ハルシネーション (人工知能) (Japanese Wikipedia)

Analysis of information sources in references of the Wikipedia article "ハルシネーション (人工知能)" in Japanese language version.

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14doi.org

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14nih.gov

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11arxiv.org

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8worldcat.org

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6arstechnica.com

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4aclanthology.org

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4nytimes.com

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4x.com

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3cnbc.com

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3slate.com

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2wired.com

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2zdnet.com

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2theverge.com

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2nordot.app

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1psypost.org

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1deepmind.com

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1merriam-webster.com

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1acm.org

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1itmedia.co.jp

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1neuroinf.jp

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1beren.io

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1mit.edu

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1research.google

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1meta.com

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1forbes.com

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1theguardian.com

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1northeastern.edu

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1salon.com

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1mlr.press

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1berkeley.edu

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1npr.org

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1cbc.ca

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1discovermagazine.com

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1fastcompany.com

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1hbr.org

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1substack.com

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1reuters.com

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1cnn.com

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1uscourts.gov

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1asahi.com

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1ntv.co.jp

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1nature.com

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1harvard.edu

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1distill.pub

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1blog.google

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aclanthology.org

Joshua Maynez; Shashi Narayan; Bernd Bohnet; Ryan McDonald (2020). "On Faithfulness and Factuality in Abstractive Summarization". Proceedings of The 58th Annual Meeting of the Association for Computational Linguistics (ACL) (2020). arXiv:2005.00661. 2023年9月26日閲覧。
Ji, Ziwei; Yu, Tiezheng; Xu, Yan; lee, Nayeon (2023). Towards Mitigating Hallucination in Large Language Models via Self-Reflection. EMNLP Findings.
Nie, Feng; Yao, Jin-Ge; Wang, Jinpeng; Pan, Rong; Lin, Chin-Yew (July 2019). “A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation”. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (Association for Computational Linguistics): 2673–2679. doi:10.18653/v1/P19-1256. https://aclanthology.org/P19-1256.pdf 15 January 2023閲覧。.
Dziri, Nouha; Milton, Sivan; Yu, Mo; Zaiane, Osmar; Reddy, Siva (July 2022). “On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?”. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics. pp. 5271–5285. doi:10.18653/v1/2022.naacl-main.387 15 January 2023閲覧。

acm.org

dl.acm.org

Ji, Ziwei; Lee, Nayeon; Frieske, Rita; Yu, Tiezheng; Su, Dan; Xu, Yan; Ishii, Etsuko; Bang, Yejin et al. (November 2022). “Survey of Hallucination in Natural Language Generation” (pdf). ACM Computing Surveys (Association for Computing Machinery) 55 (12): 1–38. arXiv:2202.03629. doi:10.1145/3571730 15 January 2023閲覧。.

arstechnica.com

arxiv.org

Joshua Maynez; Shashi Narayan; Bernd Bohnet; Ryan McDonald (2020). "On Faithfulness and Factuality in Abstractive Summarization". Proceedings of The 58th Annual Meeting of the Association for Computational Linguistics (ACL) (2020). arXiv:2005.00661. 2023年9月26日閲覧。
Ji, Ziwei; Lee, Nayeon; Frieske, Rita; Yu, Tiezheng; Su, Dan; Xu, Yan; Ishii, Etsuko; Bang, Yejin et al. (November 2022). “Survey of Hallucination in Natural Language Generation” (pdf). ACM Computing Surveys (Association for Computing Machinery) 55 (12): 1–38. arXiv:2202.03629. doi:10.1145/3571730 15 January 2023閲覧。.
de Wynter, Adrian; Wang, Xun; Sokolov, Alex; Gu, Qilong; Chen, Si-Qing (2023-07-13). “An evaluation on large language model outputs: Discourse and memorization”. Natural Language Processing Journal 4. arXiv:2304.08637. doi:10.1016/j.nlp.2023.100024. ISSN 2949-7191.
“AI Hallucinations: A Misnomer Worth Clarifying”. arxiv.org. 2024年4月2日閲覧。
Zhuo, Terry Yue; Huang, Yujin; Chen, Chunyang; Xing, Zhenchang (2023). "Exploring AI Ethics of ChatGPT: A Diagnostic Analysis". arXiv:2301.12867 [cs.CL]。
Zhuo, Terry Yue; Huang, Yujin. "Exploring AI Ethics of ChatGPT: A Diagnostic Analysis". arXiv:2301.12867 [cs.CL]。
Tonmoy, S. M. Towhidul Islam; Zaman, S. M. Mehedi; Jain, Vinija; Rani, Anku; Rawte, Vipula; Chadha, Aman; Das, Amitava (2024-01-08), A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models, arXiv:2401.01313
OpenAI (2023). "GPT-4 Technical Report". arXiv:2303.08774 [cs.CL]。
OpenAI. "GPT-4 Technical Report". arXiv:2303.08774 [cs.CL]。 p.46
Zhang, Chenshuang; Zhang, Chaoning; Zheng, Sheng; Zhang, Mengchun; Qamar, Maryam; Bae, Sung-Ho; Kweon, In So (2023-04-02), A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI, doi:10.48550/arXiv.2303.13336, https://arxiv.org/abs/2303.13336 2024年8月15日閲覧。
Ji, Ziwei; Jain, Sanjay; Kankanhalli, Mohan (2024). "Hallucination is Inevitable: An Innate Limitation of Large Language Models". arXiv:2401.11817 [cs.CL]。

asahi.com

“れいわ、偽サイトに注意呼びかけ俳優3人が「応援メッセージ」?”. 朝日新聞 (2023年11月10日). 2023年11月12日閲覧。

beren.io

Millidge. “LLMs confabulate not hallucinate” (英語). www.beren.io. 2023年4月16日閲覧。

berkeley.edu

cmr.berkeley.edu

Mukherjee, Anirban; Chang, Hannah H. (2023). “Managing the Creative Frontier of Generative AI: The Novelty-Usefulness Tradeoff”. California Management Review.

blog.google

“Gemini image generation got it wrong. We'll do better.” (英語). Google (23 February 2024). 14 August 2024閲覧。

cbc.ca

Huizinga, Raechel (2022年12月30日). “We asked an AI questions about New Brunswick. Some of the answers may surprise you”. CBC.ca 30 December 2022閲覧。

cnbc.com

cnn.com

Maruf, Ramishah (27 May 2023). “Lawyer apologizes for fake court citations from ChatGPT” (英語). CNN Business

deepmind.com

“Shaking the foundations: delusions in sequence models for interaction and control”. www.deepmind.com (22 December 2023). 2024年12月10日閲覧。

discovermagazine.com

Zastrow, Mark (2022年12月30日). “We Asked ChatGPT Your Questions About Astronomy. It Didn't Go so Well.” (英語). Discover (Kalmbach Publishing Co.) 31 December 2022閲覧。

distill.pub

Gilmer, Justin; Hendrycks, Dan (2019-08-06). “A Discussion of 'Adversarial Examples Are Not Bugs, They Are Features': Adversarial Example Researchers Need to Expand What is Meant by 'Robustness'”. Distill 4 (8). doi:10.23915/distill.00019.1 2023年1月24日閲覧。.

doi.org

Hicks, Michael Townsen; Humphries, James; Slater, Joe (2024-06-08). “ChatGPT is bullshit” (英語). Ethics and Information Technology 26 (2): 38. doi:10.1007/s10676-024-09775-5. ISSN 1572-8439.
Ji, Ziwei; Lee, Nayeon; Frieske, Rita; Yu, Tiezheng; Su, Dan; Xu, Yan; Ishii, Etsuko; Bang, Yejin et al. (November 2022). “Survey of Hallucination in Natural Language Generation” (pdf). ACM Computing Surveys (Association for Computing Machinery) 55 (12): 1–38. arXiv:2202.03629. doi:10.1145/3571730 15 January 2023閲覧。.
de Wynter, Adrian; Wang, Xun; Sokolov, Alex; Gu, Qilong; Chen, Si-Qing (2023-07-13). “An evaluation on large language model outputs: Discourse and memorization”. Natural Language Processing Journal 4. arXiv:2304.08637. doi:10.1016/j.nlp.2023.100024. ISSN 2949-7191.
Amabile, Teresa M.; Pratt, Michael G. (2016). “The dynamic componential model of creativity and innovation in organizations: Making progress, making meaning”. Research in Organizational Behavior 36: 157–183. doi:10.1016/j.riob.2016.10.001.
Athaluri, Sai Anirudh; Manthena, Sandeep Varma; Kesapragada, V S R Krishna Manoj; Yarlagadda, Vineel; Dave, Tirth; Duddumpudi, Rama Tulasi Siri (2023-04-11). “Exploring the Boundaries of Reality: Investigating the Phenomenon of Artificial Intelligence Hallucination in Scientific Writing Through ChatGPT References” (英語). Cureus 15 (4): e37432. doi:10.7759/cureus.37432. ISSN 2168-8184. PMC 10173677. PMID 37182055.
Goddard, Jerome (2023-06-25). “Hallucinations in ChatGPT: A Cautionary Tale for Biomedical Researchers”. The American Journal of Medicine 136 (11): 1059–1060. doi:10.1016/j.amjmed.2023.06.012. ISSN 0002-9343. PMID 37369274.
Bhattacharyya, Mehul; Miller, Valerie M.; Bhattacharyya, Debjani; Miller, Larry E.; Bhattacharyya, Mehul; Miller, Valerie; Bhattacharyya, Debjani; Miller, Larry E. (2023-05-19). “High Rates of Fabricated and Inaccurate References in ChatGPT-Generated Medical Content” (英語). Cureus 15 (5): e39238. doi:10.7759/cureus.39238. ISSN 2168-8184. PMC 10277170. PMID 37337480.
Else, Holly (2023-01-12). “Abstracts written by ChatGPT fool scientists” (英語). Nature 613 (7944): 423. Bibcode: 2023Natur.613..423E. doi:10.1038/d41586-023-00056-7. PMID 36635510.
Gao, Catherine A.; Howard, Frederick M.; Markov, Nikolay S.; Dyer, Emma C.; Ramesh, Siddhi; Luo, Yuan; Pearson, Alexander T. (2023-04-26). “Comparing scientific abstracts generated by ChatGPT to real abstracts with detectors and blinded human reviewers” (英語). npj Digital Medicine 6 (1): 75. doi:10.1038/s41746-023-00819-6. ISSN 2398-6352. PMC 10133283. PMID 37100871.
Emsley, Robin (2023-08-19). “ChatGPT: these are not hallucinations – they're fabrications and falsifications” (英語). Schizophrenia 9 (1): 52. doi:10.1038/s41537-023-00379-4. ISSN 2754-6993. PMC 10439949. PMID 37598184.
Gilmer, Justin; Hendrycks, Dan (2019-08-06). “A Discussion of 'Adversarial Examples Are Not Bugs, They Are Features': Adversarial Example Researchers Need to Expand What is Meant by 'Robustness'”. Distill 4 (8). doi:10.23915/distill.00019.1 2023年1月24日閲覧。.
Zhang, Chenshuang; Zhang, Chaoning; Zheng, Sheng; Zhang, Mengchun; Qamar, Maryam; Bae, Sung-Ho; Kweon, In So (2023-04-02), A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI, doi:10.48550/arXiv.2303.13336, https://arxiv.org/abs/2303.13336 2024年8月15日閲覧。
Nie, Feng; Yao, Jin-Ge; Wang, Jinpeng; Pan, Rong; Lin, Chin-Yew (July 2019). “A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation”. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (Association for Computational Linguistics): 2673–2679. doi:10.18653/v1/P19-1256. https://aclanthology.org/P19-1256.pdf 15 January 2023閲覧。.
Dziri, Nouha; Milton, Sivan; Yu, Mo; Zaiane, Osmar; Reddy, Siva (July 2022). “On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?”. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics. pp. 5271–5285. doi:10.18653/v1/2022.naacl-main.387 15 January 2023閲覧。

fastcompany.com

Lin, Connie (5 December 2022). “How to easily trick OpenAI's genius new ChatGPT”. Fast Company 6 January 2023閲覧。

forbes.com

Eliot. “AI Ethics Lucidly Questioning This Whole Hallucinating AI Popularized Trend That Has Got To Stop” (英語). Forbes. 2023年3月6日閲覧。

harvard.edu

ui.adsabs.harvard.edu

Else, Holly (2023-01-12). “Abstracts written by ChatGPT fool scientists” (英語). Nature 613 (7944): 423. Bibcode: 2023Natur.613..423E. doi:10.1038/d41586-023-00056-7. PMID 36635510.

hbr.org

Mollick, Ethan (14 December 2022). “ChatGPT Is a Tipping Point for AI”. Harvard Business Review 29 December 2022閲覧。

itmedia.co.jp

atmarkit.itmedia.co.jp

“ハルシネーション（Hallucination）とは？”. @IT (2023年11月6日). 2023年12月6日閲覧。

merriam-webster.com

“Definition of HALLUCINATION” (英語). www.merriam-webster.com (2023年10月21日). 2023年10月29日閲覧。

meta.com

ai.meta.com

“Blender Bot 2.0: An open source chatbot that builds long-term memory and searches the internet” (英語). ai.meta.com. 2024年3月2日閲覧。

mit.edu

people.csail.mit.edu

“Face Hallucination”. people.csail.mit.edu. 2024年4月2日閲覧。

mlr.press

proceedings.mlr.press

Hanneke, Steve; Kalai, Adam Tauman; Kamath, Gautam; Tzamos, Christos (2018). Actively Avoiding Nonsense in Generative Models. Vol. 75. Proceedings of Machine Learning Research (PMLR). pp. 209–227.

nature.com

Else, Holly (2023-01-12). “Abstracts written by ChatGPT fool scientists” (英語). Nature 613 (7944): 423. Bibcode: 2023Natur.613..423E. doi:10.1038/d41586-023-00056-7. PMID 36635510.

neuroinf.jp

bsd.neuroinf.jp

福田正人. “幻覚”. 脳科学辞典. 2023年4月24日閲覧。

nih.gov

nordot.app

“れいわ、虚偽サイト注意呼びかけ芸能人応援「事実なし」”. 共同通信 (2023年11月10日). 2023年11月12日閲覧。
“サイト運営者「AIに書かせた」れいわ新選組の虚偽応援”. 共同通信 (2023年11月10日). 2023年11月12日閲覧。

northeastern.edu

news.northeastern.edu

Stening, Tanner (2023年11月10日). “What are AI chatbots actually doing when they 'hallucinate'? Here's why experts don't like the term” (英語). Northeastern Global News. 2024年6月14日閲覧。

npr.org

Bowman, Emma (19 December 2022). “A new AI chatbot might do your homework for you. But it's still not an A+ student” (英語). NPR 29 December 2022閲覧。

ntv.co.jp

news.ntv.co.jp

日本テレビ (2023年11月10日). “○○さんらの“偽コメント”ブログ作成者が日テレの取材に回答（一部伏せ字）”. 日テレNEWS NNN. 2023年11月12日閲覧。

nytimes.com

psypost.org

Dolan, Eric W. (2024年6月9日). “Scholars: AI isn't "hallucinating" -- it's bullshitting” (英語). PsyPost - Psychology News. 2024年6月11日閲覧。

research.google

“Hallucinations in Neural Machine Translation”. research.google. 2024年4月2日閲覧。

reuters.com

“Google cautions against 'hallucinating' chatbots, report says” (英語). Reuters. (11 February 2023) 16 February 2023閲覧。

salon.com

“An AI that can "write" is feeding delusions about how smart artificial intelligence really is” (英語). Salon. (2 January 2023) 11 June 2023閲覧。

slate.com

substack.com

garymarcus.substack.com

Marcus (2 December 2022). “How come GPT can seem so brilliant one minute and so breathtakingly dumb the next?” (英語). The Road to AI We Can Trust. Substack. 29 December 2022閲覧。

theguardian.com

Creamer, Ella (2023年11月15日). “'Hallucinate' chosen as Cambridge dictionary's word of the year”. The Guardian. 2024年6月7日閲覧。

theverge.com

uscourts.gov

txnd.uscourts.gov

“Judge Brantley Starr”. Northern District of Texas | United States District Court. 26 June 2023閲覧。

wired.com

worldcat.org

search.worldcat.org

Hicks, Michael Townsen; Humphries, James; Slater, Joe (2024-06-08). “ChatGPT is bullshit” (英語). Ethics and Information Technology 26 (2): 38. doi:10.1007/s10676-024-09775-5. ISSN 1572-8439.
de Wynter, Adrian; Wang, Xun; Sokolov, Alex; Gu, Qilong; Chen, Si-Qing (2023-07-13). “An evaluation on large language model outputs: Discourse and memorization”. Natural Language Processing Journal 4. arXiv:2304.08637. doi:10.1016/j.nlp.2023.100024. ISSN 2949-7191.
Weise, Karen; Metz, Cade (2023-05-01). “When A.I. Chatbots Hallucinate” (英語). The New York Times. ISSN 0362-4331 2023年5月8日閲覧。.
Athaluri, Sai Anirudh; Manthena, Sandeep Varma; Kesapragada, V S R Krishna Manoj; Yarlagadda, Vineel; Dave, Tirth; Duddumpudi, Rama Tulasi Siri (2023-04-11). “Exploring the Boundaries of Reality: Investigating the Phenomenon of Artificial Intelligence Hallucination in Scientific Writing Through ChatGPT References” (英語). Cureus 15 (4): e37432. doi:10.7759/cureus.37432. ISSN 2168-8184. PMC 10173677. PMID 37182055.
Goddard, Jerome (2023-06-25). “Hallucinations in ChatGPT: A Cautionary Tale for Biomedical Researchers”. The American Journal of Medicine 136 (11): 1059–1060. doi:10.1016/j.amjmed.2023.06.012. ISSN 0002-9343. PMID 37369274.
Bhattacharyya, Mehul; Miller, Valerie M.; Bhattacharyya, Debjani; Miller, Larry E.; Bhattacharyya, Mehul; Miller, Valerie; Bhattacharyya, Debjani; Miller, Larry E. (2023-05-19). “High Rates of Fabricated and Inaccurate References in ChatGPT-Generated Medical Content” (英語). Cureus 15 (5): e39238. doi:10.7759/cureus.39238. ISSN 2168-8184. PMC 10277170. PMID 37337480.
Gao, Catherine A.; Howard, Frederick M.; Markov, Nikolay S.; Dyer, Emma C.; Ramesh, Siddhi; Luo, Yuan; Pearson, Alexander T. (2023-04-26). “Comparing scientific abstracts generated by ChatGPT to real abstracts with detectors and blinded human reviewers” (英語). npj Digital Medicine 6 (1): 75. doi:10.1038/s41746-023-00819-6. ISSN 2398-6352. PMC 10133283. PMID 37100871.
Emsley, Robin (2023-08-19). “ChatGPT: these are not hallucinations – they're fabrications and falsifications” (英語). Schizophrenia 9 (1): 52. doi:10.1038/s41537-023-00379-4. ISSN 2754-6993. PMC 10439949. PMID 37598184.

x.com

Michael Black [@Michael_J_Black] (2022年11月17日). "I asked #Galactica about some things I know about and I'm troubled. In all cases, it was wrong or biased but sounded right and authoritative". X（旧Twitter）より2022年12月30日閲覧。
Michael Nielsen [@michael_nielsen] (2022年12月1日). "OpenAI's new chatbot is amazing. It hallucinates some very interesting things". X（旧Twitter）より2022年12月29日閲覧。
Ethan Mollick [@emollick] (2022年12月2日). "One of the big subtle problems in the new "creative AIs" is that they can seem completely certain, and getting them to switch from sane to hallucinatory is a difference of a couple words". X（旧Twitter）より2022年12月29日閲覧。
“Google Gemini is a nice image of one of the dangers of AI as we give it more power. Ideology is so thickly overlaid that it skews everything, then doubles down. First image looks about right, but scroll down.”. Twitter. 14 August 2024閲覧。

ハルシネーション (人工知能) (Japanese Wikipedia)

aclanthology.org

acm.org

dl.acm.org

arstechnica.com

arxiv.org

asahi.com

beren.io

berkeley.edu

cmr.berkeley.edu

blog.google

cbc.ca

cnbc.com

cnn.com

deepmind.com

discovermagazine.com

distill.pub

doi.org

fastcompany.com

forbes.com

harvard.edu

ui.adsabs.harvard.edu

hbr.org

itmedia.co.jp

atmarkit.itmedia.co.jp

merriam-webster.com

meta.com

ai.meta.com

mit.edu

people.csail.mit.edu

mlr.press

proceedings.mlr.press

nature.com

neuroinf.jp

bsd.neuroinf.jp

nih.gov

pubmed.ncbi.nlm.nih.gov

ncbi.nlm.nih.gov

pmc.ncbi.nlm.nih.gov

nordot.app

northeastern.edu

news.northeastern.edu

npr.org

ntv.co.jp

news.ntv.co.jp

nytimes.com

psypost.org

research.google

reuters.com

salon.com

slate.com

substack.com

garymarcus.substack.com

theguardian.com

theverge.com

uscourts.gov

txnd.uscourts.gov

wired.com

worldcat.org

search.worldcat.org

x.com

zdnet.com