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Paper Citation Record · LEDGER

Human Cognition in Machines: A Unified Perspective of World Models

As of 6 August 2026, this Paper Citation Record lists 100 of 234 outbound references and 2 inbound Pith citation observations for arXiv:2604.16592.

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

pith.paper-citation-record.v1
2604.16592 v1

Coverage vector

measured 100 of 234 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T08:12:15.663761Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T07:00:46.566214Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T07:16:45.104866Z

Reference resolution

100 of 234 outbound references displayed

  • verified exact20
  • verified fuzzy37
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch35

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3de7bccc-5f3b-4328-baff-1a72bb2f7be5 · outbound

This paper cites preprint (2026), https://research.beingbeyond.com/projects/being-h07/being-h07.pdf.

Human Cognition in Machines: A Unified Perspective of World Models preprint (2026), https://research.beingbeyond.com/projects/being-h07/being-h07.pdf

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.769513Z

Source-reported events for the cited work

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

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Observation 8e86bd01-4e07-4aaa-9598-a4ccd635f3c6 · outbound

This paper cites Cosmos World Foundation Model Platform for Physical AI.

Human Cognition in Machines: A Unified Perspective of World Models Cosmos World Foundation Model Platform for Physical AI

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T23:38:47.256647Z

Source-reported events for the cited work

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

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Observation 062bf222-1e5a-4795-80f6-c44d909a736a · outbound

This paper cites World Simulation with Video Foundation Models for Physical AI.

Human Cognition in Machines: A Unified Perspective of World Models World Simulation with Video Foundation Models for Physical AI

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T23:01:14.323574Z

Source-reported events for the cited work

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

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Observation 19021cd7-41c5-44c0-8b04-33ea2537fea6 · outbound

This paper cites an unresolved cited work.

Human Cognition in Machines: A Unified Perspective of World Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-21T11:15:02.764868Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:67d72816d947499618b1debf2977906500810789a797ff2d9911f34e01039db6

Observation 34bb0b47-42ca-4387-80fa-215a2e65c05b · outbound

This paper cites Concrete Problems in AI Safety.

Human Cognition in Machines: A Unified Perspective of World Models Concrete Problems in AI Safety

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T05:16:34.191262Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:0aff146fc25144c4d7b0255520734a4b117377bc7e91d7fbf2bb968e966ce9fd

Observation 1f69cdf6-6e31-4d5f-a047-a53d490e9acf · outbound

This paper cites Human–Computer Interaction12(4), 439–462 (1997).

Human Cognition in Machines: A Unified Perspective of World Models Human–Computer Interaction12(4), 439–462 (1997)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.762977Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:e45931e3c3dafd7ffad5cedeeea7a49fe43dd8a349ce5c3e74e68b3f9ba90f4a

Observation 164b46d6-3e7a-4a8f-b46a-b93b07a2a533 · outbound

This paper cites Sensors (Basel, Switzerland)25(18), 5877 (2025).

Human Cognition in Machines: A Unified Perspective of World Models Sensors (Basel, Switzerland)25(18), 5877 (2025)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.760920Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:a52f4863b734127d26a9b59ebbf431cd301a8091962acb517b20a4dd41115cce

Observation 0f8a8b94-707a-4492-a691-04ada44f7505 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Human Cognition in Machines: A Unified Perspective of World Models In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.767408Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:6b2851f2c1fe2f0f114488d2a43004b4be7abf657e89960c1ca8feb8320fc1e3

Observation aa9b2aa5-4bde-4283-888b-d13bc903e180 · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

Human Cognition in Machines: A Unified Perspective of World Models V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T00:33:51.269344Z

Source-reported events for the cited work

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

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Observation aad992a6-6ca0-4192-958e-00854b4a3a25 · outbound

This paper cites Cambridge University Press (1993).

Human Cognition in Machines: A Unified Perspective of World Models Cambridge University Press (1993)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.771665Z

Source-reported events for the cited work

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

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Observation 1150ca08-5174-45d7-bf3d-7d761e34399b · outbound

This paper cites Walk through Paintings: Egocentric World Models from Internet Priors.

Human Cognition in Machines: A Unified Perspective of World Models Walk through Paintings: Egocentric World Models from Internet Priors

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-07-30T02:04:31.419200Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:e4a2bfcc320278d574112c2818f25cdb1fa87e28ae87896788cbc938ac0e7779

Observation d88aa355-7d6f-4b67-a868-e2344ec9921d · outbound

This paper cites Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination.

Human Cognition in Machines: A Unified Perspective of World Models Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:25.959046Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:e189bc3cc8cc2ee5a75be75478d603bff82f0c4ed2e5ef56aba674729ca5a436

Observation b084c305-5dc2-403c-9677-61566a77c91c · outbound

This paper cites Revisiting Feature Prediction for Learning Visual Representations from Video.

Human Cognition in Machines: A Unified Perspective of World Models Revisiting Feature Prediction for Learning Visual Representations from Video

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T12:40:24.452580Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:b8a6f0def6dc7a8149205360f4fb592634abe8bea8fae96b7fce2bbae401dc3d

Observation 704da834-1803-4e08-9a5f-ea9ed3075c6a · outbound

This paper cites an unresolved cited work.

Human Cognition in Machines: A Unified Perspective of World Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-21T11:15:02.931849Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:3eadbdd605f078ccbc65e944044c113bb275c0b49684c71694af8e5b593725b9

Observation bb458b73-2840-40ee-8112-51ab50a62b3e · outbound

This paper cites SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments.

Human Cognition in Machines: A Unified Perspective of World Models SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:25.972690Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:2daa6001526ce60268f8355afda26f50bbd63c0a9d935dd867c16c01b25c6564

Observation 16b936a9-99d0-40db-bd75-25ce47918d6a · outbound

This paper cites Knowledge Graphs as World Models for Semantic Material-Aware Obstacle Handling in Autonomous Vehicles.

Human Cognition in Machines: A Unified Perspective of World Models Knowledge Graphs as World Models for Semantic Material-Aware Obstacle Handling in Autonomous Vehicles

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:25.879150Z

Source-reported events for the cited work

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

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Observation 6eb4550a-c98c-4774-b0db-3573f68a2c56 · outbound

This paper cites Motus: A Unified Latent Action World Model.

Human Cognition in Machines: A Unified Perspective of World Models Motus: A Unified Latent Action World Model

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T18:44:37.047333Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:41c37d3324d3157689f06f1cc1d55866ccb351b2794303ca07b1d84eebd488c5

Observation 0b30f91a-1da6-43b0-b8d6-2a8131d40932 · outbound

This paper cites Meta-Thinking in LLMs via Multi-Agent Reinforcement Learning: A Survey.

Human Cognition in Machines: A Unified Perspective of World Models Meta-Thinking in LLMs via Multi-Agent Reinforcement Learning: A Survey

Reference 18

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:25.995829Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:b2675b45d16ce1d80463fd9ed3a5f930350e605880bafce33b25a70cadab7f05

Observation 9fe0b585-bcab-4229-92f5-83f6ae52fd06 · outbound

This paper cites Zero-Shot Robotic Manipulation with Pretrained Image-Editing Diffusion Models.

Human Cognition in Machines: A Unified Perspective of World Models Zero-Shot Robotic Manipulation with Pretrained Image-Editing Diffusion Models

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T05:54:59.300665Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:9d9f273e59243805929bce8aed9228680baf91966db56ddcb73dd28474dbdabd

Observation 87dc3d87-6043-4a80-ba76-d7cdb4de8185 · outbound

This paper cites Cognitive Systems Research91, 101353 (2025).

Human Cognition in Machines: A Unified Perspective of World Models Cognitive Systems Research91, 101353 (2025)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.953162Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:2517a6e477c1ed959aa103f0ca9c44068d44282476cc532aa9e039d9b986b794

Observation 7548195f-8713-41e7-bffe-5a91396732e9 · outbound

This paper cites arXiv preprint arXiv:2509.19789 (2025).

Human Cognition in Machines: A Unified Perspective of World Models arXiv preprint arXiv:2509.19789 (2025)

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:25.992448Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:3d7d45b0c5d39288af13d1a59d02a08ac20c87f0849d6a10a76dc2fc31f00a54

Observation 86d8c8c5-1f8b-4875-9ee5-4a6ed1b6d398 · outbound

This paper cites an unresolved cited work.

Human Cognition in Machines: A Unified Perspective of World Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-21T11:15:02.828850Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:864a99f0b082ea17504cfffffea73b9f11ffcb533ef7c78f3fbd4747d721a40b

Observation 8f0040ed-75a5-43bb-b7b7-275d92ea8697 · outbound

This paper cites arXiv preprint arXiv:2507.04075 (2025).

Human Cognition in Machines: A Unified Perspective of World Models arXiv preprint arXiv:2507.04075 (2025)

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:25.945225Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:94becc8018a1d7e66ec348097cbfe666dd5fbcf9c2af5548121b98cf5a2c5f76

Observation f2b597d3-d3e9-4963-93fd-37285f3a53e8 · outbound

This paper cites arXiv preprint arXiv:2601.16471 (2026).

Human Cognition in Machines: A Unified Perspective of World Models arXiv preprint arXiv:2601.16471 (2026)

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:25.932479Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:cab03efa93470d391cee9463dc94e1e9bda126aaee06a891fed9e1b8a39b269f

Observation 892e557f-af00-49d6-b334-b469e306880c · outbound

This paper cites WorldVLA: Towards Autoregressive Action World Model.

Human Cognition in Machines: A Unified Perspective of World Models WorldVLA: Towards Autoregressive Action World Model

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T22:57:08.352786Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:d77fa48f8d2c42faecd01df7f92018e50d323b5f20eae93fc6ed4c8c983a1126

Observation 3806d074-9b1d-4e7d-89ec-3c3b65b180e6 · outbound

This paper cites Advances in Neural Information Processing Systems34, 965–979 (2021).

Human Cognition in Machines: A Unified Perspective of World Models Advances in Neural Information Processing Systems34, 965–979 (2021)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.812383Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:9e41598142ff6edbe0efb373a4123810be050272996843bfb1608450f7d725dc

Observation adceba3c-dd69-4dc7-8676-1dae74974fef · outbound

This paper cites In: International Conference on Product-Focused Software Process Improvement.

Human Cognition in Machines: A Unified Perspective of World Models In: International Conference on Product-Focused Software Process Improvement

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.899526Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:ae44cad457d967f7f54c3279257c6fea9972e27b26b814a0ef389d257eadaeac

Observation a0b35e68-5302-41bf-9c25-4a6ca57c5e99 · outbound

This paper cites GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation.

Human Cognition in Machines: A Unified Perspective of World Models GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation

Reference 28

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T01:09:34.215368Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:d0e1eecd9ccb2b7ea5406b81f24f14258e0657cfaa77aa7f4521e422c6721c30

Observation f0227ae4-e062-4703-a0f3-54727059ff36 · outbound

This paper cites Large Video Planner Enables Generalizable Robot Control.

Human Cognition in Machines: A Unified Perspective of World Models Large Video Planner Enables Generalizable Robot Control

Reference 29

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T01:40:45.034042Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:6916bb3b7435f9e8899af54b610d9fe1a3c481e52868935164ac052b68c0ddf8

Observation bdc66222-e2a8-424a-88ea-8961be4d03d9 · outbound

This paper cites Exploring Consciousness in LLMs: A Systematic Survey of Theories, Implementations, and Frontier Risks.

Human Cognition in Machines: A Unified Perspective of World Models Exploring Consciousness in LLMs: A Systematic Survey of Theories, Implementations, and Frontier Risks

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:25.924785Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:104dc0bb5313480a2989b66de06be0088bb8b36e62377579916ff76211aa69b0

Observation 8289bbbc-8477-4f15-bee2-b251ccdf816c · outbound

This paper cites DrivingGPT: Unifying Driving World Modeling and Planning with Multi-modal Autoregressive Transformers.

Human Cognition in Machines: A Unified Perspective of World Models DrivingGPT: Unifying Driving World Modeling and Planning with Multi-modal Autoregressive Transformers

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:25.881757Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:2d91f6b09dcd44a07c123c328e504584225b70230d033c17c92cfdaf975b4565

Observation b4ef7db0-2264-489c-a4ed-c8f985edde19 · outbound

This paper cites Neuroscience of Consciousness2024(1), niae013 (2024).

Human Cognition in Machines: A Unified Perspective of World Models Neuroscience of Consciousness2024(1), niae013 (2024)

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.844324Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:b3ed7c13754ae97518947d16394973507f0863070e37d1aa0900478ccfa1a9b0

Observation f0586560-e14d-4e09-a929-27e8bb45853b · outbound

This paper cites arXiv preprint arXiv:2603.24327 (2026).

Human Cognition in Machines: A Unified Perspective of World Models arXiv preprint arXiv:2603.24327 (2026)

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:25.934951Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:ced12aa68938524e194d5ae685b8b5a5d634ec3b749dda76281bd13a8df95962

Observation d72a0dbe-a82b-4b28-b1a7-dd557f3f9e1c · outbound

This paper cites Sparseworld: A flexible, adaptive, and efficient 4d occupancy world model powered by sparse and dynamic queries.

Human Cognition in Machines: A Unified Perspective of World Models Sparseworld: A flexible, adaptive, and efficient 4d occupancy world model powered by sparse and dynamic queries

Reference 34

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:26.266302Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:726ecb8afaed23c5449f0699ca1768ea452166ef68afc927a11274a5d77004e8

Observation 42ed5d9a-44c5-4486-a20c-27bb38c99a05 · outbound

This paper cites an unresolved cited work.

Human Cognition in Machines: A Unified Perspective of World Models Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-21T11:15:02.882790Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:98f0870616b85852448347fcf1d947c19f8d88999123619aaaed5765d28901a5

Observation ab925924-cfbd-46ad-910e-58870ababdd5 · outbound

This paper cites WW Norton & Company (1998).

Human Cognition in Machines: A Unified Perspective of World Models WW Norton & Company (1998)

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.927921Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:ed70116ad3b3c746a8adf7e69d5e77b21721cee7011cc9cf5919a9edf270ad6e

Observation d9ad0b4c-96e2-4156-9090-1c6cfad103bb · outbound

This paper cites Scientific Reports14(1), 28083 (2024).

Human Cognition in Machines: A Unified Perspective of World Models Scientific Reports14(1), 28083 (2024)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.842535Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:a05e7bc0d0cf16bb5109edc8093a0096fc5b8e3adf51d0ea77da821403eeca7a

Observation 47e18221-0015-4019-97db-0f7c8877de99 · outbound

This paper cites arXiv preprint arXiv:2601.00844 , year=.

Human Cognition in Machines: A Unified Perspective of World Models arXiv preprint arXiv:2601.00844 , year=

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:26.180065Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:7a4c4815e77cb189c6223d26dd89bf890342be6bb2bb4bcb82b5bf74cb7e5796

Observation 9d71899e-231b-410e-9e1f-63420668a544 · outbound

This paper cites Dream2flow: Bridging video generation and open-world manipulation with 3d object flow.

Human Cognition in Machines: A Unified Perspective of World Models Dream2flow: Bridging video generation and open-world manipulation with 3d object flow

Reference 39

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:26.218525Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:349a829ed22340a439e65ac1c77579fc2e116ad5c1bc236ea964eb58dc5cf8bb

Observation 675c502f-6bbd-42ea-be14-5e8c578c9fe7 · outbound

This paper cites ACM Computing Surveys58(3), 1–38 (2025).

Human Cognition in Machines: A Unified Perspective of World Models ACM Computing Surveys58(3), 1–38 (2025)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.935910Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:8bf56cbab42630d5f351bc9f371730d0bb7bb979f4314569a103d3013776a5f6

Observation ea32e7c2-36ba-4ccb-aee7-c621b11cd3be · outbound

This paper cites Nature Machine Intelligence pp.

Human Cognition in Machines: A Unified Perspective of World Models Nature Machine Intelligence pp

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.852727Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:15cce883e9b9317fc5d0aed60aec2dfc50f11320ff7f963aa9ea1ab79f610725

Observation b5be74aa-7a08-4719-9215-2c38ba4326d1 · outbound

This paper cites Harvard university press (1993).

Human Cognition in Machines: A Unified Perspective of World Models Harvard university press (1993)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.862420Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:daf58b596e34e1f02544e4c2dc62772f9d14d653e6342cdb83377ef3373d58ea

Observation e424c576-8fdd-41ed-a5ee-5209221a6e15 · outbound

This paper cites Authorea Preprints (2026) Human Cognition in Machines: A Unified Perspective of World Models 45.

Human Cognition in Machines: A Unified Perspective of World Models Authorea Preprints (2026) Human Cognition in Machines: A Unified Perspective of World Models 45

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.846575Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:db84cf9f924b89544a04fa1350df1076537facdced368e370b76bd0c34dc7fd7

Observation cdbb4c99-ce32-4144-94c0-9132655aeb60 · outbound

This paper cites Advances in neural information processing systems36, 9156–9172 (2023).

Human Cognition in Machines: A Unified Perspective of World Models Advances in neural information processing systems36, 9156–9172 (2023)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.860619Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:b91b97514526416e5a1d3adddeaaea6f891dbc8c89d1ac39d2d37e071e0ccd3d

Observation 53dd55b0-e129-4467-9578-e226414c0614 · outbound

This paper cites arXiv e-prints pp.

Human Cognition in Machines: A Unified Perspective of World Models arXiv e-prints pp

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.856589Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:6b30a819745047d049f04ca18cb95416219344f2db05f01fdad3047adf530c3f

Observation fb060ec6-2410-4d53-8d83-2d6ba7e1e8ab · outbound

This paper cites In: arXiv preprint arXiv: 2601.06309 (2026).

Human Cognition in Machines: A Unified Perspective of World Models In: arXiv preprint arXiv: 2601.06309 (2026)

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:26.169309Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:a1c07266b23b9a30c9fdf6d5e06c6b64e38a03815c3594db0d99ecfbc640483d

Observation ce3ff031-c4a5-4c2d-a2bb-fc0dc68e921a · outbound

This paper cites Friston, et al., Active inference and artificial reasoning, arXiv preprint (2025).

Human Cognition in Machines: A Unified Perspective of World Models Friston, et al., Active inference and artificial reasoning, arXiv preprint (2025)

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:26.210990Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:c0dc4218f3a812ae5b08a9c7b76ea712307b3b00600a3db538ba4fecababc6fe

Observation f03feb02-8e5e-47fd-ba3f-671c8530d567 · outbound

This paper cites Neuroscience & Biobehavioral Reviews68, 862– 879 (2016).

Human Cognition in Machines: A Unified Perspective of World Models Neuroscience & Biobehavioral Reviews68, 862– 879 (2016)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.814577Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:4b8946498e5c87fc377b3a1daddf7cfe998242701dc73d63aa670f9a7856d28b

Observation a0f03fcb-3f6b-4008-914c-f0ce579fb7bf · outbound

This paper cites an unresolved cited work.

Human Cognition in Machines: A Unified Perspective of World Models Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-21T11:15:02.775851Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:d51f2436951edcb489ce94a711be9f040bb18d7a01e5e9bba3a37da1adeea068

Observation edbc592e-097c-4ea4-907b-9d0b9af11208 · outbound

This paper cites AdaWorld: Learning Adaptable World Models with Latent Actions.

Human Cognition in Machines: A Unified Perspective of World Models AdaWorld: Learning Adaptable World Models with Latent Actions

Reference 50

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:26.251558Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:edfaee7eec591c5f9ffe766b8040d30fdfedda79d330aa3f9fcbf746b2b1edca

Observation 67a7b3ff-15cc-41f1-81ce-aaa4211afa1e · outbound

This paper cites IEEE Transactions on Intelligent Vehicles (2024).

Human Cognition in Machines: A Unified Perspective of World Models IEEE Transactions on Intelligent Vehicles (2024)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.773699Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:28400ba35556391926a642bc86fe362ca870553ccd3fa1406168d796946146c2

Observation d25b2c36-536b-45fe-a7af-da537db5e5df · outbound

This paper cites Learning latent action world models in the wild.

Human Cognition in Machines: A Unified Perspective of World Models Learning latent action world models in the wild

Reference 52

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:26.213544Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:2cabf352167493114ee91ec38d60d452f73646431b07c73a8c19f1e75a8dc993

Observation b6f1c69f-5561-4a2d-8887-79db74640f0a · outbound

This paper cites In: Proceedings of the 32nd ACM International Conference on Multimedia.

Human Cognition in Machines: A Unified Perspective of World Models In: Proceedings of the 32nd ACM International Conference on Multimedia

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.816689Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:5f535a78371ee41a70b1f14d8372a0f5ba494ad71fc1ff733b7e3e21402b0397

Observation 7d1e456e-a1a5-4a20-b2f5-1dc7eca9e1a3 · outbound

This paper cites Journal of Personalized Medicine16(4), 181 (2026).

Human Cognition in Machines: A Unified Perspective of World Models Journal of Personalized Medicine16(4), 181 (2026)

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.914939Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:41a8792b37fb83bb0d2f4a0142ffec305c144149c9473f62827586da7ad1357a

Observation a652a085-34da-4352-9a8b-ba1836082e3c · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Human Cognition in Machines: A Unified Perspective of World Models In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.780074Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:36015e59c596c736915421bfd0c200cf40ba0a926779ea914c2c3d00d93179b1

Observation ba81177a-7819-4d35-8742-80ccb31beb37 · outbound

This paper cites Towards an AI co-scientist.

Human Cognition in Machines: A Unified Perspective of World Models Towards an AI co-scientist

Reference 56

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T13:02:46.484476Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:1e751a150c5ebb1cd25cb74b2a6299d96a51ecc38c35e178a036140e37280fc7

Observation d2fa34ce-b568-44d9-848f-8ef5a2b3a1e6 · outbound

This paper cites Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.

Human Cognition in Machines: A Unified Perspective of World Models Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents

Reference 57

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:26.106631Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:03f915ef8adfaee86a07e86d065508bc246451885894396e3cee75c1c679fad1

Observation 13c9ac75-2e25-4ffb-bb8f-a83d0e5f3704 · outbound

This paper cites an unresolved cited work.

Human Cognition in Machines: A Unified Perspective of World Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-21T11:15:02.794049Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:cbae80db509981510b879c3501090e49d157027c378fd78bc071efc33f0786ba

Observation 4a7a2b0a-dfc3-435b-af8d-87883fe82632 · outbound

This paper cites IEEE Robotics and Automation Letters11(3), 2466–2473 (2026).

Human Cognition in Machines: A Unified Perspective of World Models IEEE Robotics and Automation Letters11(3), 2466–2473 (2026)

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.884873Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:4c0ca252caef48819a880f5df7b14b486dc5b0856a89df60da7acdd6bd917acb

Observation bae61ed8-c0f5-4f45-8ee1-34f092473b44 · outbound

This paper cites World Models.

Human Cognition in Machines: A Unified Perspective of World Models World Models

Reference 60

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:08:36.665942Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:1ded974cd9179006e4b0f5ad1821ead3d4a84101fbbab26fb9a6c6ffd1b095ed

Observation fbd3e0f2-d786-4560-91d3-342b34de9513 · outbound

This paper cites LTX-Video: Realtime Video Latent Diffusion.

Human Cognition in Machines: A Unified Perspective of World Models LTX-Video: Realtime Video Latent Diffusion

Reference 61

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T10:36:12.849504Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:fa6494a9c79196e4c5924d540a45ba296930a3a933c4561ca725fdde0df3ec70

Observation 011e41c5-f07d-4fea-845a-0a548c30b89b · outbound

This paper cites In: AAAI Workshops (2017) 46 Authors Suppressed Due to Excessive Length.

Human Cognition in Machines: A Unified Perspective of World Models In: AAAI Workshops (2017) 46 Authors Suppressed Due to Excessive Length

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.937784Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:c43b3ef4185c156154f74e1cd6c7895cdcea43756cf79e1643eea435814a3fd2

Observation 9cdea680-ee98-4bf8-9921-4c41c21c0dac · outbound

This paper cites TD-MPC2: Scalable, Robust World Models for Continuous Control.

Human Cognition in Machines: A Unified Perspective of World Models TD-MPC2: Scalable, Robust World Models for Continuous Control

Reference 63

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T17:27:36.461279Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:ebf9de02c76f49e597fa2506c641bc1e6212f664d0e96d281253cf89a1a2f591

Observation 26b49636-5019-4669-aace-4174445ddd3e · outbound

This paper cites Hierarchical World Models as Visual Whole-Body Humanoid Controllers.

Human Cognition in Machines: A Unified Perspective of World Models Hierarchical World Models as Visual Whole-Body Humanoid Controllers

Reference 64

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:26.122245Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:f0593a79589ad58be8e3a39502ac8bb5c7136146e748eeadd92d3de3bbbe20d2

Observation 01f545c7-a25f-4e20-aa61-77f3a740165e · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Human Cognition in Machines: A Unified Perspective of World Models In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.951488Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:0fa205708fcbc7746c125fb8f388bcf3ecaed7e6b509b5010b167706962efc5f

Observation 3c9f966f-fca4-4cf6-b12f-f007c661f916 · outbound

This paper cites GAIA-1: A Generative World Model for Autonomous Driving.

Human Cognition in Machines: A Unified Perspective of World Models GAIA-1: A Generative World Model for Autonomous Driving

Reference 67

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:15:10.779550Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:e517df0b92ff5026aac6c2fbf66c561e9e97e343d11b82a3dd5ebd12954508f1

Observation 3648a99a-822d-4871-a75c-88b717640686 · outbound

This paper cites Enerverse: Envisioning embodied future space for robotics manipulation.

Human Cognition in Machines: A Unified Perspective of World Models Enerverse: Envisioning embodied future space for robotics manipulation

Reference 68

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:26.100841Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:6f89b5e297285b16c56c078d59a9b169a1f7628dab6cd8a3f3846e669513a776

Observation 415a9774-2dd5-460a-a03b-077bc69673d2 · outbound

This paper cites SafeDreamer: Safe Reinforcement Learning with World Models.

Human Cognition in Machines: A Unified Perspective of World Models SafeDreamer: Safe Reinforcement Learning with World Models

Reference 69

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:26.089047Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:e4ef9955aa13268112f17a3fa2b986c8f40f9d92e373435d7b890a5d0554aa35

Observation 11079410-4ef9-430d-80b1-e2efc3f7a390 · outbound

This paper cites arXiv preprint arXiv:2601.03782 (2026).

Human Cognition in Machines: A Unified Perspective of World Models arXiv preprint arXiv:2601.03782 (2026)

Reference 70

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:26.002002Z

Source-reported events for the cited work

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

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Observation a67ce22a-459d-4326-a356-923c0e085dc4 · outbound

This paper cites Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion.

Human Cognition in Machines: A Unified Perspective of World Models Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-11T01:36:53.812910Z

Source-reported events for the cited work

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

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Observation 4b2db008-a31c-4d55-aaa1-01a26a996a9a · outbound

This paper cites LaDi-WM: A Latent Diffusion-based World Model for Predictive Manipulation.

Human Cognition in Machines: A Unified Perspective of World Models LaDi-WM: A Latent Diffusion-based World Model for Predictive Manipulation

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:26.058211Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:ebc7df22cd1af0b14931f5ef8c197b517d1c8247f6d92d967a17df09cd2b580d

Observation 143d3dc8-d027-4f96-94c0-d43b42a5d652 · outbound

This paper cites The Platonic Representation Hypothesis.

Human Cognition in Machines: A Unified Perspective of World Models The Platonic Representation Hypothesis

Reference 73

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:26.067260Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:8b25e745adc6760a9afc4d8622a08e3cecbe5ce0b98f9afdb9c961d078cc8658

Observation 6d09eb69-6b76-4d7c-aee7-1ca9d8482b67 · outbound

This paper cites Thinking beyond the anthropomorphic paradigm benefits LLM research.

Human Cognition in Machines: A Unified Perspective of World Models Thinking beyond the anthropomorphic paradigm benefits LLM research

Reference 74

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:26.119519Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:9831641fc098ca124df5cb4cb4dfc7c38913d0c304db802f744a518ba9a0e370

Observation 4ccf721a-0afb-4dd4-98eb-bdbd0410a969 · outbound

This paper cites an unresolved cited work.

Human Cognition in Machines: A Unified Perspective of World Models Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-05-21T11:15:02.826928Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:5efdd3f544ee48453ea270914a8ea6d61e8e50e7c4338194d3bae29d118691e4

Observation 8510f9f3-d46f-4c79-8124-6b4e2cadd122 · outbound

This paper cites arXiv preprint arXiv:2601.22647 (2026).

Human Cognition in Machines: A Unified Perspective of World Models arXiv preprint arXiv:2601.22647 (2026)

Reference 76

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:26.226152Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:deb6cd6fd87696488e5633d739af8edd73d7bb64a25b6b695c77c65bf0bf1bd7

Observation 8aa691ba-fc5c-4f07-9bc2-74c306ccce79 · outbound

This paper cites DreamGen: Unlocking Generalization in Robot Learning through Video World Models.

Human Cognition in Machines: A Unified Perspective of World Models DreamGen: Unlocking Generalization in Robot Learning through Video World Models

Reference 77

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T23:50:45.800685Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:54f72e351adc0b674350667b0e0b3be7f77181ac5cb431179dd5fbc11207b24d

Observation e22330f2-3fd0-4872-a8e5-0248f69f0b13 · outbound

This paper cites Self-Refining Video Sampling.

Human Cognition in Machines: A Unified Perspective of World Models Self-Refining Video Sampling

Reference 78

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T02:04:10.135861Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:df9f7cb25bbd46045d5b21cde74abcc99a1e868aae49ae86fb1f4d0b83909770

Observation 51ea83bc-659a-4530-9388-b1bb3d398504 · outbound

This paper cites In: Creative Writing, pp.

Human Cognition in Machines: A Unified Perspective of World Models In: Creative Writing, pp

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.876389Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:fc5528253b5600f8fc0dcfd3759ba2ae8007251fbb0af2dc1ce7910841567631

Observation 726b3100-d940-45dd-bc8e-612e43ff0621 · outbound

This paper cites IRL-VLA: Training an Vision-Language-Action Policy via Reward World Model.

Human Cognition in Machines: A Unified Perspective of World Models IRL-VLA: Training an Vision-Language-Action Policy via Reward World Model

Reference 80

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:26.263488Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:4519ce17a737f35991d36adb1de3108fb2d156d97242a9f2be7bfa4f9f031339

Observation 1fc72490-6233-49c6-88df-ba0cef987898 · outbound

This paper cites Trends in Cognitive Sciences (2025) Human Cognition in Machines: A Unified Perspective of World Models 47.

Human Cognition in Machines: A Unified Perspective of World Models Trends in Cognitive Sciences (2025) Human Cognition in Machines: A Unified Perspective of World Models 47

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.933943Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:72501948545c60365b8538a89f00f5229f3e7807917794fa688e000b99196686

Observation 77b8e99e-ec90-4024-82f2-8bf3dbc86865 · outbound

This paper cites IEEE Robotics and Automation Letters6(2), 1312–1319 (2021).

Human Cognition in Machines: A Unified Perspective of World Models IEEE Robotics and Automation Letters6(2), 1312–1319 (2021)

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.823089Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:fecc3b73df15cc334c7d83d58d50d973d31e80bd0cf9318430fa0fdeb0f461ba

Observation bfa5d6d2-a157-4d2a-925b-aec584e781db · outbound

This paper cites Computers in Human Behavior Reports p.

Human Cognition in Machines: A Unified Perspective of World Models Computers in Human Behavior Reports p

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.832679Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:f77af811598d7190e811640a3470d86eac7aded3808b50c87d950cfe6d9669c2

Observation 0f879371-3615-4a8c-9af2-3681b4bca448 · outbound

This paper cites arXiv preprint arXiv:2601.10349 (2026).

Human Cognition in Machines: A Unified Perspective of World Models arXiv preprint arXiv:2601.10349 (2026)

Reference 84

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:26.174773Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:137c0480fc2a7922de7de91eda3a8ff9c82c50ed6061dfe57c9074af29097563

Observation 2cb308e9-08f7-4339-88c6-d03d8d2a740f · outbound

This paper cites an unresolved cited work.

Human Cognition in Machines: A Unified Perspective of World Models Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-05-21T11:15:02.913108Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:57a135f552c6596d8569615577f3d159c285ad82ae3d64d733431bba2a7d0ec0

Observation 33ea5537-bd06-488e-be61-63aaabb0624c · outbound

This paper cites InDRiVE: Intrinsic Disagreement based Reinforcement for Vehicle Exploration through Curiosity Driven Generalized World Model.

Human Cognition in Machines: A Unified Perspective of World Models InDRiVE: Intrinsic Disagreement based Reinforcement for Vehicle Exploration through Curiosity Driven Generalized World Model

Reference 86

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:26.161986Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:8795c314bf6e9887654c1bd169c97e848660814c8b28c85fcc50c7a5e0f36d3e

Observation 2e97e187-f5f2-4563-afe5-07b94996cdb4 · outbound

This paper cites Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning.

Human Cognition in Machines: A Unified Perspective of World Models Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning

Reference 87

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T14:50:13.054714Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:cfc663b98d40100b8a2589f472d965a99988a9b391455c97f5d345c381d06db1

Observation 1de44758-89a3-4dbf-8d40-ea7be8ee75ba · outbound

This paper cites Cognitive Systems Research p.

Human Cognition in Machines: A Unified Perspective of World Models Cognitive Systems Research p

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.796214Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:6dd1b80b7a09bfee9c52cba5fc5569c38e6c47ce9d3e571a3de35a2da7fecf57

Observation 93a4bd28-2cfa-4633-861d-1d367ac5b376 · outbound

This paper cites In: Interspeech 2025.

Human Cognition in Machines: A Unified Perspective of World Models In: Interspeech 2025

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.929881Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:e53455236e51a567bc9eef1fd3e1bbe06ab2411dc622604d7dd7be2c0657ee12

Observation 6391b47e-db25-40d3-9fcb-a21346005f3c · outbound

This paper cites In: 2005 ieee congress on evolutionary computation.

Human Cognition in Machines: A Unified Perspective of World Models In: 2005 ieee congress on evolutionary computation

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.854595Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:bab12199502f853a2be85834db58f4f5d04147eb3c35e5349490c087e4a3cdd4

Observation 3ad5d850-bdfb-41ee-b7be-cf93a17ed94b · outbound

This paper cites Institute of Information Pro- cessing and Decision Making, University of Haifa.

Human Cognition in Machines: A Unified Perspective of World Models Institute of Information Pro- cessing and Decision Making, University of Haifa

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.895534Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:477d63d2dd45c1bafb8f84863f4d05bc28c37a25435c30170d6400027775607c

Observation d7cdfa0c-5b8e-4330-8f39-5be1acca5a2f · outbound

This paper cites Journal of Current Trends in Computer Science Research4(6), 01–06 (2025).https://doi.org/10.33140/JCTCSR.04.06.02.

Human Cognition in Machines: A Unified Perspective of World Models Journal of Current Trends in Computer Science Research4(6), 01–06 (2025).https://doi.org/10.33140/JCTCSR.04.06.02

Reference 92

Resolution
verified exact
doi, observed 2026-05-10T08:12:25.504781Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:392aed8a188d4a829ae492e092ef13382ae233ffe48897098932b603940a8270

Observation ff81b0bf-88aa-481b-9e4f-7a12785d1a8c · outbound

This paper cites an unresolved cited work.

Human Cognition in Machines: A Unified Perspective of World Models Unresolved cited work

Reference 93

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:26.260695Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:d5d133146a2695e305eb2e2ac5acfc8e496a541b15e9040ffc539510ad99d27e

Observation 425fff3b-0770-4285-93ee-91f778d50950 · outbound

This paper cites MIT press (2019).

Human Cognition in Machines: A Unified Perspective of World Models MIT press (2019)

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.901390Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:2ea6bf0be70580e89cc345e534b9e05cd700697a3c456599f31fb0e6889cda48

Observation 616acfdf-0cbc-449b-9a4d-e93f5d3cafad · outbound

This paper cites ACM Sigart Bulletin2(4), 104–109 (1991).

Human Cognition in Machines: A Unified Perspective of World Models ACM Sigart Bulletin2(4), 104–109 (1991)

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.836430Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:af0bc32bf23a013d27602eee5dcad222030693da1d7ed2eb794efb119422a264

Observation 0bc117d1-982c-40b0-9b1c-f023caed395d · outbound

This paper cites What about gravity in video generation? post-training newton’s laws with verifiable rewards.arXiv preprint arXiv:2512.00425.

Human Cognition in Machines: A Unified Perspective of World Models What about gravity in video generation? post-training newton’s laws with verifiable rewards.arXiv preprint arXiv:2512.00425

Reference 96

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:12:25.953595Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:7cfb107a5a943c29a4bb15d784221bc19c02b26f895221b406cb96bb6fa16751

Observation d4cec900-e74b-46db-8a6d-fd991f64f719 · outbound

This paper cites Prompt repetition improves non-reasoning llms.

Human Cognition in Machines: A Unified Perspective of World Models Prompt repetition improves non-reasoning llms

Reference 97

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:12:25.884355Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:edc9534be16b0d651949e6d20a388f5663ccd32d9554ea8ba1f48a777c307be5

Observation 7137faf6-a768-4d1f-80f3-a7e6b2bc6397 · outbound

This paper cites Li’s SubStack.

Human Cognition in Machines: A Unified Perspective of World Models Li’s SubStack

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.848514Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:90e782b9d5808eac4d78cb0e37b966948cbbe99cb9e437385d4eb3549a282942

Observation 04785ba9-b47b-4271-9123-e1bbf4044641 · outbound

This paper cites Causal World Modeling for Robot Control.

Human Cognition in Machines: A Unified Perspective of World Models Causal World Modeling for Robot Control

Reference 99

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T13:53:52.791726Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:1d1aa7b2b1e82dada908b9353f4322a931c4a64e5f55135f396af97c7ea37750

Observation 16ab1970-992f-4b35-9374-9c5f6bf3694e · outbound

This paper cites In: European conference on computer vision.

Human Cognition in Machines: A Unified Perspective of World Models In: European conference on computer vision

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T11:15:02.891644Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:6da27dd5f14438c5331409445048c3580c54b51301fa5fcf3b8f7e0021bc1d51

Observation df891f19-b094-4d54-846e-16416f7d225f · outbound

This paper cites A Comprehensive Survey on World Models for Embodied AI.

Human Cognition in Machines: A Unified Perspective of World Models A Comprehensive Survey on World Models for Embodied AI

Reference 101

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T01:14:24.976532Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:9c0086039017e32de0960dbc7575c9719cd8251e85e0805a34c518d60fcf10b2

Pith citing papers

Observation b4dcd527-a9ee-4efe-92da-744280dbdd2d · inbound

PhyGround: Benchmarking Physical Reasoning in Generative World Models cites this paper.

PhyGround: Benchmarking Physical Reasoning in Generative World Models Human Cognition in Machines: A Unified Perspective of World Models

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-05-12T05:21:28.570348Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-12T05:17:30.010064Z digest=sha256:1cd2aae0cd64c6727beef8e27b5a418f5e2b125b139b92ff921f2fbff4bb5638

Observation 61253b2e-c17f-4ee7-a397-fb57c762f976 · inbound

Flash-WAM: Modality-Aware Distillation for World Action Models cites this paper.

Flash-WAM: Modality-Aware Distillation for World Action Models Human Cognition in Machines: A Unified Perspective of World Models

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-07-02T07:16:45.106489Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-28T07:00:46.566214Z digest=sha256:2741b52040329907a7a3ca2d0ca207b85adc77b54fb05657cec227819dba7524