What is Generative AI?
Generative artificial intelligence (AI) is a branch of artificial intelligence that focuses on creating new content from existing data. Unlike other artificial intelligence approaches that are limited to analysing and interpreting data, generative AI can autonomously produce text, images, music, and even videos.
How can generative AI be used effectively?
Using generative AI effectively poses considerable challenges, particularly in terms of formulating relevant prompts. The quality of the generated responses depends largely on the precision and clarity of the instructions provided. A poorly designed prompt can lead to vague, inaccurate, or irrelevant results, making the user’s task more complex. Furthermore, it is often necessary to refine and test multiple prompt versions to obtain a satisfactory response. This need to guide artificial intelligence with precision requires a thorough understanding of the subject matter and the AI’s capabilities, as well as the ability to anticipate the possible interpretations of each instruction.
What can EURODECISION bring to the topic of Generative AI?
Drawing on its business culture, expertise in decision support, and experience with various solvers (mathematical programming, local search/heuristics, numerical computation, data processing), EURODECISION has enriched its offering by focusing on large language models (LLMs) in generative AI. LLMs use self-supervised learning to generate content and can be used, for example, in chatbot applications or recommendation systems. Depending on each project’s specific requirements, choosing the right generative AI LLM model can be crucial.
EURODECISION offers a range of services, including training and awareness-building in artificial intelligence; model benchmarking; scoping and defining use cases (needs analysis and business challenges, knowledge base development…); and developing demonstrators and Proofs of Concept (POC). We also offer hybridisation solutions with other AI technologies. Our objective is to improve business efficiency to ensure their competitiveness, sustainability, and the long-term success of their projects.
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