Saandip Kumar Jha

Artificial intelligence is rapidly transforming cybersecurity, enabling organizations to detect vulnerabilities, automate security reviews, and strengthen software defenses at unprecedented speed. Continuing this trend, Microsoft AI has unveiled MAI-Cyber-1-Flash, its first AI model designed specifically for cyber defense applications. Rather than operating as a standalone chatbot or API endpoint, MAI-Cyber-1-Flash works within MDASH, Microsoft’s multi-model … Read more

Introduction: How AI Is Transforming Data Analysis in 2026 Data analysis has changed dramatically in recent years. Previously, analysts had to spend hours writing Python scripts, cleaning datasets manually, fixing errors, and creating visualizations step by step. While programming skills are still valuable, artificial intelligence is making the entire data analysis workflow faster, easier, and … Read more

Artificial intelligence research has largely focused on training models using text, images, and structured datasets. However, a growing number of researchers believe that understanding how humans interact with computers may unlock a new path toward more capable AI systems. Instead of teaching models through explicit instructions or action labels, these systems learn by observing the … Read more