Microsoft Fixed Hundreds of Security Flaws — And AI Helped Find Them

Microsoft security updates usually arrive quietly. A notification appears. A restart is required. Most users move on. But behind those routine updates is a much larger battle between software companies and attackers trying to find weaknesses before they are patched. Microsoft’s recent security efforts highlight a major shift in that battle: Artificial intelligence is becoming … Read more

The AI Industry Is Building a Security Layer Because AI Attacks Are Getting More Advanced

Artificial intelligence is moving into almost every part of technology. Businesses are using AI for coding, customer support, research, automation, and decision-making. But as AI systems become more powerful, a new problem is becoming harder to ignore: How do we protect AI systems themselves? NVIDIA, Microsoft, and other major technology companies are investing in AI … Read more

Microsoft Wants AI to Fight AI Hackers: What Its New Cybersecurity Models Mean

For years, security teams have used software tools to detect threats, investigate vulnerabilities, and respond to attacks. Now, both sides of the battle are getting a new weapon: Artificial intelligence. Microsoft is expanding its use of AI in cybersecurity with new research and models designed to help find vulnerabilities, analyze threats, and improve security operations. … Read more

What RAG Means and When You Actually Need It

Artificial intelligence models can answer questions, write content, summarize documents, and help with complex tasks. But every AI model has a limitation: it does not automatically know your private information, company documents, latest product updates, or recent changes. This is where RAG comes in. RAG stands for Retrieval-Augmented Generation. RAG allows an AI model to … Read more

What Embeddings Are, in Plain English (and Why AI Uses Them)

When people hear how AI systems understand text, they often imagine something similar to a search engine. Modern AI systems use a technology called embeddings. An embedding is a way of turning information into numbers so an AI system can compare meaning. What Is an Embedding? An embedding is a collection of numbers that represents … Read more