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Adding info about ai laws and data laws
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```{r, include = FALSE} | ||
ottrpal::set_knitr_image_path() | ||
``` | ||
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# | ||
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Because generative AI is a fairly new technology for most fields, the regulations and laws surrounding its use are in flux and changing rapidly. Many regions and countries are still developing laws and regulations and you will need to do some research on what it and is not allowed in your local area. | ||
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## Approaches to regulation | ||
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The approaches of countries across the globe are highly variable. | ||
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For example, the European Union has been working on an EU-wide policy, | ||
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while many other countries like India and OTHER EXAMPLE??? are drafting national AI policies. | ||
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Still other countries like China have created regulations that are specific to some systems like generative AI but have not yet introduced comprehensive rules for AI technologies as a whole. | ||
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Finally, some countries like the US are taking a more patchwork approach with no national regulations, relying instead on local governments to create guidelines and laws. | ||
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```{r, include = FALSE} | ||
ottrpal::set_knitr_image_path() | ||
``` | ||
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# Data Laws That Apply to AI | ||
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While countries and jurisdictions are developing ans passing laws that specifically deal with AI, there are also existing laws around data that should be considered whenever working with AI. These broadly include regulations about both intellectual property and data privacy. | ||
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## Intellectual Property Rights | ||
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There are multiple concerns around generative AI and intellectual property rights. These include potential copyright violations in the training data, whether generative AI methods can be proprietary, and whether material created using generative AI can be copyrighted. | ||
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### Does the training data include copyrighted or trademarked text or images? | ||
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In order for generative AI models to work, they must be trained on vast amounts of data. This might include images, in the case of image generators like DALL-E, Stable Diffusion, and Midjourney. It might also include human writing and speech, in the case of LLMs like ChatGPT and Bard. Information about the training data sets for these tools is limited, but they likely include text and images scraped from the internet. There is concern that the text and images gathered for training data included copyrighted and trademarked books, articles, photographs, and artwork. In fact, the CEO of Midjourney confirmed that copyrighted images were included in the Midjourney training data without the consent of the artists, and there was no way for artists to opt out of having their work included. A group of authors have also recently sued OpenAI, the company behind ChatGPT, for copyright infringement because their published works were included in the GPT training data. | ||
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### Can AI-generated work be copyrighted? | ||
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Generative AI makes it easier than ever to create | ||
Additionally, some artists have sued AI companies like the company behind Stable Diffusion because the generative AI tools are creating images that are too similar to their existing, protected artwork. | ||
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### Are AI algorithms proprietary? | ||
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## Data Privacy | ||
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Data privacy is especially important to consider when working in fields like healthcare, biomedical research, and education, where personally identifiable data and personal health information is under special protections. | ||
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