We Don’t Need No Education? - Teaching Rules to Large Language Models through Hybrid Speech Governance
Artificial Intelligence doesn't know what's 'true'. Especially, generative AI models like chatbots veer from the truth, i.e. “hallucinate”, quite regularly. Chatbots simply invent information at least 3 percent of the time and sometimes as high as 27 percent. Given the (future) u...
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| Format: | Article |
| Language: | deu |
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Max Steinbeis Verfassungsblog GmbH
2023-11-01
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| Series: | Verfassungsblog |
| Subjects: | |
| Online Access: | https://verfassungsblog.de/we-dont-need-no-education/ |
| _version_ | 1811153856181043200 |
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| author | Wolfgang Schulz Christian Ollig |
| author_facet | Wolfgang Schulz Christian Ollig |
| author_sort | Wolfgang Schulz |
| collection | DOAJ |
| description | Artificial Intelligence doesn't know what's 'true'. Especially, generative AI models like chatbots veer from the truth, i.e. “hallucinate”, quite regularly. Chatbots simply invent information at least 3 percent of the time and sometimes as high as 27 percent. Given the (future) use of such systems in nearly all domains, we might want such systems to follow more stringent rules of accuracy. And those truth-related rules are not the only rules for AI systems that warrant societal scrutiny. How those systems are trained will be crucial. In this blog post, we argue that a new perspective is key to tackle this challenge: “Hybrid Speech Governance”. |
| first_indexed | 2024-03-11T11:38:58Z |
| format | Article |
| id | doaj.art-c4ba8bc15b7f44798ed258e6a9a69821 |
| institution | Directory Open Access Journal |
| issn | 2366-7044 |
| language | deu |
| last_indexed | 2024-03-11T11:38:58Z |
| publishDate | 2023-11-01 |
| publisher | Max Steinbeis Verfassungsblog GmbH |
| record_format | Article |
| series | Verfassungsblog |
| spelling | doaj.art-c4ba8bc15b7f44798ed258e6a9a698212023-11-10T11:44:49ZdeuMax Steinbeis Verfassungsblog GmbHVerfassungsblog2366-70442023-11-012366-704410.59704/2a94578e42e943d2We Don’t Need No Education? - Teaching Rules to Large Language Models through Hybrid Speech GovernanceWolfgang SchulzChristian OlligArtificial Intelligence doesn't know what's 'true'. Especially, generative AI models like chatbots veer from the truth, i.e. “hallucinate”, quite regularly. Chatbots simply invent information at least 3 percent of the time and sometimes as high as 27 percent. Given the (future) use of such systems in nearly all domains, we might want such systems to follow more stringent rules of accuracy. And those truth-related rules are not the only rules for AI systems that warrant societal scrutiny. How those systems are trained will be crucial. In this blog post, we argue that a new perspective is key to tackle this challenge: “Hybrid Speech Governance”.https://verfassungsblog.de/we-dont-need-no-education/AIADSAgenerative AIlarge generative ai modelsllmspeech governance |
| spellingShingle | Wolfgang Schulz Christian Ollig We Don’t Need No Education? - Teaching Rules to Large Language Models through Hybrid Speech Governance Verfassungsblog AIA DSA generative AI large generative ai models llm speech governance |
| title | We Don’t Need No Education? - Teaching Rules to Large Language Models through Hybrid Speech Governance |
| title_full | We Don’t Need No Education? - Teaching Rules to Large Language Models through Hybrid Speech Governance |
| title_fullStr | We Don’t Need No Education? - Teaching Rules to Large Language Models through Hybrid Speech Governance |
| title_full_unstemmed | We Don’t Need No Education? - Teaching Rules to Large Language Models through Hybrid Speech Governance |
| title_short | We Don’t Need No Education? - Teaching Rules to Large Language Models through Hybrid Speech Governance |
| title_sort | we don t need no education teaching rules to large language models through hybrid speech governance |
| topic | AIA DSA generative AI large generative ai models llm speech governance |
| url | https://verfassungsblog.de/we-dont-need-no-education/ |
| work_keys_str_mv | AT wolfgangschulz wedontneednoeducationteachingrulestolargelanguagemodelsthroughhybridspeechgovernance AT christianollig wedontneednoeducationteachingrulestolargelanguagemodelsthroughhybridspeechgovernance |