Paper Citation Record · LEDGER

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not

As of 10 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.21645.

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

pith.paper-citation-record.v1
2607.21645 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:15:01.013306Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

39 of 39 outbound references displayed

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verified fuzzy0
unresolved39
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 13f9d3b8-bf1c-4612-affc-bc612cadf060 · outbound

This paper cites DIAMOND-LoL: Enforcing Lieb-Robinson locality in diffusion world models for long-horizon consistency.OpenReview preprint, 2026.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not DIAMOND-LoL: Enforcing Lieb-Robinson locality in diffusion world models for long-horizon consistency.OpenReview preprint, 2026

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:55.660973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7dab323-19b3-4adc-9ff1-5d45b76ac7f5 · outbound

This paper cites an unresolved cited work.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:55.751468Z

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Observation d823b14a-b97d-4d1c-900e-0cf573a3ab62 · outbound

This paper cites Self-supervised learning from images with a joint-embedding predictive architecture.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Self-supervised learning from images with a joint-embedding predictive architecture

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:55.924036Z

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Observation 1e8b1894-0a82-4f92-bc32-0148e143cc9e · outbound

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

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:55.978703Z

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Observation 3e924c19-dc7f-47b4-bc85-2046000898aa · outbound

This paper cites Springer, Berlin, 2nd edition, 2006.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Springer, Berlin, 2nd edition, 2006

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:56.124687Z

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Observation b6c674e8-cd03-4af3-931d-fd8531acde17 · outbound

This paper cites Revisiting feature prediction for learning visual representations from video.Transactions on Machine Learning Research, 2024.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Revisiting feature prediction for learning visual representations from video.Transactions on Machine Learning Research, 2024

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:56.276830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bc5fc81-c0dc-45c7-87ad-6a77a2d7474d · outbound

This paper cites Baron and David A.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Baron and David A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:56.425536Z

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Observation 7790b1b1-a96d-4358-b6f0-5783ebade057 · outbound

This paper cites Antisymmetric RNN: A dynamical system view on recurrent neural networks.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Antisymmetric RNN: A dynamical system view on recurrent neural networks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:56.510445Z

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Observation 19d13687-123b-45a6-b513-b65c679b2359 · outbound

This paper cites ATM: Action-Consistency Transfer Matrix for Diagnosing and Improving Latent World Models.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not ATM: Action-Consistency Transfer Matrix for Diagnosing and Improving Latent World Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:56.647338Z

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Observation fa22aff1-cd0d-4e31-a92a-a8535f374366 · outbound

This paper cites DeepMDP: Learning continuous latent space models for representation learning.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not DeepMDP: Learning continuous latent space models for representation learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:56.829959Z

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Observation 05b0ed0d-ab46-415e-9891-1b1f02b71146 · outbound

This paper cites World models.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not World models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:56.993511Z

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Observation 84d686f5-1713-4668-b215-5eb9dafd4eb4 · outbound

This paper cites Learning latent dynamics for planning from pixels.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Learning latent dynamics for planning from pixels

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:57.145650Z

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Observation 3ab54721-b19d-4911-846a-38d985988d48 · outbound

This paper cites Mastering atari with discrete world models.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Mastering atari with discrete world models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:57.395692Z

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Observation 56769ffe-cee6-476c-a608-5c5d17b0ee68 · outbound

This paper cites Mastering Diverse Domains through World Models.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Mastering Diverse Domains through World Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:57.577781Z

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Observation c95fd775-ccf6-4731-a400-0eadc3bc82c0 · outbound

This paper cites TD-MPC2: Scalable, robust world models for continuous control.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not TD-MPC2: Scalable, robust world models for continuous control

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:57.739672Z

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Observation 51548e07-8452-43a8-a006-f9063df660cc · outbound

This paper cites Kairos: A Regret-Aware Native World-Action Model Stack for Physical AI.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Kairos: A Regret-Aware Native World-Action Model Stack for Physical AI

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:57.944998Z

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Observation d1d11eeb-cee6-48b2-8c42-e45b66f1a5d6 · outbound

This paper cites Contrastive learning of structured world models.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Contrastive learning of structured world models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:58.120165Z

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Observation fe2786ad-5949-43b8-a6f0-9b1716cdff11 · outbound

This paper cites A path towards autonomous machine intelligence.OpenReview, 2022.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not A path towards autonomous machine intelligence.OpenReview, 2022

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:58.278038Z

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Observation 1924122d-f1d0-4cfa-8437-e312bf3906ea · outbound

This paper cites Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:58.415580Z

Source-reported events for the cited work

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Observation 1d097ea4-f646-4b41-add2-fc1905efafdc · outbound

This paper cites Stable Recurrent Models.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Stable Recurrent Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:58.509943Z

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Observation ecf029b8-2a8e-460e-ac67-46baa4ab993d · outbound

This paper cites Spectral normalization for generative adversarial networks.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Spectral normalization for generative adversarial networks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:58.686027Z

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Observation 4a315921-82c4-43ed-bbce-ffb54c69629e · outbound

This paper cites Training Transformers with Enforced Lipschitz Constants.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Training Transformers with Enforced Lipschitz Constants

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:58.798163Z

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Observation 0382d89b-3849-4ddd-a48a-a639d07ed2c3 · outbound

This paper cites Causal inference in statistics: An overview.Statistics Surveys, 3:96–146, 2009.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Causal inference in statistics: An overview.Statistics Surveys, 3:96–146, 2009

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:58.923413Z

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Observation ec3c8678-11ce-4799-8b1b-af2484e50ac2 · outbound

This paper cites Predictive Objectives Discard Exogenous Control-Relevant Features: A Controlled Mechanistic Study.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Predictive Objectives Discard Exogenous Control-Relevant Features: A Controlled Mechanistic Study

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:59.042727Z

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Observation 0a8680d1-f178-4a7b-a748-2a6b2c6c7a95 · outbound

This paper cites Is the Future Compatible? Diagnosing Dynamic Consistency in World Action Models.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Is the Future Compatible? Diagnosing Dynamic Consistency in World Action Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:59.171821Z

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Observation 4aaef45e-3bf9-423c-b0a5-c871e6eb8a19 · outbound

This paper cites Unsupervised learning of video representations using LSTMs.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Unsupervised learning of video representations using LSTMs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:59.347247Z

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Observation f3a961fe-6f44-4952-8ef6-f26c35bf2b5e · outbound

This paper cites Model regularization for stable sample rollouts.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Model regularization for stable sample rollouts

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:59.656879Z

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Observation 351baab3-b0a5-4747-b52d-e91b562d7c9a · outbound

This paper cites DeepMind Control Suite.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not DeepMind Control Suite

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:59.887849Z

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Observation 67b9e913-e420-42b5-a019-cbb5710d71c5 · outbound

This paper cites Benchmarking World-Model Learning with Environment-Level Queries.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Benchmarking World-Model Learning with Environment-Level Queries

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T12:15:00.017643Z

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Observation e87f5694-c886-4f81-952b-0bbc2c1a9c1e · outbound

This paper cites Beyond the Next Step: Variable-Length Latent World Models for Long-Horizon Planning.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Beyond the Next Step: Variable-Length Latent World Models for Long-Horizon Planning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T12:15:00.139656Z

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Observation 1876430f-f3d1-42a2-a359-2a173c7c787a · outbound

This paper cites an unresolved cited work.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T12:15:00.212023Z

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Observation 16ac9a68-cf3d-4898-8b02-2d8b70723ba4 · outbound

This paper cites an unresolved cited work.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T12:15:00.294333Z

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Observation b5c2a75a-cbad-45d2-98cd-7cc0a61d6254 · outbound

This paper cites an unresolved cited work.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T12:15:00.403409Z

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Observation 6df8ca6b-8e20-46ac-9813-7d860d7534ea · outbound

This paper cites 2.Seed table.Per-seed values at the critical operating point, not only means.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not 2.Seed table.Per-seed values at the critical operating point, not only means

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T12:15:00.549468Z

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Observation 5d34b945-2d3b-403a-ac5a-4222c3e6f143 · outbound

This paper cites an unresolved cited work.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T12:15:00.712586Z

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Observation aae24f98-794f-44fa-a9d2-e02cc882ced2 · outbound

This paper cites an unresolved cited work.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T12:15:00.867019Z

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Observation fe279c98-66d0-428e-b6ed-4c16f25fa53a · outbound

This paper cites Our main text and appendices are written to satisfy (1)–(6) for the MMNIST critical pair and the η-law primary arm.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Our main text and appendices are written to satisfy (1)–(6) for the MMNIST critical pair and the η-law primary arm

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T12:15:01.013306Z

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Observation bb9813a7-160b-476f-a910-cfd51f88b733 · outbound

This paper cites an unresolved cited work.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Unresolved cited work

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:59.511893Z

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Observation 3eafea17-2232-4d4b-b077-5636fdaabbb6 · outbound

This paper cites an unresolved cited work.

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not Unresolved cited work

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:57.280265Z

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Pith citing papers

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