Paper Citation Record · LEDGER

Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2402.04247.

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

pith.paper-citation-record.v1
2402.04247 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:41:04.778935Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T21:24:32.638538Z

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 1faf3f46-96a0-468a-9ec3-c855dea447c1 · inbound

AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents cites this paper.

AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:24:32.640566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e413752e-c3ac-4205-a72b-3bf6ca6076b4 · inbound

Safety Degradation in AI Agents cites this paper.

Safety Degradation in AI Agents Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:04.778935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 294b62c0-9677-4b07-88c9-291090688fa8 · inbound

ALRPHFS: Adversarially Learned Risk Patterns with Hierarchical Fast \& Slow Reasoning for Robust Agent Defense cites this paper.

ALRPHFS: Adversarially Learned Risk Patterns with Hierarchical Fast \& Slow Reasoning for Robust Agent Defense Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:06.544082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de1f02af-9dbd-494d-89ab-0833fb6d4f9a · inbound

SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents cites this paper.

SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:29.998784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b118f0a-f11f-4ee1-b76e-4776b1d86899 · inbound

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" cites this paper.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-04T20:03:41.233789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03745c43-729a-477b-9e1e-68046bb7756b · inbound

Deploying AI for Signal Processing education: Selected challenges and intriguing opportunities cites this paper.

Deploying AI for Signal Processing education: Selected challenges and intriguing opportunities Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T19:59:17.313758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d647940a-4895-455d-8dd6-3f36e3ef4e7b · inbound

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines cites this paper.

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T12:03:25.474559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.