Pith. sign in

Paper Citation Record · LEDGER

Adultification Bias in LLMs and Text-to-Image Models

As of 17 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 0 inbound Pith citation observations for arXiv:2506.07282.

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

pith.paper-citation-record.v1
2506.07282 v1

Coverage vector

measured 97 of 97 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:42:53.560058Z

measured 97 of 97 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

97 of 97 outbound references displayed

  • verified exact14
  • verified fuzzy3
  • unresolved72
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5ce625c-7623-4c80-a6f3-711682a0a45b · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.256896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.256896Z digest=sha256:be1bfa36b1f88a15a298e0f192155e3f2c8e7165de0fb891338fad6fda78f9b6

Observation af754a89-7ac2-4707-8639-91378497f630 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.260938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.260938Z digest=sha256:e849ab8d3cd88b04901bd79e74fc236b965cd82752c5b2c74f0d466a70581b76

Observation 2ddbef6a-b0d4-4921-9000-40083cb0b814 · outbound

This paper cites Consistency-diversity-realism Pareto fronts of conditional image generative models.

Adultification Bias in LLMs and Text-to-Image Models Consistency-diversity-realism Pareto fronts of conditional image generative models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.264147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.264147Z digest=sha256:4b0401a3d12f800e38c024436f067925fc151c347ea52ec6f6c0e365ac2b7763

Observation 90ecea02-b224-4572-b168-7b196c187752 · outbound

This paper cites Griffiths.

Adultification Bias in LLMs and Text-to-Image Models Griffiths

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.267627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.267627Z digest=sha256:226e87ea8a9557d7ddd64a03436dd70cf948c851879f4b2417f84cff10fe5e09

Observation f43ca449-b2ab-4e36-bc9c-a5515d29df16 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Adultification Bias in LLMs and Text-to-Image Models Constitutional AI: Harmlessness from AI Feedback

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.273886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.273886Z digest=sha256:bc4e3a682e08bae968de12759804e233e4639ec464ff947794c87f170b121cf7

Observation e2d65852-f221-4141-a1f8-432f4523623a · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.277225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.277225Z digest=sha256:57c45f458cecbd62be0da56b847ce16161c6c40eace6bd1318b1deace97f2f35

Observation 1673d2a7-f242-482d-91cb-6fbc3dc2ea8a · outbound

This paper cites Venkatesh Babu, and Danish Pruthi.

Adultification Bias in LLMs and Text-to-Image Models Venkatesh Babu, and Danish Pruthi

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.280537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.280537Z digest=sha256:b6438289fe3f52036850928fff2d3c409ba5577c4c553186b2366c9412ecc21d

Observation 38696bfd-93f5-4c22-96c7-103415f18970 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.286988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.286988Z digest=sha256:e37fc7b4569e3fbe2c9d9cd4ab4416c62d6eb40f808c5fc6ae5b49403b51bfbb

Observation 83d38929-d1b7-4753-8092-2120bfe10da2 · outbound

This paper cites Blake, Verna M.

Adultification Bias in LLMs and Text-to-Image Models Blake, Verna M

Reference 10

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.762230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.289874Z digest=sha256:359ab63e01b18edc7f7e1f601f738037aada2a09b28fdd47c3ca6e7c1f619278

Observation bf28561c-7d50-4ec4-b32b-f59daccdc819 · outbound

This paper cites Large Language Models Reflect the Ideology of their Creators.

Adultification Bias in LLMs and Text-to-Image Models Large Language Models Reflect the Ideology of their Creators

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.292831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.292831Z digest=sha256:ed7ff0ce2949f7c8800936b281b7baddec7022653b7abeb68c50236627423306

Observation 9becb4b8-1d30-4fcc-a983-c310c4537686 · outbound

This paper cites I’m a Strong Indepen- dent Black Woman.

Adultification Bias in LLMs and Text-to-Image Models I’m a Strong Indepen- dent Black Woman

Reference 12

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.752981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.295961Z digest=sha256:beb7a2fa79ed8b80b530f6f333421f26c38fd4ea800b292f64e2f65372a4b24f

Observation 3d7746f9-fc3e-4c35-af27-ec7dceb311c1 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.298836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.298836Z digest=sha256:f2213eeee967697e5504901bbce6870a5dbec39d0418cef5f75e7893d600971a

Observation 3412665c-411f-48e6-9bf7-226b54f45fba · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.301733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.301733Z digest=sha256:231171e173029ce11744903b3ee317a5d7d104149751f32c16bd611efc06bcaf

Observation fd224497-9d1d-4b77-ae0e-b53b04e5b3da · outbound

This paper cites DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models.

Adultification Bias in LLMs and Text-to-Image Models DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.304807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.304807Z digest=sha256:7e53106eae2760f44fd97052309c6cc2f00300235707a12d60785b52635463db

Observation 59ab7991-170c-4078-bb6d-c8aaf17a8e4c · outbound

This paper cites Alex Dow, Jean Garcia-Gathright, Nicholas Pan- gakis, Emily Sheng, Dan Vann, Matthew Vogel, and Hanna Wallach.

Adultification Bias in LLMs and Text-to-Image Models Alex Dow, Jean Garcia-Gathright, Nicholas Pan- gakis, Emily Sheng, Dan Vann, Matthew Vogel, and Hanna Wallach

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.307923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.307923Z digest=sha256:603f9ec8120b7f8e28c6d425a05557c859c761d3cb8e9406e9d16d8f7cd767fb

Observation 06c3399d-388d-46fb-ade9-13efdf0d7051 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.314659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.314659Z digest=sha256:8b2eeff976ffbee7b72879dbbf3b84b252a1520e2bf0c763cf6eb59b0d123864

Observation 05c9100c-6644-493f-a8b0-171252f31413 · outbound

This paper cites Taxonomizing Representational Harms using Speech Act Theory.

Adultification Bias in LLMs and Text-to-Image Models Taxonomizing Representational Harms using Speech Act Theory

Reference 18

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T05:42:54.391245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.311075Z digest=sha256:e8ea568a96759516b3d3e95d2b68fa5bd571fad61b233095cc69694110cf39fa

Observation 46dade9b-af0f-416b-9478-376bddae3591 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.320886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.320886Z digest=sha256:8e1f917e60d5bdc5f91d5f86c48b2f625f9dea0f96833bf91fa6d245f20b5183

Observation 440b0333-7141-431f-b071-fafa2206dc46 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.318018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.318018Z digest=sha256:56c85844d33784ec8617b369c255fb2dc33ad05223da1d9f5cc539ce2073d19d

Observation ae163bfc-0418-4281-8ead-cd23b7a82d3f · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.330163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.330163Z digest=sha256:6ddb521b30f59706af960f48a798feb0eba04d6872feac6ff1bf527a62129522

Observation d2956929-8e26-4ece-afcc-a51f3cd03cbc · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.333140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.333140Z digest=sha256:4c3c4f76f8ee039e3733bbce967ed500514a40b3fb4105d52b2142c388767ecd

Observation 2e757bc3-154c-4264-9dac-7b1917f5309b · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 23

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:42:53.327241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.327241Z digest=sha256:eabed3d0dc89e657cbc37868ea0cae55a11ba5bbdeb9835f2c64fbb888a1e24c

Observation 7b4a553f-1997-4426-94db-8058b8a43f05 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 24

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.729653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.338755Z digest=sha256:e50b7a590db8d7621dad4e7c169becd7ab0ce4ed0506c0056fbf1a4475a62d02

Observation 5f27a5f1-0abe-4459-bf35-9c2e79a32b1e · outbound

This paper cites French and Helen A.

Adultification Bias in LLMs and Text-to-Image Models French and Helen A

Reference 25

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.720477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.341760Z digest=sha256:28b0c396093791ce0ab38d662abc8b13cc7eb8f8290e4499b51fea088dc0159e

Observation 89c2a122-abeb-451a-909d-a55e7a7f1494 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.336119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.336119Z digest=sha256:9d645062ee03b51ae5ac42987e042bd1f8be25b28751d5e3fd733f6c8be5c043

Observation 4272e2b1-14d7-4787-8dd4-8d90bb8b657f · outbound

This paper cites Galvan and B.

Adultification Bias in LLMs and Text-to-Image Models Galvan and B

Reference 27

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.710265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.347714Z digest=sha256:0eb431ccb20a32ac69dadc7d86093eecb1b6701aaaa1164d243189b0c1b1e58e

Observation 7b7e9bab-8769-4983-a062-6f4d899bccef · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.700629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.350625Z digest=sha256:30d68ff24316954a8bf299958b90e7b42db5df998278e429a861a7eba056fd0e

Observation 5315fa85-2d08-4d40-a3ca-f0f4e641d115 · outbound

This paper cites Bias and Fairness in Large Language Models: A Survey.

Adultification Bias in LLMs and Text-to-Image Models Bias and Fairness in Large Language Models: A Survey

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.344745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.344745Z digest=sha256:2ebfdb5075ed3734aa8c13db3fe09e96f388ebc960a7827360ec99c7a574ee11

Observation 41e63863-67ca-40c7-b13a-7cc81819ec5b · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.356588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.356588Z digest=sha256:75a6db8b991f22391e22bf27faa139a859b38130ec85f73a9440c2111ced9f41

Observation bf42ca4a-5f7d-4e92-90f2-7474520a799f · outbound

This paper cites Goyal, Katie L.

Adultification Bias in LLMs and Text-to-Image Models Goyal, Katie L

Reference 31

Resolution
verified exact
raw_fallback, observed 2026-08-07T05:42:54.304908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.359988Z digest=sha256:db11842a0d6ff101dece9c84ebb2f4641022a5512488dd3476f2d1d8a0d499b9

Observation 623f5d54-103f-481a-bf8e-f13fcf686441 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 32

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.691224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.353541Z digest=sha256:201e9108e0e2c3df8dd0dbb568937bb68c0229aabec0c7de2eb2c2f37c49ae91

Observation 69139370-6e57-4e88-9995-5c7a06a035db · outbound

This paper cites The Llama 3 Herd of Models.

Adultification Bias in LLMs and Text-to-Image Models The Llama 3 Herd of Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.365656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.365656Z digest=sha256:48f0b1130d46e2a1b1e807bd7f4bd986c8cde87f903b1637a14a1a636bfd5094

Observation 74caacb9-9de5-4a05-8cbf-b9ead5270729 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.368885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.368885Z digest=sha256:354b831526de3198851c47cfadeb4b376873ae369a70481a73b9443916390429

Observation 981ae16c-3081-41f6-bf0b-0278c99d345e · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.362796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.362796Z digest=sha256:4220ebae56d36d0ac4c6f63081382d137104e0ef3b3f0b8f3a840910b2287994

Observation 4a146089-434c-4d7e-8b6d-424942bcee8a · outbound

This paper cites DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity.

Adultification Bias in LLMs and Text-to-Image Models DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.374613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.374613Z digest=sha256:4e746350d2f70513c2c96520b1c6ce70d250b876ca01e9ae866f7ec9891a5bc7

Observation dddedfbb-8e2d-43de-9171-d21aa6e2bc66 · outbound

This paper cites Harm Amplification in Text-to-Image Models.

Adultification Bias in LLMs and Text-to-Image Models Harm Amplification in Text-to-Image Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.377879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.377879Z digest=sha256:42511c17974289c75dc326e04d7a8eca89e5443be33980937bffabe3f83a81d2

Observation a3408242-e8e8-4194-a136-b1dcb7515345 · outbound

This paper cites Towards Geographic Inclusion in the Evaluation of Text-to-Image Models.

Adultification Bias in LLMs and Text-to-Image Models Towards Geographic Inclusion in the Evaluation of Text-to-Image Models

Reference 38

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T05:42:54.212134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.371668Z digest=sha256:2224fa94ee11480b6ec17d301fe1cc7104f840c9ad39acc4c684bee4554a34cc

Observation 2be16f24-a665-49fe-a690-b33999804a8f · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.384463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.384463Z digest=sha256:a63460b37afe969556a1ebae938f0a02d2ffbbb5ae62e319af2aac166ad28899

Observation 33fb416f-8d5b-4ba3-907d-4e83458cb398 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.387381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.387381Z digest=sha256:b193251b50f9519889931762a19410f74768030aacdfe8365ca089eea3d0f0d5

Observation 00b69608-d1e6-44f9-85f7-f7eaed8c0c4d · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 41

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.674856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.380895Z digest=sha256:d8f92c8c785ba5fea4350e6976b27b1c017d4e8e1b6e7838f6ba59a2e8a3a83f

Observation fbc7fb6c-82c5-4947-9fe1-ad301e4f2e05 · outbound

This paper cites Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs.

Adultification Bias in LLMs and Text-to-Image Models Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.396614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.396614Z digest=sha256:487f088fbb38050afefd9cba1a2f242c3357f89692a8839bde2d44223580b7fc

Observation aa50708c-1f32-43e7-9e80-b190bfd3fb20 · outbound

This paper cites Inherent Trade-Offs in the Fair Determination of Risk Scores.

Adultification Bias in LLMs and Text-to-Image Models Inherent Trade-Offs in the Fair Determination of Risk Scores

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.399626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.399626Z digest=sha256:2404868550121a276eab2bc77cdf01cfc4c182ec54c1bae1489d8dafba62f78b

Observation 553b3d67-1874-4646-a1c9-36805ed0a83c · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.863729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.403397Z digest=sha256:f56ef6b384f9ca283c83aae0b75f243f0b7d483e35fb1c9a995066f077aa37dd

Observation 838f28a8-5c22-4b64-b200-3b1e638ced1e · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.393601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.393601Z digest=sha256:01dbc45a99d087a55359c562244294ac532581a83420b0f7331f3c02e9297043

Observation 3b2749be-27a5-4d21-8f65-04fd300d8f79 · outbound

This paper cites Seitchik, Jordan R.

Adultification Bias in LLMs and Text-to-Image Models Seitchik, Jordan R

Reference 46

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.665625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.409694Z digest=sha256:1c17d713c19017a9c25ac797aa873b133491c63ec3e3cab3a2ca0fcd25a8cd9a

Observation eab245e8-4e50-47d3-89ae-c5a8ef0774d8 · outbound

This paper cites Stable Bias: Analyzing Societal Representations in Diffusion Models.

Adultification Bias in LLMs and Text-to-Image Models Stable Bias: Analyzing Societal Representations in Diffusion Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.412852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.412852Z digest=sha256:904c92367aa6ff037516189c52178970e20f75bc73afaba97757ba0bb62a5a10

Observation 22002a0c-47c6-4fa4-bf34-94cc7916704d · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 48

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.655605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.415940Z digest=sha256:c6307299969d29c097abc07d20b2713f9d69f999c01aabc89400cb0239514723

Observation 13fecd12-97d2-4fce-985e-52511e68e5ed · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.845973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.422196Z digest=sha256:0e0fb61ca6d5f8c9fea9be214ec16a7ded6bfc5511eb32ad7476982cb4a8e7a4

Observation 3b052829-9d0b-4c46-84a8-4409842258f8 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.836572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.425153Z digest=sha256:e9c4611abe814b3cc577bb12c733029e1cd8600930b2314150dc86d9252ce3f0

Observation a811e81e-3caa-4648-b197-6de338344fa9 · outbound

This paper cites Social Biases through the Text-to-Image Generation Lens.

Adultification Bias in LLMs and Text-to-Image Models Social Biases through the Text-to-Image Generation Lens

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.427857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.427857Z digest=sha256:b306c932c96894d831cdad13b02715bff39510a5a95e9a234d1595f48160fac1

Observation 760d1713-4969-4fd3-8a89-1459e8fe2900 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.855133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.418882Z digest=sha256:24ce2968c32148f2bf9477be74f4b4ce4237e763151696d8a7ffec0821f93c5b

Observation 7c7ba96c-71a5-4478-ab6d-db477b9823a2 · outbound

This paper cites Department of Education.

Adultification Bias in LLMs and Text-to-Image Models Department of Education

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:42:54.817914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.433889Z digest=sha256:6ba272df4215da4caacab23a0b2375c1ed84480b1b055c616d322697d794f77d

Observation 4f34cd06-0f79-4883-9ca8-8eab4960a2c8 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.808818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.436781Z digest=sha256:61543843ac0a3eb62371152d75d26a4dfbc772f462f4c872bd63098d00705088

Observation 8bfa02a1-41ef-440f-ae57-1e6299baebc5 · outbound

This paper cites GPT-4 Technical Report.

Adultification Bias in LLMs and Text-to-Image Models GPT-4 Technical Report

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.439369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.439369Z digest=sha256:735b4f4b4ea3484bdac4d94bf698bb2551d3dadd48ee7e410f78531efcf9c170

Observation e4ab4fd3-715a-423e-80b3-ce5a7429bcee · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.827385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.430877Z digest=sha256:93e32c9489038f769578c585d2d6453a7ed95875759d19b1133a361d310d1af1

Observation ab1e028d-44da-41b6-a119-96ce6d0b9bb6 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.799638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.445359Z digest=sha256:60cca42451c3a09f0c096a274d5a200d878aede75d765132eb423450b00102ad

Observation c70e30b6-e495-4a7e-b75b-ff6f636f0573 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 59

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:42:54.055470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.447996Z digest=sha256:360e57221dfc12dc6ef7dcc15c3848c40bff836c2c60cfe27f78b263b83ea167

Observation 78eebf5f-8c35-4014-83fe-1a529e72226b · outbound

This paper cites Why don’t I look like her?.

Adultification Bias in LLMs and Text-to-Image Models Why don’t I look like her?

Reference 60

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.645563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.450693Z digest=sha256:ff5991af02ca7d510040c778db69b679779c117e10792cb26e3dcec4c51bb6f1

Observation 4e0a154f-ca27-48ee-9f31-cc0c7886e3c2 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.442478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.442478Z digest=sha256:a33a57883c3120b45d8d7c665ef40782a2b6358453fc8df6689568cc271481d2

Observation 4973fa53-1631-4759-9c4d-e6eb9ede3e6b · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.779523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.456532Z digest=sha256:e681996f5431350a2c1eed95a73c3aef1022a386362b3776a15b7f8441689cb9

Observation e2c370eb-552c-4999-aba0-5741bcb1b577 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.769957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.459354Z digest=sha256:19909e290b76d5418203e9f2a1bf4c5fb1bb68d615b5a283eeb756c6fdca7dee

Observation 0e4076c4-6ef5-4113-8653-905faa77ea9b · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.462238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.462238Z digest=sha256:764ab8c99c9c9fb54d3a5f5180e1e085f6364f844f6c03d80029b4f73724e8af

Observation f7a42ba9-6872-483a-9fc0-30cd18f644e7 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 65

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:42:54.789580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.453549Z digest=sha256:2cd5b10b33098699c2d86344771b5c6166e4b28bd75070b20f56adf3204a1bf9

Observation f155443b-4b92-4f24-8dee-e6a508bb773a · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.751811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.468116Z digest=sha256:fd33c728d9535c7f87a357e2b267662fc1d4838a5567cd7b69569ced8ff2bdd6

Observation 0fb8c8b2-a9e0-410a-bc9f-523c271a9fdf · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.742169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.471104Z digest=sha256:de2aa3da409e7d7d039927bf34b4fe9f9dba832f0a74eb7743ac459e16a4c2b5

Observation 2a1a303d-7256-4fb5-a83a-98b008b3173d · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.474056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.474056Z digest=sha256:6cd8d1c039e4bad8b067a0f8fbfc2426dc4526450ae4d81af2b5c8df9df76484

Observation 295022e6-69f4-4484-aed1-5fb8a0050090 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 69

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:42:54.760906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.465132Z digest=sha256:4d18f6f446204ddbf9447cdf11024997e37cd401ee57a9873b4655e875b548c2

Observation 741bd28e-e65d-492f-9d34-2d45df35cb54 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.716914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.480359Z digest=sha256:f1c9cfecce574fa7567ea571f22ec3942f45f7561c39efa1d5bfda2878358b05

Observation 12703d50-bb6e-4308-9a5c-88e2ec2fa8e9 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.486624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.486624Z digest=sha256:a2ae056aac7b0dd21c415ef52f0d8bb12d1f457b9a59b4905d14864ccf8bc824

Observation 98872804-1fec-40e6-a89e-724d582e3681 · outbound

This paper cites "I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset.

Adultification Bias in LLMs and Text-to-Image Models "I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.489672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.489672Z digest=sha256:d6b839248743315c28504b52959eedd2c99e592abbb2ca54199f7780fb3c7c16

Observation 9f424bf2-9db8-4017-9798-25786cce1d5e · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.726563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.477266Z digest=sha256:c72cbb4db445a0996d0dd38d816b14556dca14db07210cefbe9a0cfd8473d8db

Observation 6b73655b-e1f1-4c51-ba01-d8bd6a83d6a2 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.495790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.495790Z digest=sha256:c3b2b78205ff7a8c10a7db46b09478ec3e3380d7fc7f1868b5e1fc77e05c8bd7

Observation d2cddb9d-591c-4afa-b966-d07168e1284e · outbound

This paper cites Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models.

Adultification Bias in LLMs and Text-to-Image Models Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.483268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.483268Z digest=sha256:9e2c400cc7ea14af20c8fe6d736f3a472284875495f9482ae8ff05273194ff27

Observation 0bbe292c-a4a6-4920-a85a-04d038c6a6d1 · outbound

This paper cites Feder Cooper, An- gelina Wang, Solon Barocas, Alexandra Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, P.

Adultification Bias in LLMs and Text-to-Image Models Feder Cooper, An- gelina Wang, Solon Barocas, Alexandra Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, P

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:42:54.698196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.501508Z digest=sha256:61819266b9d0f6f954a56dde6ce2d5ef820b7d0f1526742e616d097c3eccf21f

Observation a579ad26-13ba-4d8d-a078-2235baabcb9f · outbound

This paper cites The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects.

Adultification Bias in LLMs and Text-to-Image Models The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.508141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.508141Z digest=sha256:b40f990557ab1103fe52eb916a25824af99585d69e5e823466a393516b7c5002

Observation 2fdce9af-2426-43da-85f1-e19aaca73066 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.707957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.492962Z digest=sha256:58b11967fbc34c1f6170b9fc14d5233625c87b2d7ae2ba56bf5708a3f77a3c0f

Observation be02c29c-28a5-43cf-a18e-8724e248a19b · outbound

This paper cites Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation.

Adultification Bias in LLMs and Text-to-Image Models Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.515298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.515298Z digest=sha256:53bbf329a5b338246b610c6d1f51efe9528a9c50aed7fae694bf02b92ebe81e9

Observation 509036eb-e539-4608-8461-6f4ac2de1524 · outbound

This paper cites Tate, Jacob Steiss, Drew Bailey, Steve Graham, Youngsun Moon, Daniel Ritchie, Waverly Tseng, and Mark Warschauer.

Adultification Bias in LLMs and Text-to-Image Models Tate, Jacob Steiss, Drew Bailey, Steve Graham, Youngsun Moon, Daniel Ritchie, Waverly Tseng, and Mark Warschauer

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.498628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.498628Z digest=sha256:d490f5acdee534eb6b7e5e3bc56a8dfbb8b26a1a4bdba312de4f2e6757382c11

Observation ec8283f8-aca9-4cc8-9f3f-545e2a45c047 · outbound

This paper cites Dickerson.

Adultification Bias in LLMs and Text-to-Image Models Dickerson

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.521459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.521459Z digest=sha256:807d5188683367af47acd0d3514f4206763b5f8e60926f1016d407779d0ae7b6

Observation d9a316a6-17c7-4f4c-8413-eac0b080776c · outbound

This paper cites Evaluating Generative AI Systems is a Social Science Measurement Challenge.

Adultification Bias in LLMs and Text-to-Image Models Evaluating Generative AI Systems is a Social Science Measurement Challenge

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.504979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.504979Z digest=sha256:ce1a74b61f25e0bd6b3482337fa831a383257dcfa6f84dd573837c240270270f

Observation 7099fe9d-1858-4146-9fba-0c2518c19806 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.530467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.530467Z digest=sha256:2b451e2fe301e01ae46aaf7246d5ceb9872eef6b9060e95e223762674cf71f33

Observation eece6244-ae48-4d2a-951c-d3b60a4d2012 · outbound

This paper cites Kelly is a Warm Person, Joseph is a Role Model.

Adultification Bias in LLMs and Text-to-Image Models Kelly is a Warm Person, Joseph is a Role Model

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.512086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.512086Z digest=sha256:0b9617d52b830ea529c15db409bef6d592a5d8986a011df1a8444e7390c2a930

Observation 00bf41d9-f51f-42f5-b628-c437707f753c · outbound

This paper cites Toward an Evaluation Science for Generative AI Systems.

Adultification Bias in LLMs and Text-to-Image Models Toward an Evaluation Science for Generative AI Systems

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.536534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.536534Z digest=sha256:867aaf19fc50dd6fed0a6235acf2af8d565cb6494ce8bc90e6b460271240aed9

Observation 0f678e3a-0106-4a57-ba18-a8059e6b3301 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 86

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.615232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.518413Z digest=sha256:5d37f8f42ab7908460fd207803fb2e9da08023236adb6f56163093bc2a4f3677

Observation d94e95e9-900d-42cb-ae79-d0e43f1e3037 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.543058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.543058Z digest=sha256:a8ff9fc02ea44e2e9082579f1edb476076774bd2d10bb1baebc53efd69b726b1

Observation d31ffee5-03cf-4adf-8442-f8af7024e67e · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.688808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.524324Z digest=sha256:17d01d9ee4530f361dbdde5bb2e75864f7a559b89eec1e7ee0fb428f45320b71

Observation 452e0a51-5db8-4176-9e6e-867ba22021e4 · outbound

This paper cites T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation.

Adultification Bias in LLMs and Text-to-Image Models T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.527212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.527212Z digest=sha256:972b6f7fc2534e7a827dfee3f65bf5445440b8e316b8a355a4540a80e0d9609c

Observation b95309f4-1aa3-411c-8a05-5c73d32cf795 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.662681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.551336Z digest=sha256:b3617a6dc58ea1b44cb991fc4ddeb0ce0b8370cc2b42b47d819cb75e6fabd15c

Observation 941fb52d-8a1f-4eaa-84f8-83607bcc2ade · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.671824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.533420Z digest=sha256:3351b86d9fbf89ff48c002424d64db8cfc5a7dcc5af6fbc9591e8a480cea258c

Observation 84e845d7-1d34-406d-a45a-67dd89137c46 · outbound

This paper cites What is adultification bias?.

Adultification Bias in LLMs and Text-to-Image Models What is adultification bias?

Reference 92

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:42:54.633179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.560058Z digest=sha256:00a9b79be93688629167cf121a16d080bd80a53a615a5ce11062273670c6e4bc

Observation 3bc631a8-e406-48f5-8a2e-e8042cb26673 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 93

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.598029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.539850Z digest=sha256:f6471721113d015632235a264da6261b40d1d81a97dc6e30dc1826ede3592a5d

Observation f1fb15ce-1e66-442c-bd5a-4bc2bb1195ca · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.548724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.548724Z digest=sha256:91bfb54cbac4720e1d5b9e53a4c1a81c9b5758be859f519f576fb4b64c7161ec

Observation 17fc23fb-410c-40cc-896a-f468ec698c03 · outbound

This paper cites https://openreview.net/forum?id=YfKNaRktan.

Adultification Bias in LLMs and Text-to-Image Models https://openreview.net/forum?id=YfKNaRktan

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:42:54.653013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.554490Z digest=sha256:3e4d7e33ed7f536d19e7f35d727415cbfa17edd8bfd8abac6b44ae8fd45767a9

Observation 2f8a1fb7-6047-4f62-bf1c-b18be02efae3 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.642823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T05:42:53.557357Z digest=sha256:acb5b8e070f59cc5e266e5af0c587e6686a8aaed3feba49e03a5433a83f5a5f3

Observation 05b8ee3f-31ac-41c3-b809-0af20ab1618a · outbound

This paper cites Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models.

Adultification Bias in LLMs and Text-to-Image Models Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.323653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.323653Z digest=sha256:5878ba1b60cafb6cc264d5bbac6bac2b3bcc56f93951dc44c5142c94a7111c52

Observation 39d77496-2698-46b9-8a44-8973138a948f · outbound

This paper cites Nature 633, 8028 (Sept.

Adultification Bias in LLMs and Text-to-Image Models Nature 633, 8028 (Sept

Reference 2024

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:42:53.390659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.390659Z digest=sha256:11affcc317dc176be8e0f9b25c1af06c1cc3aed859f6bf1382cf3e8b9d824743

Observation 5951dc78-ad94-4c4e-99c1-406dd90e68a0 · outbound

This paper cites Proceedings of the National Academy of Sciences 122, 8 (Feb.

Adultification Bias in LLMs and Text-to-Image Models Proceedings of the National Academy of Sciences 122, 8 (Feb

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.270604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.270604Z digest=sha256:905249bac48d544c6862ff125ea47edb03b850e4c4dcbc34e58af1c25178d626

Pith citing papers

No inbound Pith citation observations are available.