cf-cbe6-41d0-abc9-f9f05aa0d47f · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.188112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:ceef7aa5014f2d625058b593394fce1e0f3327d775a6b384c6ab52e9a12a1902

Observation 58b8007d-6073-42b5-ade9-032ce9bf558c · outbound

This paper cites and Pipitone, A.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning and Pipitone, A

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.106870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:df92fad6b53281c142d06a3b7582c76fcba5ea65127d0dabfb6d88dd39d5f8d3

Observation f755f24a-ec7f-4d27-89d7-fb57a0d0f9cd · outbound

This paper cites F., Leike, J., Brown, T.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning F., Leike, J., Brown, T

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.265774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:ac5f3f0dc057607686fbaf897112959fe565864d612264ea678e93e70e704d41

Observation 98958514-66dc-4c40-9bb7-07689600afbb · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.281323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:25f31e601827b2b4b11ecab7efff7e96d32e2fddd7755303b879f03e6957d365

Observation 7475f2e1-62fc-4ded-aa5c-235e265df8fe · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.199803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:d87f407a5916423bb1492961576f0eba6803b4b53b683368511c3b2a0a8e6028

Observation 995a5c58-3d01-4549-8dd2-7fa3847f17fa · outbound

This paper cites and Changeux, J.-P.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning and Changeux, J.-P

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.180527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:38f09d66cf847ff918a53323672a234c4addb5b2c40e42a8c50200eb68e6578d

Observation 4333a1be-8d10-44b1-b133-5352a51933e2 · outbound

This paper cites and Naccache, L.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning and Naccache, L

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.054762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:9cd92716cef5d47a5eeb67aab4db6c7547b1fb357d6b0e49a0ddf7acc3b246bb

Observation 6a548201-abd1-4d39-823e-05fb38337dd1 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.214375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:08b313c37e7e0891055619076a92ad3f9b957d088ec747f135de7a73cb53a74b

Observation 0c18e7df-1f41-4a19-821e-bd3a135de580 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.238048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:a6a7b26132b7ef0067c1db43b401638731c48f661d85e5776815a8f94be5bee8

Observation 32fb41d9-6300-4934-8210-014fc45e5e58 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.094405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:7cb33bd29116201e40d23511aca3773a2880fa5782f0ffe84bc2fe6f9ca48b64

Observation 4f937cf2-37df-40bd-a12a-0c3109e7e20d · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.339714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:4cd4aac35e55317022406a9da65fc7c14fddd342d54d5cac0b28f111cd225218

Observation 52032918-3ce0-4efe-a7f9-8e3141603705 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.038565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:2c87f113f35a24749cdf53f907617f492dc90ea314adfaa20fd448a62f0ab434

Observation 341305b4-1c81-42dc-9368-79005090daa5 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.299402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:cfac5f352b2332c7c2b31765488af908d934900d42560890ccc339bf333db454

Observation 9d3143ce-316a-4d55-8f18-c590b105d988 · outbound

This paper cites Neural Turing Machines.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Neural Turing Machines

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-05-19T12:07:20.884436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:1bbca2b40c87a3821dc350e256d4c8490276d93875eef6a6062ca2d1d380ff9a

Observation 1d79d386-8b38-4679-b6b7-6c924f32c464 · outbound

This paper cites and Bluck, S.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning and Bluck, S

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.010461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:8d57b6d0b6e26f57537ad6b96da076edaccca02ac6925d5f4e6956df60ac25e4

Observation 5c1524ba-1fab-4296-9940-c93cc7b62c07 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.062410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:6b05953b913b11ae08ea60a254be9670b417cf1770b5f9c67973eedf2200d0b7

Observation 20f72481-925d-43c4-b927-ac5b4f260dba · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.329571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:19aa527f715e8dfeeb6fe52e93c9266d9dd9588f426cff572fa0f70f79152a7e

Observation 568c4b5c-4a95-455f-b7a6-07eca69c9b8c · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.185330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:6695627fbf32ddae2fb3aa1d2636363b62fb458953ef220be777332d225e269d

Observation 9a37dde9-4a2a-453d-bb4c-6b2f2375449f · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.090220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:598b5411c1e767c36d2e0f87340ce1aa3937330b4ef8e3a1ff8ef9883dfcdc7a

Observation aa79614a-d54a-43d2-9fb5-0cd16b7c7fbe · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:20.992060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:af67b82906786a1f1aa4317d5bd2e46017e09e6f2c3d89e475db3048fdd44505

Observation b24abb62-d519-4687-a7fa-f3150bc910f9 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.301142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:f7c57f88da671925fce84ddf1c673ec897ab7c5c258dadeb28b6d8e703fe2413

Observation c1c210f0-8e6b-4865-8dfe-244fede328ac · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.129171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:0db2ad1b0acfb3e8a6ae1d4ba8ff3192a118cc10ec55a12da87dd166f8c5d012

Observation 35899d32-28af-48f1-ac4d-19f7d57563bb · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.097205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:265782371052a295e77911a104ca570653f56e2a855ab9462868b8981e672143

Observation 9f543c5d-cdff-44c6-9927-a18b62f064a1 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.293538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:e14d5f46248381586c6a35768a3cd7c713fd0f8dde72c3dc052ff98cf7ddcd83

Observation a5e067ec-ad8e-408b-9917-03ffda967560 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.072606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:a7083cede31bb2b30bcddf75573c2d01b9a4f83f51f9fefeefae062355fcbc35

Observation d8c95f48-f395-467f-a8d3-8e102790a0ae · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.204414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:a7dfd93ff02ce966e99d8cd05815e4c8cefe6154bd6c2196cd34e91847b095cb

Observation edf05b19-0138-4fe7-a6f9-13f0809cd972 · outbound

This paper cites Training language models to follow instructions with human feedback.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Training language models to follow instructions with human feedback

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-19T12:07:20.890430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:a4b5d263dce136674bb01e7c43ac3bad7f22d217e5956fffe3ebedf9430f822a

Observation f656287d-b6eb-4aad-9c8a-cb7b56aa37f2 · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning MemGPT: Towards LLMs as Operating Systems

Reference 39

Resolution
metadata mismatch
local_arxiv, observed 2026-05-19T12:07:20.894136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:85c539cabb2ffac111bc3135dffef3000669e4f24a660ccc0f145988bdaddbf7

Observation fd8742f9-2edf-4dcd-82db-19536ee2ea4b · outbound

This paper cites S., O’Brien, J.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning S., O’Brien, J

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.337338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:4b4994d1685a2d977c7f3bfca4b3ee04f5906726f166eb5b6e3e398625fb7db0

Observation 974b7f52-425a-4b31-871f-1a8598e23819 · outbound

This paper cites E., Lanham, T., Telleen-Lawton, T., Brown, T., Henighan, T., Hume, T., Bai, Y ., Hatfield-Dodds, Z., Clark, J., Bowman, S.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning E., Lanham, T., Telleen-Lawton, T., Brown, T., Henighan, T., Hume, T., Bai, Y ., Hatfield-Dodds, Z., Clark, J., Bowman, S

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.044860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:9c1d3b90c73d484bda4501c54969b469ae1c1eccca1d55784918857e19dbcadb

Observation 5a8d20fe-ef54-4072-aa1b-bffa5d81a9cd · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.099837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:2f65f35aee986d9c4445783ec01a4fb229d542ee8bfdfc6690a1e65435341f83

Observation 9cd8d07c-b2ed-4b8a-b0d6-2e3aa0b69c06 · outbound

This paper cites and Chella, A.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning and Chella, A

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.171518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:3e71cbbdc80981f2b46467900e9ee8c2060d7fee2abbf50c5d7c78699cc4e02a

Observation 4517c996-5abe-4bea-b9ae-8c1b7832641e · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.175635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:a43855a5fc6a85902bd1380b6b8dc8990d7591bb40c80c47772d730bde27006e

Observation 3def7004-c281-4db4-946e-6b555da90969 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:20.998694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:ab162d59a46f36dd05c1a634a3cec501ed5f550edb6fa4940ad45ec6404bfc76

Observation f4e98f41-d492-4470-b0da-2ebaad25623a · outbound

This paper cites R., Cheng, N., Durmus, E., Hatfield-Dodds, Z., Johnston, S.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning R., Cheng, N., Durmus, E., Hatfield-Dodds, Z., Johnston, S

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.067108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:bff3a324aa40a0b7a1fe26a5cf466363d515abe8d47e5a0f22250fed0dad5f20

Observation 7491b595-10c3-4069-a500-70f414c25ab0 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.271749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:bffbfe1eebbed0ba27e6a5b0a27e0383e91eacad96f102e7b0462bb1f0d59d47

Observation 8095a095-a2e7-4aef-9d7e-ad8781b74277 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.290936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:3bd59db2e9771aa653b6bd96d39f7aefa294b82d43d63916099d6421f7a96c6b

Observation ad209769-1353-4976-aff3-f76ac97d24c6 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.269089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:c413dc2344bd179172b1c93c1cf7fdb8fbc34b19301e8df3ba2dd94fa52f07f9

Observation 051436d9-6503-4bc8-919d-09eef2bbbc12 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.220099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:c19c859d8ff0aed936ade84aec43d405b4b083d2126159f1cb8dea29fa9ebaf1

Observation dc236515-ebc5-4915-9d37-2f9372bf4441 · outbound

This paper cites and Glas, G.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning and Glas, G

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.034571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:660276de2dff62d2b5b63fb015094a2ea7c89c3a78898a017abdb676e96d479c

Observation b29fb1ff-b2c4-4a2d-a538-5094ca437a73 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.229367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:d6288bfa8034f0616e24369e1d6fc663811ab204600696727e1b03fca7e0cba2

Observation a74636cc-949b-4662-a281-293522c74421 · outbound

This paper cites V ., Chi, E.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning V ., Chi, E

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.232035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:77ca978670f2b1f48d367dce9f3a55427c2282cd95a810363d773dfbfcfa4418

Observation 15c94c6d-d270-40e7-8616-ce1bad8a93ea · outbound

This paper cites H., Le, Q., and Zhou, D.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning H., Le, Q., and Zhou, D

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.029121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:39d5e6eafec4172226e1aa8f2ad9348d3919c8b32a9fb00bb374548d9f5e17f5

Observation 99661194-5856-4772-8290-e33c5b2e11fc · outbound

This paper cites and Jeunen, O.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning and Jeunen, O

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.263298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:a9d80496968464ac4d7db1133d7ddab7f7ce2bb7ad36f03b7d14a8a28dd82351

Observation e7ae5b09-99f0-436a-8195-3218204219bc · outbound

This paper cites L., Cao, Y ., and Narasimhan, K.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning L., Cao, Y ., and Narasimhan, K

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.109786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:829b98f1a207f360f3293a21d39b50fda3e9c3bcab1179b33790289378eb1d14

Observation 4c40cb28-3041-4b80-b94a-7d34109ff64e · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.119955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:b8c288ba8805690b597fb9bda114aa07471d09658af5641e3c14b5e90e009367

Observation ce65f5a1-4706-4d98-ac8e-c1e0d9024dfd · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.247170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:9350da638c5e3e96c998a64163e1ebb53472e11a6c4b352e18f950116d940e92

Observation 6ff53c45-b405-4ada-b5ee-da8db0950b30 · outbound

This paper cites continue thinking.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning continue thinking

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.142371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:c14c0d3b2c8719f4fc1d7e37aa7cb0ce87080b749bd88bbbeeb86c7244547c65

Observation 75217a32-7a7a-497e-ab72-b801875d79fb · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.288566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:2f0ad7581929be6510cf76a0177c108e5cced39f5db5f6b528b484678e40a086

Observation 65fd9705-7a90-4a2b-8450-5a591f8ad9ed · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.003768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:392cbeb1a12db739a25617fcc5833b4cb584bbe77a8e151a5f39d7d4b0a73c5a

Observation 868e1783-b8e6-4667-9604-d7b8f32b6113 · outbound

This paper cites The median response time of 2.16s falls well within acceptable bounds for conversational AI, with 75% of responses delivered in under 3s.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning The median response time of 2.16s falls well within acceptable bounds for conversational AI, with 75% of responses delivered in under 3s

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.350429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:31d48a67b4b61802c8563a9baa70b8f68e6c04fbe2897c72cb280fdd5e319835

Observation eb411e7c-ff01-4c18-a8bf-963321dbe85d · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.303949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:a9239e9e2e39e700ea4fa624af7563ba2fc5e3bf4ebc6ecc6fa16fe11656c4e9

Observation 0b867020-2f31-4993-b542-6d241cbffedc · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.191135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:5702053197ea5246c30b5489991a6e36fdbd16f5f87095c9cc8fe13325b68591

Observation 87490f3f-40ee-461c-ab92-a9b38397fbcb · outbound

This paper cites the voice.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning the voice

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.259224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:d1429995ef1d8e89683145312332c7f6e927b9ab0f1ec75daa0879cf3eff591c

Observation 811f38f6-bf99-43cf-8f30-c073a04aca72 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.241417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:8a4760a115f0713a5295f08bc8d4ba910e1ed241b8ce053af1795be04f96f5d8

Observation 2665b1f9-bfe5-40f4-b7f7-9ccb3d2e3d40 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.314896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:71e0d886a509cbe3524d37c66e459774b51217b1f0748d8b16cbfd22002f4d8e

Observation 4d40cded-3970-43ff-849e-0d0bc632ff93 · outbound

This paper cites personality.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning personality

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.083468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:2275626650e1753d8388b056c65236ebca5c5ec588cb0f3e1ae52f1adc52dcc3

Observation 7e39c98f-73cd-4fac-a8ea-0ec75c271808 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.075867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:597441e013768ab9f52d1b84cc8eced065d00cec0dcb82a5da5810d3394f7aff

Observation 8d0acd2d-2ff5-437c-8f0d-1c413b9ebada · outbound

This paper cites multiple drafts.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning multiple drafts

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.347253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:31f413781b1db86ee9f8867039ed893093743aefbdbcc0aa9f043e1ac69896c3

Observation 64a84f76-6bc8-4f3d-b7ca-32ef8d42eac9 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.157689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:0f02877367e84b59acadd9393b364379c5f7f06cec5bc33d16197cbf8101557f

Observation daef6d6a-9cd9-4753-9760-e8f58e0d5ba2 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.254064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:80dca9d263bb9e96ee327ed040187cab34b6eb7226c86ad43a94c14f884c392a

Observation d859ca2e-7999-4b83-baea-00db890e558d · outbound

This paper cites Cognitive Controller Narrative Synthesis.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Cognitive Controller Narrative Synthesis

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.334258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:b8c3c39d76f4efc75a42a06afe3f7876b3acfca0df6b59b55417064807cd55bf

Observation 04482cc5-6f8f-4af5-b4a5-4880d43ad88a · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.217363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:a67e1f3cf6c32150166d714fd6f37a0df09b964350353ee5ddbcb499fed379f5

Observation 9ba72ab2-5f8d-4a92-a7dc-62c80e3be959 · outbound

This paper cites I will use it as background wisdom while focusing primarily on the current user message.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning I will use it as background wisdom while focusing primarily on the current user message

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.208411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:0b37e20c1a88aa4a4a96bde73ff9c86f982e7cb478660d9e93dba53202453551

Observation 1f75b4b2-b38b-4e03-899d-ec27dd0ee028 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.322747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:0d70601809e91a3dd8ec34a4b7b14abf7c37f629c84e358425fcb34498dded50

Observation ce3abc34-47ad-492a-b8bc-3372fdd61c67 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.032051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:ac2de79129ab553b52f5e95a41577dfd804f94aa2b96afa6e6b7b23d07aeab3a

Observation 07aa2a8a-5c13-4172-a154-0bc7eca97738 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.196673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:9704230bbf432217d49869036df8ed9cc91dd835bd5693924ac0ba98c0f8017d

Observation 0832cd6f-33b8-4a1e-a30f-5a577d929f57 · outbound

This paper cites E.2 The Cognitive Controller I am the core awareness of a unified cognitive AI system.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning E.2 The Cognitive Controller I am the core awareness of a unified cognitive AI system

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.160150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:27c272f82ae592cd210d70a7a48d2e83ce97e0afa419a9fe3146bd6152ae4721

Observation b9a366e6-3d70-4ce2-80b9-18066df8df7a · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.235531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:fea948099353747842d61ccfea67855060a17e8233685ef11ef90f48bdc32a2e

Observation 0e6b2120-1848-4241-8124-2d9515d33e6f · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.307550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:025865eb742ba2d6e5025831324f7105f8516a45712d492a6730e33e97ad14f1

Observation f19138e7-b4af-46ac-82f9-db56a9e4e29a · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.013996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:79f716dede5fe3961c7eef0286e448b635b5febd7736273691406762ce55b328

Observation 888f3ec8-29ad-4845-b9d5-53630345f36b · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.078962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:088798a41e1fe636752365a6f878c425fd5f43c6dd66709ca4685e210fa1fb38

Observation dbaab336-803b-4538-9869-95300c3de06e · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.223343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:2dfe7da5df62e478c0727767b9adc548d39db33bc9a1217d06481937286845d5

Observation c1d76b6d-4eea-4b40-80a7-4f813c7cace0 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.070307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:182268a3897aa94a396c951b8c7bffae8a9a53647e8299a2f5a71ae2dd1ae361

Observation 54eb03b3-9c99-41eb-a5b1-92f7cbd188bc · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.127100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:31e1febb1f8b29a2eeeb2729a67f9bf2ad76bb750a01409e7ccaa7cc833d7ca4

Observation a8e61306-a755-4db8-9192-d43c012e057b · outbound

This paper cites thinking out loud.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning thinking out loud

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.325390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:3da854a2b9c159d82cbd5c8a7c1a7ceeaf03385a9774634a4860fe49b816613f

Observation 4f3b7909-bde9-487c-a7c6-3d54154088d6 · outbound

This paper cites Connect ideas, question assumptions, and consider alternative viewpoints.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Connect ideas, question assumptions, and consider alternative viewpoints

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.285493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:dfb668ef1a13a583ad48d1c413c7ed1ec59d3fd42925f7f2e035f5bca5c5f7d6

Observation e3386baa-274f-4510-84e8-e9f19acfbadb · outbound

This paper cites Let one memory trigger another.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Let one memory trigger another

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.279141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:e686618a7d12937a42bfdfe8faa468667b9bfa89b05cf0a43115dbfa20a2e0e2

Observation 52f6979d-6a7d-46d5-953d-00525c1deef3 · outbound

This paper cites reasoning.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning reasoning

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.250984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:e87dd417fb31b47b58e160d97aa8403fa147530aec16edc486bbe2c12e3d0045

Observation 68430069-8422-433e-b231-fbab062969c7 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.040863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:9251ca3d95d068cf3cfb1ccd927a29cc742a634d1454db832401141af69b3d09

Observation 776d1105-b2fd-4cae-ab3c-18e4689b3857 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.149212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:f57dacfe829def20f250034401802bf519c60b51ef63b89be1215e4092729194

Observation 94fecf8c-a6ba-436a-8898-187a1ec897f3 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.193705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:ebed1221cda29fc7fef4715ada58f9cd8e207db17add9892798cfe1bd2d760f3

Observation b603cac3-ab31-4f7e-969c-eacb06d7bce9 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.112717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:7e3412be7f495df8eb1e7e69b94093ab6731b8aa1dc6668bbfeacb1cd2789a68

Observation a2aea162-29fc-4a01-b703-2b39a95fa429 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.344867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:647506653f3c024bebd6ac7ed0ea96b2664f8392c5a44a4a7602b57d9a516dea

Observation f77a99e5-e4c5-4d22-805d-9d0fe1eaafd5 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.132475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:5060e99880256d3a76a10903a1d00a48ce005bfdbec51c25e5fee367386ffd62

Observation 2c52a067-f44c-4970-9d20-154f4a4d2179 · outbound

This paper cites an unresolved cited work.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-05-19T12:07:21.167620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:713e1b2ac21f2b644ea9059476ff7d5ea0f3636debf7d0a2e3435e30a6dbb765

Observation 1bba9ce8-93d6-46b6-a001-302477182731 · outbound

This paper cites The benchmark specifically introduces information about other people’s preferences between the initial safety constraint disclosure and the final safety-critical query.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning The benchmark specifically introduces information about other people’s preferences between the initial safety constraint disclosure and the final safety-critical query

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.211389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:cbbefcb7e65c712977057ca662765e6efedaaf0d5c8604c4447b18e7edf9a17a

Observation 50f231c6-5b30-4e2f-80c9-3057b761f5f9 · outbound

This paper cites This directly tests MIRROR’s ability to arbitrate between conflicting objectives.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning This directly tests MIRROR’s ability to arbitrate between conflicting objectives

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T12:07:21.086741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:08656c672fae39523e874fac5874863ab45021aa2b599dda7d09bddf6defc3cc

Observation 146106fb-72d7-40c0-92e3-a442f79397e6 · outbound

This paper cites golden history.

MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning golden history

Reference 100

Resolution
malformed identifier
raw_fallback, observed 2026-05-19T12:07:21.116826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T12:06:37.793720Z digest=sha256:0f1ff0b4e074baf0917cd8464fd952dbc15bfeb037fb160211d0b7a85ab8fb46

Pith citing papers

Observation 713f0885-5eca-4ff2-a69f-72eabca26eb1 · inbound

Relational Positioning as a Measurable Risk Object: History-Carried Lock-in and Self-Confabulation in Multi-Turn Human-AI Dialogue cites this paper.

Relational Positioning as a Measurable Risk Object: History-Carried Lock-in and Self-Confabulation in Multi-Turn Human-AI Dialogue MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-14T05:36:59.959813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T05:36:59.959813Z digest=sha256:c9df295bebadf139dbc5aceb2a13ac31fc321e47ccd2ed9d818b1b644467f5fe