19 lines
2.1 KiB
Markdown
19 lines
2.1 KiB
Markdown
full-title:: [Token 1.21: Dark side of LLMs](https://omnivore.app/me/token-1-21-dark-side-of-ll-ms-18dcd9ea14a)
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site:: [omnivore.app](https://omnivore.app/no_url?q=23cb779f-9871-4682-a737-113bca808d2f)
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labels:: [[Newsletter]]
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date-saved:: [[21-02-2024]]
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date-archived:: [[04-03-2024]]
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is-archived:: 10
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source:: [[Omnivore]]
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state:: [[archived]]
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- ### Highlights
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- > Hugging Face has over 500k models available to fine-tune or use out of the box. [⤴️](https://omnivore.app/me/token-1-21-dark-side-of-ll-ms-18dcd9ea14a#bf6c1675-e536-4104-8a24-a4415c6206bb)
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- > arXiv has over 19,000 papers on LLM. [⤴️](https://omnivore.app/me/token-1-21-dark-side-of-ll-ms-18dcd9ea14a#e67a536b-501c-4dfb-a013-77d855f888e4)
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- > 2,200 papers were published this year alone i.e. in the past 50 days. [⤴️](https://omnivore.app/me/token-1-21-dark-side-of-ll-ms-18dcd9ea14a#14df1213-b60c-46c5-b48b-4629faeb67aa)
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- > vulnerabilities in large language models are talked about very little. [⤴️](https://omnivore.app/me/token-1-21-dark-side-of-ll-ms-18dcd9ea14a#4178deda-6ded-4ecb-9c38-04168e124d4e)
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- > vulnerabilities in large language models are talked [⤴️](https://omnivore.app/me/token-1-21-dark-side-of-ll-ms-18dcd9ea14a#85625771-26bc-40e5-8a12-a406681b2aab)
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- > when a single model is serving millions of users, a lot of things can go wrong when the LLM’s vulnerabilities are taken advantage of. [⤴️](https://omnivore.app/me/token-1-21-dark-side-of-ll-ms-18dcd9ea14a#c1d757c8-5bbb-4068-ad1d-f78c146c3355)
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- > LLMs, if misused, could [⤴️](https://omnivore.app/me/token-1-21-dark-side-of-ll-ms-18dcd9ea14a#8f10d4ae-1a75-49c6-8ec5-eae682ec2f0a)
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- > The model can be tricked into revealing personal information from its training corpus [⤴️](https://omnivore.app/me/token-1-21-dark-side-of-ll-ms-18dcd9ea14a#e28faa00-a0dd-42b4-84ff-ca98c228daad)
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- > There's a risk that LLMs could inadvertently generate content that **infringes on copyrighted materials**, leading to complex legal challenges for creators and users alike. [⤴️](https://omnivore.app/me/token-1-21-dark-side-of-ll-ms-18dcd9ea14a#149245ee-dc17-4604-9dac-9e2111faeabd) |