Summary of Generative Ai Models: Opportunities and Risks For Industry and Authorities, by Tobias Alt et al.
Generative AI Models: Opportunities and Risks for Industry and Authorities
by Tobias Alt, Andrea Ibisch, Clemens Meiser, Anna Wilhelm, Raphael Zimmer, Jonas Ditz, Dominique Dresen, Christoph Droste, Jens Karschau, Friederike Laus, Oliver Müller, Matthias Neu, Rainer Plaga, Carola Plesch, Britta Sennewald, Thomas Thaeren, Kristina Unverricht, Steffen Waurick
First submitted to arxiv on: 7 Jun 2024
Categories
- Main: Artificial Intelligence (cs.AI)
- Secondary: Computation and Language (cs.CL); Cryptography and Security (cs.CR)
GrooveSquid.com Paper Summaries
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary The paper explores the potential of generative AI models in various tasks that require creativity and human understanding, such as text generation, image synthesis, audio creation, and video production. During training, these models learn patterns from existing data and can generate new content that aligns with these patterns, offering an opportunity for digitalization. However, the use of generative AI models also introduces novel IT security risks that must be considered in a comprehensive analysis of the IT security threat landscape. To mitigate these risks, companies or authorities should conduct individual risk analyses before integrating generative AI into their workflows. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary Generative AI is like a superpower for computers! They can create all sorts of things like texts, images, and videos that are similar to what humans do. This means we might be able to automate some tasks that require creativity, which could be really helpful. But, just like how a superpower can also cause problems if not used carefully, generative AI has its own set of risks that need to be considered. To stay safe, people who want to use these AI models need to think about the potential dangers and take steps to prevent them. |
Keywords
» Artificial intelligence » Image synthesis » Text generation
