Paper Citation Record · LEDGER

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis

As of 9 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2509.10297.

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

pith.paper-citation-record.v1
2509.10297 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:01:57.640191Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

47 of 47 outbound references displayed

verified exact3
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8733e31b-be7e-4bfb-829e-ac2731a624d2 · outbound

This paper cites Phi-4 Technical Report.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Phi-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.167457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 310c640a-8d41-4817-9a30-5342879d04c5 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.243293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e955829-f1b4-4f18-a197-289f3676abbf · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.339681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ba08017-1295-4be3-9432-cd781790d474 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.376878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d4d0630-6bd3-4c2b-b21c-21b18affd23a · outbound

This paper cites Advancing Human-Machine Teaming: Concepts, Challenges, and Applications.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Advancing Human-Machine Teaming: Concepts, Challenges, and Applications

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.452803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf2703c3-7b06-434e-9a04-36cc403c36ef · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.456805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 993ace91-1713-4791-98e3-8707f98b6c7c · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.461263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43b392b2-8efe-488f-985c-f6d5d4b7b7f6 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.505941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d30d028-aaae-48a5-a546-56e723d319d1 · outbound

This paper cites Dellermann, P.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Dellermann, P

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.553055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15689985-0d1e-4275-ab38-c3a8e69f696d · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.599863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ec14bd4-f7a1-4506-a4e5-7a00c3789ba3 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.646701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f4e746c-5bc8-4942-ad79-e459a61729e9 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-04T18:03:58.843521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cbbb8588-b068-4c44-93b6-da1bac1b609d · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Gemini: A Family of Highly Capable Multimodal Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.765399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d4eb88c-3112-47f0-ad4f-bded7164b549 · outbound

This paper cites Goode, M.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Goode, M

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.824824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b691b7aa-ca67-4bef-8b4a-51b6ce1ccc40 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.912417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba1c82b5-d575-41a3-84e8-ab07fa1a32ba · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:55.969988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bd7dd2d-5540-4c97-9b4f-6113f2c0df3d · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.031316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ae7705d-1fd9-4493-9fef-2ecb93f3a1ba · outbound

This paper cites OpenAI o1 System Card.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis OpenAI o1 System Card

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.057941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91fb4330-5c70-46d9-a81d-5204651249ff · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.119639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da5c7fef-84f4-4910-b6ce-28536f3ad1ea · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.175731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f78090ec-e0e2-42a5-8e37-0b9c1f04f1b9 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.206029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b37fde0-9f75-42e7-8add-a02375f6cbbf · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.268429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35607b8b-ccbd-4d7c-97aa-39423894a6db · outbound

This paper cites DeepSeek-V3 Technical Report.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis DeepSeek-V3 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.325994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26bfb16f-2ada-4b0e-b2f7-ea8a05c89527 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.385782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfe65ef4-c34c-4038-96bc-054ecdc86372 · outbound

This paper cites Frontier Models are Capable of In-context Scheming.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Frontier Models are Capable of In-context Scheming

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.442916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59a1ee1f-0b8d-49e1-baef-279f983a43ff · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-04T18:03:58.533448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 87741e55-4c53-4289-83dc-40360768734f · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-04T18:03:58.308075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bfed581f-87cb-4e1d-a539-37254236fe8c · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.618922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55c3d664-b066-4e12-a64d-b357362d4b0d · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.649026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8b101f9-7353-4718-b34f-d19439b777a9 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.702344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e27fd484-d4f4-46ad-b76d-9aaa5499059c · outbound

This paper cites When Large Language Models contradict humans? Large Language Models' Sycophantic Behaviour.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis When Large Language Models contradict humans? Large Language Models' Sycophantic Behaviour

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.731469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ff2a32-7d52-4dfb-aa3e-78fd6c56e5f2 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.792549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4239b79-86f6-44cd-a291-d8b540c36271 · outbound

This paper cites Towards Understanding Sycophancy in Language Models.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Towards Understanding Sycophancy in Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.854499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8ca2d98-78a1-4412-b82f-185c7344bf20 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.912358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c47896d8-4101-4656-ad1e-a6a1e49e4179 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:56.970339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 508cc250-e6df-4edc-86fe-e927a6b6cdb2 · outbound

This paper cites Value alignment: a formal approach.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Value alignment: a formal approach

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.031260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4387694-e20f-46b8-8ad3-d2ed6a4b3367 · outbound

This paper cites Simkute, L.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Simkute, L

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.089867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d290766b-e739-486d-9e65-8699ddb3dc6f · outbound

This paper cites Vaccaro, A.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Vaccaro, A

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.143882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8d59afd-b6d7-46dc-8963-fbdd5e7c79cb · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.205570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13189646-bb4b-4344-a26f-f50c1898e1a5 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.261695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d224f12a-e3b5-4577-9128-9e3f1ead1de6 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.319463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbd3ad0a-1fa4-45e2-8c73-eff9d688d19f · outbound

This paper cites Human-AI Symbiosis: A Survey of Current Approaches.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Human-AI Symbiosis: A Survey of Current Approaches

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.346334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84d5fbb1-a105-479c-adb2-06b539c05577 · outbound

This paper cites an unresolved cited work.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.406081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e15262b-2e07-449b-8ab9-0d767b7acf51 · outbound

This paper cites Super Co-alignment of Human and AI for Sustainable Symbiotic Society.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Super Co-alignment of Human and AI for Sustainable Symbiotic Society

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.435080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation def22370-c7e5-41f2-a2d3-4c558e388ba1 · outbound

This paper cites The Rise of AI Companions: Interaction with AI Companions and Psychological Well-being.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis The Rise of AI Companions: Interaction with AI Companions and Psychological Well-being

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.494524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 118a330d-6f74-4346-bd32-29ccdb35b77e · outbound

This paper cites URL: " 'urlintro :=.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis URL: " 'urlintro :=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.552594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa51f39f-20b6-4af2-993a-c114902b0c56 · outbound

This paper cites write newline.

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis write newline

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T18:01:57.640191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.