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title: "GPT3: How do you get creativity from determinism?" | ||
date: 2023-07-05 00:00:00 Z | ||
categories: | ||
- Tech | ||
summary: We've all now seen the apparently creative outputs of Generative AI, with | ||
astonishing results that seem to border on human creativity. How does GPT-3 achieve | ||
this? In this short talk, I lift the lid to reveal the probabilistic elements that | ||
allow an otherwise deterministic model to give all the appearances of creativity. | ||
author: cprice | ||
video_url: https://www.youtube.com/embed/QCvoDgwDMNg | ||
short-author-aside: true | ||
layout: video_post | ||
--- | ||
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We've all now seen the apparently creative outputs of Generative AI, with astonishing results that seem to border on human creativity. How does GPT-3 achieve this? In this short talk, I lift the lid to reveal the probabilistic elements that allow an otherwise deterministic model to give all the appearances of creativity. |
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title: Mitigating prompt injections on Generate AI systems | ||
date: 2023-10-31 00:00:00 Z | ||
categories: | ||
- Tech | ||
summary: We demonstrate our web app used for experimenting with different types | ||
of prompt injection attacks and mitigations on LLMs and how easy it can be to | ||
hack GPT through malicious prompts. | ||
author: dhinrichs | ||
video_url: https://www.youtube.com/embed/TD3RG9YPKEY | ||
short-author-aside: true | ||
layout: video_post | ||
--- | ||
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We demonstrate our web app used for experimenting with different types of prompt injection attacks and mitigations on LLMs and how easy it can be to hack GPT through malicious prompts. |