Uncovering Theological and Ethical Biases in LLMs: An Integrated Hermeneutical Approach Employing Texts from the Hebrew Bible
This paper explores theological and ethical biases in LLMs through a novel approach involving creative text generation tasks based on biblical texts, specifically the Ten Commandments and the Book of Jonah. Utilizing models such as GPT-4 Turbo, Claude v2, PaLM 2 Chat, Llama 2 70B, and Zephyr 7B, the...
| Autore principale: | |
|---|---|
| Tipo di documento: | Elettronico Articolo |
| Lingua: | Inglese |
| Verificare la disponibilità: | HBZ Gateway |
| Interlibrary Loan: | Interlibrary Loan for the Fachinformationsdienste (Specialized Information Services in Germany) |
| Pubblicazione: |
2024
|
| In: |
HIPHIL Novum
Anno: 2024, Volume: 9, Fascicolo: 1, Pagine: 2-45 |
| Altre parole chiave: | B
Hebrew Bible
B Ethical Biases in LLMs B Artificial Intelligence B Theological Biases in LLMs B Hermeneutical Approaches in AI B Computational Theology |
| Accesso online: |
Volltext (kostenfrei) Volltext (kostenfrei) |
MARC
| LEADER | 00000naa a22000002c 4500 | ||
|---|---|---|---|
| 001 | 196691217X | ||
| 003 | DE-627 | ||
| 005 | 20260321055608.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 260321s2024 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.7146/hn.v9i1.143407 |2 doi | |
| 035 | |a (DE-627)196691217X | ||
| 035 | |a (DE-599)KXP196691217X | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 1 |2 ssgn | ||
| 100 | 1 | |a Elrod, A. G. |e VerfasserIn |4 aut | |
| 245 | 1 | 0 | |a Uncovering Theological and Ethical Biases in LLMs: An Integrated Hermeneutical Approach Employing Texts from the Hebrew Bible |
| 264 | 1 | |c 2024 | |
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 520 | |a This paper explores theological and ethical biases in LLMs through a novel approach involving creative text generation tasks based on biblical texts, specifically the Ten Commandments and the Book of Jonah. Utilizing models such as GPT-4 Turbo, Claude v2, PaLM 2 Chat, Llama 2 70B, and Zephyr 7B, the study employs a combination of qualitative hermeneutical analysis and quantitative textual analysis. Findings reveal a prevalent progressive bias in these models, evident in their interpretations of foundational ethical guidelines and narrative texts. This bias aligns with contemporary socio-political and environmental concerns, especially in themes of environmental ethics, social justice, and inclusivity. In the narrative task involving the Book of Jonah, a dominant interpretive trend is observed, reflecting the models' tendency to mirror historical and prevailing interpretations. This study highlights the need for multidisciplinary research into LLMs' biases, particularly their impact on religious and ethical narrative interpretation and broader societal implications. | ||
| 601 | |a Theologe | ||
| 601 | |a Hermeneutik | ||
| 650 | 4 | |a Theological Biases in LLMs | |
| 650 | 4 | |a Hebrew Bible | |
| 650 | 4 | |a Computational Theology | |
| 650 | 4 | |a Hermeneutical Approaches in AI | |
| 650 | 4 | |a Ethical Biases in LLMs | |
| 650 | 4 | |a Artificial Intelligence | |
| 773 | 0 | 8 | |i Enthalten in |t HIPHIL Novum |d Altanta, GA : Society of Biblical Literature, 2014 |g 9(2024), 1, Seite 2-45 |h Online-Ressource |w (DE-627)786674512 |w (DE-600)2772006-8 |w (DE-576)407314458 |x 1603-6565 |7 nnas |
| 773 | 1 | 8 | |g volume:9 |g year:2024 |g number:1 |g pages:2-45 |
| 856 | |u https://tidsskrift.dk/hiphilnovum/article/download/143407/187035 |x unpaywall |z Vermutlich kostenfreier Zugang |h publisher [open (via page says license)] | ||
| 856 | 4 | 0 | |u https://doi.org/10.7146/hn.v9i1.143407 |x Resolving-System |z kostenfrei |3 Volltext |7 0 |
| 856 | 4 | 0 | |u https://tidsskrift.dk/hiphilnovum/article/view/143407 |x Verlag |z kostenfrei |3 Volltext |7 0 |
| 912 | |a NOMM | ||
| 935 | |a mteo |a BIIN | ||
| 951 | |a AR | ||
| BIB | |a 1 | ||
| ELC | |a 1 | ||
| LOK | |0 000 xxxxxcx a22 zn 4500 | ||
| LOK | |0 001 4940410471 | ||
| LOK | |0 003 DE-627 | ||
| LOK | |0 004 196691217X | ||
| LOK | |0 005 20260321055608 | ||
| LOK | |0 008 260321||||||||||||||||ger||||||| | ||
| LOK | |0 035 |a (DE-Tue135)IxTheo#2025-10-20#58CCBB660D5645E4A297A60DC76F777F647F0759 | ||
| LOK | |0 040 |a DE-Tue135 |c DE-627 |d DE-Tue135 | ||
| LOK | |0 092 |o n | ||
| LOK | |0 852 |a DE-Tue135 | ||
| LOK | |0 852 1 |9 00 | ||
| LOK | |0 935 |a ixrk |a ixzs |a zota | ||
| LOK | |0 939 |a 2026-03-21 |b l01 | ||
| OAS | |a 1 | ||
| ORI | |a TA-MARC-ixtheoa001.raw | ||
| SUB | |a BIB | ||
