CybAI news

Sign up for the Future Explored newsletter! Features on the past, present and future of world changing tech Notice: JavaScript is required for this content. This article is an installment of Future Explored, a weekly guide to world-changing technology. You can get stories like this one straight to your inbox every Saturday morning by subscribing here. It’s 2035. Global electricity demand has skyrocketed, driven in large part by the data centers that support our digital world. Rather than worsening climate change, though, these power-hungry facilities are a major reason 100% of our electricity is now generated by clean energy. Data centers…

In this presentation, I will build on Ines Montani's keynote, "Applied NLP in the Age of Generative AI", by demonstrating how to create an information extraction pipeline. The talk will focus on using the spaCy NLP library and the Prodigy annotation tool, although the principles discussed will also apply to other frameworks. Source link lol

Large Language Models (LLMs) and in-context learning have introduced a new paradigm for developing natural language understanding systems: prompts are all you need! Prototyping has never been easier, but not all prototypes give a smooth path to production. In this talk, I'll share the most important lessons we've learned from solving real-world information extraction problems in industry, and show you a new approach and mindset for designing robust and modular NLP pipelines in the age of Generative AI. Breaking down larger business problems into actionable machine learning tasks is one of the central challenges of applied natural language processing. I…