Research graph
References from Persona-prompted LLM agents achieve modest but genuine prediction of human social media reactions. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1145/3586183.3606763
10.1145/3586183.3606763 · External reference
10.1038/s41586-025-09215-4
10.1038/s41586-025-09215-4 · 2025 · External reference
Unresolved reference
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Unresolved reference
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10.1126/science.adi1778
10.1126/science.adi1778 · 2023 · External reference
Unresolved reference
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10.1073/pnas.1218772110
10.1073/pnas.1218772110 · 2013 · External reference
10.1016/j.chbah.2024.100088
10.1016/j.chbah.2024.100088 · 2024 · External reference
10.18653/v1/2026.eacl-long.51
10.18653/v1/2026.eacl-long.51 · External reference
10.1017/pan.2023.2
10.1017/pan.2023.2 · 2023 · External reference
Unresolved reference
External reference
10.18653/v1/2024.acl-long.554
10.18653/v1/2024.acl-long.554 · External reference
10.18653/v1/2024.findings-acl.586
10.18653/v1/2024.findings-acl.586 · External reference
10.1016/j.tics.2023.04.008
10.1016/j.tics.2023.04.008 · 2023 · External reference
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Unresolved reference
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10.1016/j.tics.2024.01.011
10.1016/j.tics.2024.01.011 · 2024 · External reference
10.1073/pnas.2518443122
10.1073/pnas.2518443122 · 2025 · External reference
10.1038/s42256-025-01113-8
10.1038/s42256-025-01113-8 · 2025 · External reference
10.1073/pnas.2519941123
10.1073/pnas.2519941123 · 2026 · External reference
10.1038/s41586-025-09581-z
10.1038/s41586-025-09581-z · 2025 · External reference
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10.1007/s41111-025-00326-x
10.1007/s41111-025-00326-x · 2025 · External reference
10.1109/mcom.004.2400281
10.1109/mcom.004.2400281 · 2025 · External reference
10.1038/s41598-024-53124-x
10.1038/s41598-024-53124-x · 2024 · External reference
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10.1038/s42256-025-01115-6
10.1038/s42256-025-01115-6 · 2025 · External reference
10.1098/rsos.240180
10.1098/rsos.240180 · 2024 · External reference
10.1093/pnasnexus/pgae231
10.1093/pnasnexus/pgae231 · 2024 · External reference
Unresolved reference
External reference
10.1057/s41599-025-04912-x
10.1057/s41599-025-04912-x · 2025 · External reference
10.18653/v1/2023.emnlp-main.669
10.18653/v1/2023.emnlp-main.669 · External reference
10.1609/aaai.v39i2.32125
10.1609/aaai.v39i2.32125 · External reference
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10.1201/b17198
10.1201/b17198 · External reference
10.1037/xge0000014
10.1037/xge0000014 · 2014 · External reference
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10.18637/jss.v067.i01
10.18637/jss.v067.i01 · 2015 · External reference
10.18637/jss.v082.i13
10.18637/jss.v082.i13 · 2017 · External reference
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10.21105/joss.03139
10.21105/joss.03139 · External reference
10.2307/2529310
10.2307/2529310 · 1977 · External reference
10.1073/pnas.2538145123
10.1073/pnas.2538145123 · External reference
10.18653/v1/2026.wassa-1.16
10.18653/v1/2026.wassa-1.16 · External reference
10.1038/s41586-025-09422-z
10.1038/s41586-025-09422-z · 2025 · External reference
10.1038/s41562-024-02046-9
10.1038/s41562-024-02046-9 · 2025 · External reference
10.1038/s41562-025-02172-y
10.1038/s41562-025-02172-y · 2025 · External reference
10.1126/science.adz1697
10.1126/science.adz1697 · 2026 · External reference
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Unresolved reference
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Unresolved reference
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10.1038/s41586-023-06297-w
10.1038/s41586-023-06297-w · 2023 · External reference
10.1038/s41586-024-07421-0
10.1038/s41586-024-07421-0 · 2024 · External reference
Unresolved reference
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10.1038/s41586-023-06668-3
10.1038/s41586-023-06668-3 · 2023 · External reference
