As artificial intelligence continues to expand, the importance of effectively communicating with large language models (LLMs) is crucial. Whether you are a data scientist, business user, AI developer, or engineer, structuring and contextualizing...
Tag: Generative AI
Applications of Generative AI in the enterprise – case studies
Generative AI is one of the most exciting and rapidly advancing fields in technology today. In 2022 and 2023, we saw massive leaps forward with models like GPT-3 for natural language processing, DALL-E for image generation, and AlphaFold for protein folding. The...
Key opportunities to use the generative AI in the enterprise
Generative AI is a subset of artificial intelligence that focuses on creating new content. In the enterprise, there are several key opportunities to leverage this technology and take businesses to new heights. Generative AI has proven to be a game-changer in the field...
Decoding Adversarial Attacks: Types and Techniques in the Age of Generative AI
With the threat of adversarial attacks, Generative AI has dramatically increased the abilities of cyber adversaries. Risk prediction, automatic response, and preemptive vulnerability patching are three ways AI promises to transform defences as the cybersecurity market...
Demystifying Prompt Engineering for ChatGPT
ChatGPT was introduced in November 2022, sparking a revolution of generative AI adoption. Before its publication, only academia-related people, researchers, and experts in the field knew about GenAI and the myriad possibilities it brings. By August 2023, McKinsey...
Generative AI and Cybersecurity: Understanding the Landscape
The main difference between data science and business analytics is their focus and application. Data science involves the extraction, analysis, and interpretation of large datasets to gain insights and make data-driven decisions. Recent studies show an...
Enhancing the generative AI answers with ML-based tagging and text shortening
Emerging retrieval-augmented generation (RAG)-powered enterprise conversational QA applications leverage massive internal knowledge bases and conversational data to improve customer service, increase employee productivity, and help make better decisions. ...
Visual Commerce Transformed: A Deep Dive into Generative AI’s Potential and Challenges
With the launch of ChatGPT in November 2022, Generative AI quickly became the biggest new technology trend emerging in recent years. The focus and surrounding excitement were mainly placed on its ability to generate text and carry on a perfect conversation. However,...
DSS Miami 2023: Generative AI’s Transformative Journey
From data visualization to LLMs in cybersecurity, and everything else in between - Data Science Salon Miami 2023 was a great opportunity to meet like-minded professionals and exchange experiences about the ever-changing realm of AI and Machine Learning. Last year...
Data Science Salon Miami 2023 Experts guide to generative AI challenges
From security concerns to talent constraints, implementing generative AI in the company can be a challenging and troublesome process. This underscores the importance of expert guidance and access to knowledge as even more valuable assets. According to the "Enterprise...