2022-11-10 | Your Daily AI Research tl;dr ??

Welcome to your official daily AI research tl;dr (often with code and news) for AI professionals where I share the most exciting papers I find daily, along with a one-liner summary to help you quickly determine if the article (and code) is worth investigating.

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1?? Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation?

"We propose task-oriented dialogs for montage creation as a novel interactive tool to seamlessly search, compile, and edit montages from a media collection."

Link to the paper: https://arxiv.org/pdf/2211.03940.pdf

2?? Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale

They find that accessible text-to-image models amplify dangerous and complex stereotypes, which are difficult to predict and not easily mitigated by users or model owners.

Link to the paper: https://arxiv.org/pdf/2211.03759.pdf

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?? The lawsuit that could rewrite the rules of AI copyright

Microsoft, GitHub, and OpenAI (all companies behind GitHub Copilot) are being sued for allegedly violating copyright law by reproducing open-source code using AI. The lawsuit, filed in California last week, is considered the first major copyright lawsuit involving an "AI system", with potential damages reaching $9B.

This lawsuit is mainly because, as most of you may know, Copilot has been found to regurgitate long sections of licensed code without providing credit, which was found out by many users. This is also something that could cause problems for image models as similar things could happen where we generate back images or sensitive data from the training set.

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Thank you for reading,

Louis