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Paper Citation Record · LEDGER

Chain-of-thought obfuscation learned from output supervision can generalise to unseen tasks

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2601.23086.

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

pith.paper-citation-record.v1
2601.23086 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:40:54.666501Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T01:45:51.745516Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e67939bf-0a49-47c4-82b0-e8edecd8a7b2 · inbound

Tools as Continuous Flow for Evolving Agentic Reasoning cites this paper.

Tools as Continuous Flow for Evolving Agentic Reasoning Chain-of-thought obfuscation learned from output supervision can generalise to unseen tasks

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-21T02:04:57.868411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-11T01:30:19.859374Z digest=sha256:b578262992fbcc8eade3763e391feb26c34bbf2101640108f3cc21e0ab8617bd

Observation 77c7a324-fa2d-4951-828a-0fe9b285a021 · inbound

Length Penalties Make Chain-of-Thought Less Monitorable cites this paper.

Length Penalties Make Chain-of-Thought Less Monitorable Chain-of-thought obfuscation learned from output supervision can generalise to unseen tasks

Reference 70

Resolution
unresolved
no resolver link, observed 2026-07-14T15:45:54.532529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-14T15:45:54.532529Z digest=sha256:972b44fb37cbd474d482fee6583126b8eb22d25a71b3739cc3177199e9ca6b3d

Observation 53fe742a-a27c-4083-8e1e-a71059f55a35 · inbound

Length Penalties Make Chain-of-Thought Less Monitorable cites this paper.

Length Penalties Make Chain-of-Thought Less Monitorable Chain-of-thought obfuscation learned from output supervision can generalise to unseen tasks

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-02T08:06:10.827326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:06:10.827326Z digest=sha256:ebe0dfe8f1bb489c71fc40d2915f0acc39ebac9317ae8f439b49c94dcf50bbae

Observation f6f18e25-42ec-49db-8372-e96bb50d6913 · inbound

Length Penalties Make Chain-of-Thought Less Monitorable cites this paper.

Length Penalties Make Chain-of-Thought Less Monitorable Chain-of-thought obfuscation learned from output supervision can generalise to unseen tasks

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T04:30:29.213030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T04:30:29.213030Z digest=sha256:82901bd8a863b78c1f75255a48487e9aa2666911075deed71f6ad995cd84e017

Observation a43935e9-5cbe-4a93-ad21-8ef8e0eda45a · inbound

Risky Business: Measuring The Faithfulness-Safety Tension cites this paper.

Risky Business: Measuring The Faithfulness-Safety Tension Chain-of-thought obfuscation learned from output supervision can generalise to unseen tasks

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T13:40:54.666501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:40:54.666501Z digest=sha256:f55ec07ce5557adb9b67c995d208d498ffd207f073c43b5d2d1aad43491a6a17