In recent years, machine learning (ML) has become integral to numerous industries, from healthcare and finance to retail and transportation. The rise of ML has been fueled by the availability of large datasets and the computational power to process them. However, as more data is generated and collected, concerns around data privacy and security have…
Generative Adversarial Networks (GANs) have transformed the field of generative modeling, enabling the creation of highly realistic data across multiple domains. However, the challenge of “hallucination,” where the generator produces unrealistic or implausible outputs, persists. This article explores technical strategies to mitigate hallucination in GANs. Understanding Hallucination in GANs Hallucination in GANs occurs when the…
Watermelon season is upon us, and the perennial challenge is how to pick the perfect watermelon. Many of us have tried various methods, from thumping to examining the coloration of the rind, but with advancements in technology, a new contender has emerged: ChatGPT. As an AI language model developed by OpenAI, ChatGPT isn’t just capable…