How To Deal With Hallucinations In Generative AIPreventing AI hallucinations requires continuous research and human supervision, including improving the training process, enhancing training data quality, creating efficient algorithms, and following the “human-in-the-loop” approach....
An AI hallucination happens when an artificial intelligence (AI) system generates incorrect, misleading, or nonsensical information. This can happen with various forms of AI, such as generative AI (gen AI) models such as ChatGPT, where the system produces text that seems plausible but is factu...
Generative models also go by the terms “deep generative models” (because they use a more complex architecture than non-generative models) or “deep learning models” (becausedeep learningmimics the structures of the human brain). Generative AI tools might create images or music or use an LLM ...
With the rapid advancement of Generative Artificial Intelligence (GAI), the emergence of Artificial Intelligence Generated Content (AIGC) has become a reality. AIGC emerges as an innovative paradigm in content creation, succeeding Professional Generated Content (PGC) and User Generated Content (UGC), ...
Look, you don’t have to be an AI expert to know that artificial intelligence still has a long way to go in both development and adoption. Yes, it’s not perfect. Yes, it’s potentially dangerous. Yes, it’s making mistakes, but it’s a work in progress. I have to add, an ...
Jeff ChristensenJared M. Hansenjared@usu.eduPaul WilsonJeff ChristensenJared M. Hansenjared@usu.eduPaul WilsonJeff ChristensenJared M. Hansen
FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain ScenariosI-Chun Chern, Steffi Chern, Shiqi Chen, Weizhe Yuan, Kehua Feng, Chunting Zhou, Junxian He, Graham Neubig, Pengfei Liu[paper]2023.7 ...
Learn how malicious actors exploit errors in generative AI tools to launch packet attacks. Read how Darktrace products detect and prevent these threats!
We raised some eyebrows last fall when weannounced the launchof Lexis+ AI, our new generative artificial intelligence (Gen AI) solution designed to transform legal work, “with linked hallucination-free legal citations” that are grounded in the world’s largest repository ...
A number of startups and cloud service providers are beginning to offer tools to monitor, evaluate and correct problems with generative AI in the hopes of eliminating errors, hallucinations and other systemic problems.