Paper Citation Record · LEDGER

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models

As of 15 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2608.08982.

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

pith.paper-citation-record.v1
2608.08982 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:23:58.019145Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

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

measured 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

10 of 10 outbound references displayed

verified exact2
verified fuzzy0
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15f27cce-0627-4cff-b714-b366ef941ee3 · outbound

This paper cites Persistent robot world models: Stabilizing multi-step rollouts via reinforcement learning.arXiv preprint arXiv:2603.25685, 2026.

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models Persistent robot world models: Stabilizing multi-step rollouts via reinforcement learning.arXiv preprint arXiv:2603.25685, 2026

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:23:57.827999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 178f7739-2537-4975-b7bf-4b84f80cc2f0 · outbound

This paper cites What-If World: A Causal Benchmark for General World Models in Embodied Scenarios.

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models What-If World: A Causal Benchmark for General World Models in Embodied Scenarios

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:23:57.855823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04e42b1a-9ed9-480e-9e8a-677b74ee4131 · outbound

This paper cites Counterscene: Counterfactual causal reasoning in generative world models for safety-critical closed-loop evaluation.arXiv preprint arXiv:2603.21104, 2026.

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models Counterscene: Counterfactual causal reasoning in generative world models for safety-critical closed-loop evaluation.arXiv preprint arXiv:2603.21104, 2026

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T04:23:57.878681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf3a0f57-a1cd-4d94-b79b-5b196b4ef6ff · outbound

This paper cites Diffusion Counterfactual Generation with Semantic Abduction.

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models Diffusion Counterfactual Generation with Semantic Abduction

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:23:57.901904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9f3a747-133e-4093-938b-4fcbe1603928 · outbound

This paper cites Diffusion Causal Models for Counterfactual Estimation.

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models Diffusion Causal Models for Counterfactual Estimation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:23:57.934911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bef192ee-e125-4e63-bc0f-79262b6e97a9 · outbound

This paper cites Counterfactual world models via digital twin-conditioned video diffusion.arXiv preprint arXiv:2511.17481, 2025.

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models Counterfactual world models via digital twin-conditioned video diffusion.arXiv preprint arXiv:2511.17481, 2025

Reference 6

Resolution: verified exact; raw_fallback, observed 2026-08-14T04:23:58.754787Z

Source-reported events for the cited work

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

Observation 15a6310a-6a77-4ffc-bf19-2de6ceb49b8b · outbound

This paper cites Causally Steered Diffusion for Automated Video Counterfactual Generation.

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models Causally Steered Diffusion for Automated Video Counterfactual Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:23:57.968114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4816ee2-55f8-4a95-8ddd-bae73a62c62f · outbound

This paper cites Causal-Adapter: Taming Text-to-Image Diffusion for Faithful Counterfactual Generation.

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models Causal-Adapter: Taming Text-to-Image Diffusion for Faithful Counterfactual Generation

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:23:58.430025Z

Source-reported events for the cited work

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

Observation 3e992d7d-94f1-4a21-9cf8-6f3076d6070f · outbound

This paper cites Autonomous Video Generation with Counterfactual Controllability for Self-Evolving World Models.

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models Autonomous Video Generation with Counterfactual Controllability for Self-Evolving World Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:23:58.285954Z

Source-reported events for the cited work

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

Observation f9fac61c-c422-4b53-8ae3-da97fcb681da · outbound

This paper cites Rlvr-world: Training world models with reinforcement learning.

Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models Rlvr-world: Training world models with reinforcement learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:23:58.019145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.