Paper Citation Record · LEDGER

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format

As of 13 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2509.02655.

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

pith.paper-citation-record.v1
2509.02655 v3

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:39:12.805827Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

13 of 13 outbound references displayed

verified exact1
verified fuzzy4
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4877a63d-1dff-4ce2-b53b-1d5ed6dc5a8d · outbound

This paper cites Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:10.799080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e54cfaec-b1ea-4af7-98bb-e3953fd075ed · outbound

This paper cites LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:10.915427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7766ff72-5315-49bd-b2a9-220c879dc29a · outbound

This paper cites Multi-turn evaluation of anthropomorphic behaviours in large language models.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format Multi-turn evaluation of anthropomorphic behaviours in large language models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:11.140529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc8747e4-0970-4e5a-897f-884a80dbeb97 · outbound

This paper cites Measuring AI Ability to Complete Long Software Tasks.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format Measuring AI Ability to Complete Long Software Tasks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:11.273298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d876c521-5f92-4f2c-81a2-153e8bd5090c · outbound

This paper cites From homeostasis to resource sharing: Biologically and economically aligned multi-objective multi-agent ai safety benchmarks.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format From homeostasis to resource sharing: Biologically and economically aligned multi-objective multi-agent ai safety benchmarks

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-05T11:39:13.238221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 92ed3cb2-632e-4028-be23-46b14f0cbefc · outbound

This paper cites Anatomy & physiology.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format Anatomy & physiology

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:39:14.141906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 32ddd6ed-0319-441d-b885-1e91f137a535 · outbound

This paper cites NeuroAI for AI Safety.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format NeuroAI for AI Safety

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:11.693846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1104457b-ebf1-4107-a504-94b3ddc93966 · outbound

This paper cites Anarchy, state, and utopia, page 41.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format Anarchy, state, and utopia, page 41

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:39:13.906864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 89500bf8-03ee-4cd4-b1e0-25666e027bb4 · outbound

This paper cites Using soft maximin for risk averse multi-objective decision-making.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format Using soft maximin for risk averse multi-objective decision-making

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:39:13.744335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6d856e37-4622-4bd8-a1bb-be83c8465d82 · outbound

This paper cites Krugman and R.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format Krugman and R

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:39:13.535671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ae22fc31-95c8-46b1-975e-f23303e6cd54 · outbound

This paper cites Smith, Johan Källström, Gabriel Ramos, Roxana Rădulescu, Diederik M.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format Smith, Johan Källström, Gabriel Ramos, Roxana Rădulescu, Diederik M

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:12.391778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf4fc86e-4592-4cfc-8f3e-fbfcc101c744 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:12.596397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cefeff3-0070-4016-bf59-34bcf2744c6c · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

BioBlue: Systematic runaway-optimiser-like LLM failure modes on biologically and economically aligned AI safety benchmarks for LLMs with simplified observation format Constitutional AI: Harmlessness from AI Feedback

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:12.805827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.