Paper Citation Record · LEDGER

The Causally Emergent Alignment Hypothesis: Causal Emergence Aligns with and Predicts Final Reward in Reinforcement Learning Agents

As of 5 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2605.06746.

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

pith.paper-citation-record.v1
2605.06746 v1

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:00:31.941841Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T09:37:54.768674Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

4 of 4 outbound references displayed

verified exact0
verified fuzzy4
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c9ec208e-cf95-4ebd-8202-1badf5ba0475 · outbound

This paper cites Fields, C., A.

The Causally Emergent Alignment Hypothesis: Causal Emergence Aligns with and Predicts Final Reward in Reinforcement Learning Agents Fields, C., A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:36:59.212537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ef612bd2-a010-4708-b866-60bc92ed07a6 · outbound

This paper cites Levin, M.

The Causally Emergent Alignment Hypothesis: Causal Emergence Aligns with and Predicts Final Reward in Reinforcement Learning Agents Levin, M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:36:59.220379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 22f77b49-3b4d-4924-b0a2-392337574ac1 · outbound

This paper cites Rosas, F.

The Causally Emergent Alignment Hypothesis: Causal Emergence Aligns with and Predicts Final Reward in Reinforcement Learning Agents Rosas, F

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:36:59.208405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1e1b31cf-ead1-45a8-a55f-d593cdbc8fd0 · outbound

This paper cites Vernon, D., R.

The Causally Emergent Alignment Hypothesis: Causal Emergence Aligns with and Predicts Final Reward in Reinforcement Learning Agents Vernon, D., R

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:36:59.216446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation d516ad9c-ed69-4e36-8dd5-ac99174d1f68 · inbound

Perspective Latents as an Architectural Condition for Causal Emergence in Active Inference Agents cites this paper.

Perspective Latents as an Architectural Condition for Causal Emergence in Active Inference Agents The Causally Emergent Alignment Hypothesis: Causal Emergence Aligns with and Predicts Final Reward in Reinforcement Learning Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T09:37:54.768674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.