
Introduction: Why AI Needs a Middle Layer Artificial intelligence is moving from simple chatbots to autonomous agents. A chatbot mostly responds to questions. An AI agent can read files, call APIs, send emails, update databases, write code, browse tools, trigger workflows, and make decisions across multiple systems. This shift creates a new security problem.…

Introduction: Why AI Safety Became a Core Engineering Problem By 2026, artificial intelligence is no longer only a research topic or a productivity tool. AI systems are now used in healthcare, finance, cybersecurity, education, software development, recruitment, customer support, government services, and industrial operations. This wider adoption has created a serious question: how can…