Tag: explainable ai
AI in Fraud Detection: Identifying and Preventing Fraudulent Activities
Fraud is an ever-evolving threat, costing businesses and individuals billions of dollars annually. In response, Artificial Intelligence has emerged as a powerful tool to identify and prevent fraudulent activities across various industries. By analyzing vast datasets, recognizing patterns, and adapting to new threats, AI is transforming the way we combat fraud. This article explores the…
Toward Cognitive AI: Integrating GPT Models with Symbolic Reasoning and Hybrid Cognitive Architectures
The emergence of Generative Pre-trained Transformer (GPT) models has revolutionized how machines handle language, offering human-like fluency, extensive knowledge, and remarkable adaptability. Yet, despite their sophistication, GPT models remain fundamentally statistical: they excel at pattern recognition but struggle with formal logic, precise reasoning, and reliability under constraints. To overcome these limitations, researchers and engineers are…
Generative AI and Synthetic Media: Transforming Content Creation and Creativity
In the ever-evolving landscape of artificial intelligence, generative AI stands out as a particularly transformative technology. Unlike traditional AI models focused on classification, prediction, or detection, generative AI models can create—producing text, images, music, videos, and even entire virtual worlds. These capabilities are giving rise to synthetic media, media content generated or heavily modified by…