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Paper Citation Record · LEDGER

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems

As of 8 August 2026, this Paper Citation Record lists 100 of 169 outbound references and 0 inbound Pith citation observations for arXiv:2608.00680.

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

pith.paper-citation-record.v1
2608.00680 v1

Coverage vector

measured 100 of 169 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:44:45.481707Z

measured 100 of 100 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

100 of 169 outbound references displayed

  • verified exact8
  • verified fuzzy0
  • unresolved92
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8d8cc822-fd72-44de-a898-d4e60d06251f · outbound

This paper cites When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation

Reference 1

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Observation 14fb4318-0a6a-4f0c-ac06-d43f239cce44 · outbound

This paper cites , author Bothell, D.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Bothell, D

Reference 2

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Observation bb5bca55-53f4-4629-9ea9-deb4b6e766e5 · outbound

This paper cites , author O'Malley, L.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author O'Malley, L

Reference 3

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Observation 85aeb2a8-657a-40f1-81d7-5b1669a8cda0 · outbound

This paper cites , year 1992.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1992

Reference 4

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Observation 5c3fa7f1-a54c-4864-93a7-89726a6305f0 · outbound

This paper cites , year 2000.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 2000

Reference 5

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Observation 41f1d6d9-c2b4-4bbe-a9b5-4f8f2e1c9802 · outbound

This paper cites , year 2003.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 2003

Reference 6

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Observation 51b69832-3d02-4428-84a0-a22472887152 · outbound

This paper cites , author Ceci, S.J.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Ceci, S.J

Reference 7

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Observation aece68a6-208a-416a-a99b-800031f2c243 · outbound

This paper cites , author Gebru, T.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Gebru, T

Reference 8

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Observation 227b2824-4143-44f6-b949-b9c77c95d971 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems On the Opportunities and Risks of Foundation Models

Reference 9

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Observation 79bf42a5-c7b7-4a7d-8679-fa924dbe51a2 · outbound

This paper cites , author Mensch, A.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Mensch, A

Reference 10

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Observation cfcdca6f-d65f-4da7-82a4-da66054ed818 · outbound

This paper cites , year 1988.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1988

Reference 11

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Observation 10dcef57-cfe3-4d79-b75b-b881924eb1cd · outbound

This paper cites , author Chalmers, D.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Chalmers, D

Reference 12

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Observation f4e9c42f-691c-4e10-bfa8-66054026c091 · outbound

This paper cites , author Khandelwal, U.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Khandelwal, U

Reference 13

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Observation bf13e889-6490-4f49-8e8d-2f7e21d97cea · outbound

This paper cites , author Meehl, P.E.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Meehl, P.E

Reference 14

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Observation 653dc055-991d-4213-8785-8ccda6715177 · outbound

This paper cites , author Kyle, K.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Kyle, K

Reference 15

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Source-reported events for the cited work

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Observation 1f2427df-05f6-4f7f-a820-4db93a087ef9 · outbound

This paper cites , year 2017.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 2017

Reference 16

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Observation 000615c8-2a1e-41b3-a7a6-5a87228b4d1d · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Towards A Rigorous Science of Interpretable Machine Learning

Reference 17

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Observation 3d59bbba-dbce-43eb-b893-e9613d902022 · outbound

This paper cites Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation

Reference 18

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Observation 140c0886-e10a-4ae0-891c-80edf3dc101c · outbound

This paper cites , author Jurafsky, D.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Jurafsky, D

Reference 19

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Observation 7abd2be5-519b-498e-b626-8322fe832cb4 · outbound

This paper cites , year 2018.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 2018

Reference 20

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Observation 3468200f-8614-485b-b4ee-80a5711f5a8c · outbound

This paper cites , author Ghahramani, Z.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Ghahramani, Z

Reference 21

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Observation 9892e424-523d-49cd-ade0-f1b2f815a82c · outbound

This paper cites , year 1983.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1983

Reference 22

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Observation 6a35142b-55b5-455a-9527-06d98a8b2c3a · outbound

This paper cites , author Lieder, F.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Lieder, F

Reference 23

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Observation 80122fa6-3edf-4200-a5fd-e3d6f1d51e04 · outbound

This paper cites , author Pleiss, G.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Pleiss, G

Reference 24

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Observation 9b3d6973-de9c-436d-a2e5-58559921c44c · outbound

This paper cites , author Baker, R.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Baker, R

Reference 25

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Observation cb9a2eb9-9ae0-4c6b-870e-0f55237a2108 · outbound

This paper cites , author Hasan, R.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Hasan, R

Reference 26

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Observation 80f2a1aa-dbfe-48c1-b160-7a37178e9cf8 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Measuring Massive Multitask Language Understanding

Reference 27

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Observation ad1c87da-5b65-4ebe-a7ce-765548aaff23 · outbound

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Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Training Compute-Optimal Large Language Models

Reference 28

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Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , editor Morrison, R.G

Reference 29

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Observation 89d43cd9-faf8-456a-84c8-34a29f9b1ade · outbound

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Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 30

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This paper cites , year 1995.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1995

Reference 31

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Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Lee, N

Reference 32

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Observation 3c23083a-65d1-493a-8588-22b26521d51c · outbound

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Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Carpenter, P.A

Reference 33

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Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 2011

Reference 34

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Observation e9c071f8-1248-4e43-8319-ac933dcded7d · outbound

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Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Scaling Laws for Neural Language Models

Reference 35

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Reference 36

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Observation dbb62c34-81fe-4993-a160-2e7cc12a7903 · outbound

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Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Conway, A.R.A

Reference 37

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Observation f0d7f2aa-dda8-4dda-8068-96951d71acc3 · outbound

This paper cites , author Campbell, D.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Campbell, D

Reference 38

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Observation f645ac63-ee0b-4740-9d3f-311650a79224 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 39

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source=arxiv_source observed=2026-08-04T00:44:40.004577Z digest=sha256:f296d1cf507fbbc043e83d8b3c2af774743293050093b4fcbcfbc6a1d87b4c3d

Observation bc177295-0774-4234-a5a4-fae21f980f6d · outbound

This paper cites Holistic Evaluation of Language Models.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Holistic Evaluation of Language Models

Reference 40

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source=arxiv_source observed=2026-08-04T00:44:40.124329Z digest=sha256:1d395c4e5457afba5b6b9d91f3b15948e0904604c0c35754ce814ba7be91977e

Observation 6b083cfb-6e01-47fd-a6f2-cabcdd66c09b · outbound

This paper cites , author Hilton, J.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Hilton, J

Reference 41

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source=arxiv_source observed=2026-08-04T00:44:40.277352Z digest=sha256:d3a7a0581358ae0dfe9ede98e4ee37dbc99eb12115f0bbd6970b2acaa6bd54f5

Observation 477ec86e-bf1d-4f05-be82-daaf1d29f3a2 · outbound

This paper cites , author Guo, Y.X.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Guo, Y.X

Reference 42

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source=arxiv_source observed=2026-08-04T00:44:40.438307Z digest=sha256:d99315a048e77c506beec743a89a29538d58d260be7c1c2987eae572e4c58e88

Observation 97143096-4ab7-448a-84d4-d794d044baeb · outbound

This paper cites , author Schwartz, R.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Schwartz, R

Reference 43

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source=arxiv_source observed=2026-08-04T00:44:40.605482Z digest=sha256:59396ebc79e6a2ea2f1a78630ad2f20413200972a1ac6e49f8a7deaa637a368b

Observation 4916d861-cd4d-4283-9252-c0e656559148 · outbound

This paper cites , year 1982.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1982

Reference 44

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source=arxiv_source observed=2026-08-04T00:44:40.750828Z digest=sha256:4547d1eb131888635bc3d1d2e0b3e03ed019e03b825c9d98c982d0379dd114d2

Observation 0c301a60-eacc-455c-9487-9c27e0938ade · outbound

This paper cites , author Narayan, S.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Narayan, S

Reference 45

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source=arxiv_source observed=2026-08-04T00:44:40.871481Z digest=sha256:a429b74aa898d6b78b53fd638b64879cc6a600760124df8576cdb2772fb15c6a

Observation 61fa23cc-0b7b-4188-ba82-dfc7f52bc0fe · outbound

This paper cites , author Louwerse, M.M.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Louwerse, M.M

Reference 46

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source=arxiv_source observed=2026-08-04T00:44:41.028203Z digest=sha256:81cec80e2b8a43c3b676aba2ebd862cc9c07dc4a22ee32e91e05a29169c98766

Observation d05e9564-7c67-4161-87b7-17438fb7ed6b · outbound

This paper cites , year 2025.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 2025

Reference 47

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source=arxiv_source observed=2026-08-04T00:44:41.162999Z digest=sha256:3a31e2140558f0d5333c8564e1b07c60d361accf4be7339aaf197984a5f2aee2

Observation 998e0355-d1ec-4b79-8d3c-1784a1f17998 · outbound

This paper cites , year 1995.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1995

Reference 48

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source=arxiv_source observed=2026-08-04T00:44:41.212354Z digest=sha256:70d54aad36fd6a164b0bb850e07e5c93ec5e4c40ec4c5aa0a0b31eec52b693c4

Observation 3c3f451f-4382-43a0-b764-5bc2fb846a8b · outbound

This paper cites , year 1956.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1956

Reference 49

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source=arxiv_source observed=2026-08-04T00:44:41.341405Z digest=sha256:95ccf917b80f40c69b509aca7e8736fdab972046ea4c1d06c26b857b1292f061

Observation eb3fdf47-5e3b-4ea2-b7ac-5a802cde2465 · outbound

This paper cites , year 2021.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 2021

Reference 50

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source=arxiv_source observed=2026-08-04T00:44:41.419503Z digest=sha256:05426be9cfb2a87145d9c3145a17b39ba262e5274810a443c625e6fce7705132

Observation 4e9dcbd7-090b-4941-a494-94e8fadc30e5 · outbound

This paper cites , author Terwee, C.B.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Terwee, C.B

Reference 51

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source=arxiv_source observed=2026-08-04T00:44:41.469038Z digest=sha256:76d603a6f3a7c193e0f4bdbeeb335bd0bba7d46748e590c2c3a9012307056981

Observation eb73e787-a6c6-4cc2-8443-7492f07dfee1 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems WebGPT: Browser-assisted question-answering with human feedback

Reference 52

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source=arxiv_source observed=2026-08-04T00:44:41.511852Z digest=sha256:9811d63eb9b151b5fdc6fdc3ec74e699640387be9e031b401c6a9a232c15f1ac

Observation 3f0f209a-ddea-49ec-bd73-7969414dadd1 · outbound

This paper cites , year 1990.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1990

Reference 53

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source=arxiv_source observed=2026-08-04T00:44:41.570572Z digest=sha256:18d6a34700b4e7f8a7643e9d164183acf07ec6cd97386fa150a63566801a5827

Observation 6d33fc21-65cd-4b1d-b700-53efedbbbb6a · outbound

This paper cites , author Simon, H.A.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Simon, H.A

Reference 54

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source=arxiv_source observed=2026-08-04T00:44:41.625737Z digest=sha256:f7f02b019419a271d5c7774c01689bb3fb3b2769f5b7f387129e10e0debb3b24

Observation 10c1f04f-9f15-4e5f-b0c3-99cf3a1de9f3 · outbound

This paper cites , author Salomon, G.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Salomon, G

Reference 55

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source=arxiv_source observed=2026-08-04T00:44:41.684156Z digest=sha256:9c77a50250aae208c7534fe3987ef3d02d9c19d9dc802db73bb81c03b027a94e

Observation c0c37829-80fd-4132-b232-42c206797e64 · outbound

This paper cites , author Godfrey, C.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Godfrey, C

Reference 56

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source=arxiv_source observed=2026-08-04T00:44:41.735892Z digest=sha256:4a1a084f98dbc9682338e596127b99f9f82617ba698937eba6a07cc49a246afc

Observation cd37cc0e-6b00-4fd0-beb4-1d01b15b8d4a · outbound

This paper cites , author Mokkink, L.B.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Mokkink, L.B

Reference 57

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source=arxiv_source observed=2026-08-04T00:44:41.773930Z digest=sha256:6f580b4229479a5a7ae6859a7da51a8ce935b6e57345d0c54d9e513af15c05e5

Observation 9fdc3ab4-0c71-4a13-85ec-e0013b3eed0f · outbound

This paper cites , author Kumar, I.E.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Kumar, I.E

Reference 58

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source=arxiv_source observed=2026-08-04T00:44:41.834305Z digest=sha256:8899d5c5169efbaf3926ead52d8ef681be224e641f8487d06f6a7c9ff5bcb3e9

Observation e6790e87-acc2-4306-843f-073701b47514 · outbound

This paper cites , author Kovaleva, O.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Kovaleva, O

Reference 59

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source=arxiv_source observed=2026-08-04T00:44:41.902076Z digest=sha256:d7ab1ebe68b78ee687b8685293d9e7bd48de287ea77b387ee61bfa16a279a0f5

Observation ff96a79a-5b22-4319-a2e9-e292ddf7fa30 · outbound

This paper cites , author He, H.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author He, H

Reference 60

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source=arxiv_source observed=2026-08-04T00:44:41.950812Z digest=sha256:7e4150132200b869761c14a11c828c34cde088579640edfe023145a3818fd36e

Observation 67e1624d-ee58-4c5e-a703-62b2cad7663b · outbound

This paper cites Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws

Reference 61

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source=arxiv_source observed=2026-08-04T00:44:42.010947Z digest=sha256:969b29487cbe6c7b8a8d0261d97a3472e8e915979a2dd2f976618b8b4819d220

Observation fd650397-38bb-456c-9017-ffdea2bc47b8 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 62

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source=arxiv_source observed=2026-08-04T00:44:42.059277Z digest=sha256:04fc2d9a1ceba668ef0fc11cdedf6d6c8fdd2df1bf4dd1e1d784e2627662b4d2

Observation 852ac174-8b20-43f3-a26d-5fd9b3d0bbfc · outbound

This paper cites , author Dodge, J.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Dodge, J

Reference 63

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source=arxiv_source observed=2026-08-04T00:44:42.105629Z digest=sha256:e38ddd8210ba85b1902977f259b2db143dc61bf68bfe2f51e276279b755613ce

Observation 316a0a75-b919-48f1-850e-11d66e23b49a · outbound

This paper cites REPLUG: Retrieval-Augmented Black-Box Language Models.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems REPLUG: Retrieval-Augmented Black-Box Language Models

Reference 64

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source=arxiv_source observed=2026-08-04T00:44:42.187896Z digest=sha256:3e51b3b844cfbb0d862b926ec6eefe5135fa55ce9af419d2df3cfeec31cf534c

Observation a7e35921-cd7c-4645-acc7-abd6edaf20eb · outbound

This paper cites , year 1956.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1956

Reference 65

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source=arxiv_source observed=2026-08-04T00:44:42.223446Z digest=sha256:738d4a8af70a8f2b518e7df57297482ec32634652147be4e34dd502370b16789

Observation a5ce8415-a2d6-49c4-b64a-68372e3a53d5 · outbound

This paper cites , year 1972.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1972

Reference 66

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source=arxiv_source observed=2026-08-04T00:44:42.278927Z digest=sha256:49d777507d9d58865ec938570fbe34860e6471f42ebcba43cb6774b67c3e9456

Observation 9670a9bc-5d63-4ce3-ac4c-9d1be50ae08d · outbound

This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Reference 67

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source=arxiv_source observed=2026-08-04T00:44:42.335984Z digest=sha256:7bf6d6026c6f06efada7cd30a8519399d59e4a94ddddf11ca649b29a98d0a79d

Observation 4dc70094-0052-4753-8084-47b5c4627ff2 · outbound

This paper cites , author Ganesh, A.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Ganesh, A

Reference 68

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source=arxiv_source observed=2026-08-04T00:44:42.395984Z digest=sha256:900009487c84479695dc1929f81debd4c9e62d1511dc302481ad5a090068a61e

Observation 539d9a74-522e-49ff-94aa-371d40e8fd3c · outbound

This paper cites , year 1988.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1988

Reference 69

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source=arxiv_source observed=2026-08-04T00:44:42.463102Z digest=sha256:a85e94fe63ac978f857543d5927d28c3b0276cbb8bd212a48ee70573aec1a48e

Observation 9869780c-a82a-49e4-b736-770e0ad40713 · outbound

This paper cites , author van Merri \"e nboer, J.J.G.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author van Merri \"e nboer, J.J.G

Reference 70

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source=arxiv_source observed=2026-08-04T00:44:42.512141Z digest=sha256:116db26ae8dc0e9b41879015ace9d9660f3ccfdf4cf0c6c036ca88a625531e87

Observation 11d79fbf-c438-4fb9-8907-0ae9f10abe58 · outbound

This paper cites , author Prinsen, C.A.C.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Prinsen, C.A.C

Reference 71

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source=arxiv_source observed=2026-08-04T00:44:42.608382Z digest=sha256:ef7134b9639d8f0d57bc19bcabb40b5a5715fc4d8ee05a5ffd1c63817175c3f8

Observation 1379cc23-79b7-42d9-be66-a97cd2e7762b · outbound

This paper cites Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting

Reference 72

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source=arxiv_source observed=2026-08-04T00:44:42.667283Z digest=sha256:06e6403aff8feba2dbdc6d342590f71db636e4266ef3a06541455518db374bb3

Observation 26474733-4b0d-495c-a1aa-7362515aa9c2 · outbound

This paper cites , author Kahneman, D.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Kahneman, D

Reference 73

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source=arxiv_source observed=2026-08-04T00:44:42.791292Z digest=sha256:5216d0c17f738ff83d3d2d5afd5c443d357e3278c6674d761e0350ee5968c289

Observation 516bf796-9693-4233-aca2-a76f4c477cfe · outbound

This paper cites SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

Reference 74

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source=arxiv_source observed=2026-08-04T00:44:42.900081Z digest=sha256:959c61945f6f22f2eac47ae20efc1c127c1d62d3e8b86b845e4874c751c51e1d

Observation 952aa21c-a1d5-42fe-9fa1-1221f4abed02 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 75

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source=arxiv_source observed=2026-08-04T00:44:42.983659Z digest=sha256:ed50b7f090cab04621d493ec73699e9f9250b3e119868b098d894a68dad78956

Observation 7053e1b8-0a89-4df3-a047-c2eadb424dd9 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 76

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Observation 7f302f97-3ae5-439d-8cf4-eeaf8306af59 · outbound

This paper cites , year 1986.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , year 1986

Reference 77

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Observation b98bbc66-2cfb-478d-834b-beb2cbab40c8 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 78

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Observation e385cb76-fe69-4294-98e2-1ba56d93fef1 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems BERTScore: Evaluating Text Generation with BERT

Reference 79

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Observation ff6c2735-60e5-4d19-a79f-609a75497d64 · outbound

This paper cites , author Pacchiardi, L.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , author Pacchiardi, L

Reference 80

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Observation b8c1cdd0-3693-4ed9-86b0-b2b4202f83b2 · outbound

This paper cites , title =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , title =

Reference 81

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Observation 13522d2d-ddff-42c9-870b-14ecfbf835c4 · outbound

This paper cites and Bothell, Daniel and Byrne, Michael D.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems and Bothell, Daniel and Byrne, Michael D

Reference 82

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Observation 94b0b308-281c-4648-966f-60f6308eeddf · outbound

This paper cites When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation

Reference 83

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Observation dd85bd6b-4a02-499d-818d-d0271eeb9439 · outbound

This paper cites International Journal of Social Research Methodology , volume =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems International Journal of Social Research Methodology , volume =

Reference 84

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Observation 1233ff8c-11e8-4121-8885-2b7c15e5204a · outbound

This paper cites Science , volume =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Science , volume =

Reference 85

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Observation 67c27b2e-3f4e-48a9-b77f-ede42f7ce6e0 · outbound

This paper cites Trends in Cognitive Sciences , volume =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Trends in Cognitive Sciences , volume =

Reference 86

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Observation aa60812c-4da4-4697-ba83-f64da0506931 · outbound

This paper cites Nature Reviews Neuroscience , volume =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Nature Reviews Neuroscience , volume =

Reference 87

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Observation dfc516f2-dde6-462b-87cd-c879f7fd71c5 · outbound

This paper cites and Ceci, Stephen J.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems and Ceci, Stephen J

Reference 88

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Observation d0a4c2da-f1e0-418f-b138-9f282d0a7390 · outbound

This paper cites and Gebru, Timnit and McMillan-Major, Angelina and Shmitchell, Shmargaret , title =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems and Gebru, Timnit and McMillan-Major, Angelina and Shmitchell, Shmargaret , title =

Reference 89

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source=arxiv_source observed=2026-08-04T00:44:44.405043Z digest=sha256:7af7e75ab9869ff7ef45705f17f36506078776fc594150c39902092f85ed8a53

Observation adc1bd0c-3416-473d-8fb2-840cf12c8001 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems On the Opportunities and Risks of Foundation Models

Reference 90

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Observation 9bdb5f3c-d065-449a-b318-0cba35248cc3 · outbound

This paper cites Proceedings of the 39th International Conference on Machine Learning , series =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Proceedings of the 39th International Conference on Machine Learning , series =

Reference 91

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Observation 1262a9e9-2412-499a-968f-f25eb90fbc18 · outbound

This paper cites , title =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , title =

Reference 92

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Observation fe95b703-c782-4b91-bd41-34df721c9cf2 · outbound

This paper cites and Fiske, Donald W.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems and Fiske, Donald W

Reference 93

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This paper cites Analysis , volume =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Analysis , volume =

Reference 94

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source=arxiv_source observed=2026-08-04T00:44:44.928410Z digest=sha256:560611541881c5bbfe7363cd766587d6977e7dbffcbfd6bb8651f0fc604ca80a

Observation 41b9d4f6-eb1d-42e7-8f8d-bfbd957e671c · outbound

This paper cites , title =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , title =

Reference 95

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Observation 639b3632-09b9-4150-a0a1-683068e419e8 · outbound

This paper cites and Meehl, Paul E.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems and Meehl, Paul E

Reference 96

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Observation d6778f7c-da0f-40b4-ba8f-55bde93fd4a8 · outbound

This paper cites and Kyle, Kristopher and McNamara, Danielle S.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems and Kyle, Kristopher and McNamara, Danielle S

Reference 97

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source=arxiv_source observed=2026-08-04T00:44:45.276681Z digest=sha256:304178cfd0a2a0b08ac21ec24b57bfe31ce1889550cfe6e5874fd95b6f13cdba

Observation 763c0063-80d4-4bc8-9f05-b93843e5ec4f · outbound

This paper cites , title =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems , title =

Reference 98

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source=arxiv_source observed=2026-08-04T00:44:45.342885Z digest=sha256:207502c87de8a7bddc721aab3361ba693e9908c6933675427a3c194ff406d148

Observation 756d72ea-d6d7-45fd-84ee-931083839d38 · outbound

This paper cites 2026 , publisher =.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems 2026 , publisher =

Reference 99

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source=arxiv_source observed=2026-08-04T00:44:45.410017Z digest=sha256:94880b0697fdd2dbdf8490c32dfabdc567b5e3a33735ad60e21820fe9fd786d7

Observation d17c260a-7496-43f2-8804-99ccd98637b5 · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

Multi-Dimensional Assessment for AI Cognition (MAAC): A Theoretical Framework for Process-Oriented Cognitive Evaluation of Text-Based AI Systems Towards A Rigorous Science of Interpretable Machine Learning

Reference 100

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Pith citing papers

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