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https://github.com/dair-ai/Prompt-Engineering-Guide
synced 2024-11-08 07:10:41 +00:00
fix trustLLM pages
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"applications": "Applications",
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"models": "Models",
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"risks": "Risks & Misuses",
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"research": "LLM Research Findings",
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"papers": "Papers",
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"tools": "Tools",
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"notebooks": "Notebooks",
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"applications": "Anwendungen",
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"models": "Modelle",
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"risks": "Risiken & Missbrauch",
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"research": "LLM Research Findings",
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"papers": "Papers",
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"tools": "Werkzeuge & Bibliotheken",
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"notebooks": "Notebooks",
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"applications": "Aplicaciones",
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"models": "Modelos",
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"risks": "Riesgos y Malos Usos",
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"research": "LLM Research Findings",
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"papers": "Papers",
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"tools": "Herramientas",
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"notebooks": "Notebooks",
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"applications": "Applications",
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"models": "Models",
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"risks": "Risks & Misuses",
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"research": "LLM Research Findings",
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"papers": "Papers",
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"tools": "Tools",
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"notebooks": "Notebooks",
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"applications": "Applications",
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"models": "Models",
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"risks": "Risques et Mésusages",
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"research": "LLM Research Findings",
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"papers": "Papers",
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"tools": "Outils",
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"notebooks": "Notebooks",
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"models": "Modelli",
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"risks": "Rischi & Abusi",
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"papers": "Articoli scientifici",
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"research": "LLM Research Findings",
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"tools": "Strumenti",
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"notebooks": "Notebook",
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"datasets": "Dataset",
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"applications": "Applications",
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"models": "Models",
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"risks": "Risks & Misuses",
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"research": "LLM Research Findings",
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"papers": "Papers",
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"tools": "Tools",
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"notebooks": "Notebooks",
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"applications": "Applications",
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"models": "Models",
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"risks": "Risks & Misuses",
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"research": "LLM Research Findings",
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"papers": "Papers",
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"tools": "Tools",
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"notebooks": "Notebooks",
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"applications": "Aplicações",
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"models": "Modelos",
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"risks": "Riscos e usos indevidos",
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"research": "LLM Research Findings",
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"papers": "Artigos",
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"tools": "Ferramentas",
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"notebooks": "Notebooks",
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"applications": "Применение",
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"models": "Модели",
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"risks": "Риски и неправильное использование",
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"research": "LLM Research Findings",
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"papers": "Статьи",
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"tools": "Инструменты",
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"notebooks": "Notebooks",
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"applications": "Uygulamalar",
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"models": "Modeller",
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"risks": "Riskler ve Kötüye Kullanımlar",
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"research": "LLM Research Findings",
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"papers": "Makaleler",
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"tools": "Araçlar",
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"notebooks": "Notlar",
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"applications": "提示应用",
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"models": "模型",
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"risks": "风险和误用",
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"research": "LLM Research Findings",
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"papers": "论文",
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"tools": "工具和库",
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"notebooks": "Prompt Engineering 笔记本",
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pages/research.ca.mdx
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pages/research.ca.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research.de.mdx
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pages/research.de.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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# LLM Research Findings
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import {Cards, Card} from 'nextra-theme-docs'
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import {FilesIcon} from 'components/icons'
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In this section, we regularly highlight miscellaneous and interesting research findings about how to better work with large language models (LLMs). It include new tips, insights and developments around important LLM research areas such as scaling, agents, efficiency, hallucination, architectures, prompt injection, and much more.
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LLM research and AI research in general is moving fast so we hope that this resource can help both researchers and developers stay ahead of important developments. We also welcome contributions to this section if you would like to highlight an exciting finding about your research or experiments.
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LLM research and AI research in general is moving fast so we hope that this resource can help both researchers and developers stay ahead of important developments. We also welcome contributions to this section if you would like to highlight an exciting finding about your research or experiments.
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## Sleeper Agents
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<Cards>
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<Card
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icon={<FilesIcon />}
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title="Trustworthiness in LLMs"
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href="/research/trustworthiness-in-llms"
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/>
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</Cards>
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This is just a random text.
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Date:
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Reference:
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## Tipping ChatGPT
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This is just a random text.
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Date:
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Reference:
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## Sleeper Agents
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This is just a random text.
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Date:
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Reference:
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pages/research.es.mdx
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pages/research.es.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research.fi.mdx
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pages/research.fi.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research.fr.mdx
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pages/research.fr.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research.it.mdx
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pages/research.it.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research.jp.mdx
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pages/research.jp.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research.kr.mdx
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pages/research.kr.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research.pt.mdx
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pages/research.pt.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research.ru.mdx
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pages/research.ru.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research.tr.mdx
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pages/research.tr.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research.zh.mdx
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pages/research.zh.mdx
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# LLM Research Findings
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/_meta.ca.json
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pages/research/_meta.ca.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.de.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.es.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.fi.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.fr.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.it.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.jp.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.kr.json
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pages/research/_meta.kr.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.pt.json
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pages/research/_meta.pt.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.ru.json
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pages/research/_meta.ru.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.tr.json
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pages/research/_meta.tr.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/_meta.zh.json
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pages/research/_meta.zh.json
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{
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"trustworthiness-in-llms": "Trustworthiness in LLMs"
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}
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pages/research/trustworthiness-in-llms.ca.mdx
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pages/research/trustworthiness-in-llms.ca.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/trustworthiness-in-llms.de.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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@ -8,7 +8,7 @@ import TRUSTLLM3 from '../../img/llms/truthfulness-leaderboard.png'
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Trustworthy LLMs are important to build applications in high-stake domains like health and finance. While LLMs like ChatGPT are very capable of producing human readable responses they don't guarantee trustworthy responses across dimensions like truthfulness, safety, and privacy, among others.
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[Sun et al., 2024](https://arxiv.org/abs/2401.05561) recently proposes a comprehensive study of trustworthiness in LLMs, discussing challenges, benchmarks, evaluation, analysis of approaches, and future directions.
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[Sun et al. (2024)](https://arxiv.org/abs/2401.05561) recently proposed a comprehensive study of trustworthiness in LLMs, discussing challenges, benchmarks, evaluation, analysis of approaches, and future directions.
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One of the greater challenges of taking current LLMs into production is trustworthiness. Their survey proposes a set of principles for trustworthy LLMs that span 8 dimensions, including a benchmark across 6 dimensions (truthfulness, safety, fairness, robustness, privacy, and machine ethics).
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pages/research/trustworthiness-in-llms.es.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/trustworthiness-in-llms.fi.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/trustworthiness-in-llms.fr.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/trustworthiness-in-llms.it.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/trustworthiness-in-llms.jp.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/trustworthiness-in-llms.kr.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/trustworthiness-in-llms.pt.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/trustworthiness-in-llms.ru.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/trustworthiness-in-llms.tr.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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pages/research/trustworthiness-in-llms.zh.mdx
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# Trustworthiness in LLMs
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This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
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