Paper Citation Record · LEDGER

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor

As of 16 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2509.10515.

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

pith.paper-citation-record.v1
2509.10515 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:11:57.036469Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy21
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0ce2c2a-bf08-4228-ac95-ee1b8ebcbf4c · outbound

This paper cites Begin with 5-10 minutes a day.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Begin with 5-10 minutes a day

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.233397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9eb4b12e-e622-41fa-880a-da25542e4a50 · outbound

This paper cites Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T11:11:56.577437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b025479c-f12b-45a1-9c31-937aa1c70b59 · outbound

This paper cites Gather Supplies: Have your pencils, paper, erasers, etc., readily available.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Gather Supplies: Have your pencils, paper, erasers, etc., readily available

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.221272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c8523216-6a93-4ec4-b157-4f1f8902900b · outbound

This paper cites Quiet Space: Find a spot where you won’t be interrupted.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Quiet Space: Find a spot where you won’t be interrupted

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.215687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4c501d78-3502-4798-9dc3-14cf2ec1208d · outbound

This paper cites Focus on the process, not the outcome.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Focus on the process, not the outcome

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.208295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3f020f4a-9982-498a-98b1-7be905bb6085 · outbound

This paper cites Put it in your calendar and stick to it as much as possible.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Put it in your calendar and stick to it as much as possible

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.227909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a4e49091-a3db-4947-a378-204328c5bb83 · outbound

This paper cites an unresolved cited work.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:11:57.196312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bec17f30-e9a9-4704-96d2-f2ce3c1a1ad4 · outbound

This paper cites Seeing your improvement over time can be incredibly motivating.Photo Journal: Take photos of your finished drawings to document your journey.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Seeing your improvement over time can be incredibly motivating.Photo Journal: Take photos of your finished drawings to document your journey

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.189514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 515ebe52-36a3-4955-a71f-7de574b91904 · outbound

This paper cites Enjoy the Process: The most important reward is the joy of creating! Remember, consistency is key.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Enjoy the Process: The most important reward is the joy of creating! Remember, consistency is key

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.183231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b13deb8c-53e0-4cde-83aa-6f15f293f39c · outbound

This paper cites an unresolved cited work.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:11:57.201737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2ce78b60-4ff9-4615-bf1a-13cde1677103 · outbound

This paper cites Begin with 15-20 minutes of drawing.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Begin with 15-20 minutes of drawing

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.176732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4a9c755f-27d2-4773-8bf7-a7c8a568d414 · outbound

This paper cites Experiment with Mediums: Don’t limit yourself to pen- cils.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Experiment with Mediums: Don’t limit yourself to pen- cils

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.168229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c402dfdf-40ba-458b-b739-883e3e43f8d1 · outbound

This paper cites an unresolved cited work.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:11:57.161319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8839bcc2-572b-43e0-bf0f-2ed351746128 · outbound

This paper cites Embrace them as opportunities to grow.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Embrace them as opportunities to grow

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.155404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0bc35a7c-45e9-40d0-8ba0-4c02da706533 · outbound

This paper cites Feedback and encour- agement can be incredibly motivating.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Feedback and encour- agement can be incredibly motivating

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.147677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 856d425d-5698-43c8-8f4d-56716969a78f · outbound

This paper cites draw for an hour,.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor draw for an hour,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.142712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e7e01665-9ca5-4e8b-93ce-c73ef935d608 · outbound

This paper cites Experiment with different mediums: Explore pencils, pens, charcoal, watercolors, digital tools – find what feels right.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Experiment with different mediums: Explore pencils, pens, charcoal, watercolors, digital tools – find what feels right

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.137431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa76bd5d-d68d-445a-96cb-cb201cdc84c5 · outbound

This paper cites Set reminders: Use your phone, calendar, or sticky notes to keep yourself on track.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Set reminders: Use your phone, calendar, or sticky notes to keep yourself on track

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.131501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8c0f2edb-b986-4827-9631-15b91093828a · outbound

This paper cites Follow artists you admire: Look at their work, learn from their techniques, and get inspired.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Follow artists you admire: Look at their work, learn from their techniques, and get inspired

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.125325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1e254628-8b47-40fe-82ce-1cb4a0c672ff · outbound

This paper cites Don’t be afraid to make mistakes: They’re opportunities to learn and grow.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Don’t be afraid to make mistakes: They’re opportunities to learn and grow

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.119006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 83d61bf2-6c03-4372-bb87-d1b4f0736df0 · outbound

This paper cites draw for an hour,.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor draw for an hour,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.112068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation be5a3b67-a1b0-4dd2-ae4a-b3222eac753e · outbound

This paper cites Experiment with different mediums: Don’t limit yourself to pencils.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Experiment with different mediums: Don’t limit yourself to pencils

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.105354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eb126273-ddc2-4ba7-b50a-6c7f8f12ef15 · outbound

This paper cites Block out a specific time in your day and stick to it.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Block out a specific time in your day and stick to it

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.099292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 375e5cb2-28a3-4387-8ea7-14cac1f81087 · outbound

This paper cites Embrace them and learn from them.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Embrace them and learn from them

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.092601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 37851d83-fd54-442b-87ea-b086176b39fd · outbound

This paper cites Visit museums or galleries: Expose yourself to different art forms and perspectives.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Visit museums or galleries: Expose yourself to different art forms and perspectives

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:57.086630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c61ef4d6-67a6-4161-a5ac-116faef11b4d · outbound

This paper cites Share your work: Show your drawings to friends, family, or online communities for feedback and encouragement.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Share your work: Show your drawings to friends, family, or online communities for feedback and encouragement

Reference 29

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T11:11:57.079564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 711a1e75-fef4-4cb5-ade0-8876f983a60d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Training Verifiers to Solve Math Word Problems

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-05T11:11:56.424558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29830035-ceed-4a5a-a2b2-f93f05b8ef2b · outbound

This paper cites Training language models to follow instructions with human feedback.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Training language models to follow instructions with human feedback

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-05T11:11:56.780722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47391bd2-a653-478f-81d3-1b46faa0368a · outbound

This paper cites SimPO: Simple Preference Optimization with a Reference-Free Reward.

Adaptive Preference Optimization with Uncertainty-aware Utility Anchor SimPO: Simple Preference Optimization with a Reference-Free Reward

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T11:11:56.685115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.