AI: Bias and Unreliability – Understanding the Risks and Safeguards

AI: Bias and Unreliability – Understanding the Risks and Safeguards

Introduction Artificial Intelligence (AI) and machine learning (ML) have revolutionized industries, from healthcare and finance to marketing and law enforcement. However, despite their transformative potential, AI systems are not infallible. They can exhibit bias, unreliability, and even harmful behaviors if not properly designed, trained, and monitored. The consequences of biased AI can be severe—reinforcing societal inequalities, misdiagnosing…

AI: Prompt Injection – Understanding the Risks and Mitigation Strategies

AI: Prompt Injection – Understanding the Risks and Mitigation Strategies

Introduction Artificial Intelligence (AI) has revolutionized industries, automating tasks, enhancing decision-making, and improving efficiency. However, as AI systems become more integrated into applications, security vulnerabilities emerge. One such critical vulnerability is prompt injection, a technique where attackers manipulate AI models by crafting malicious inputs to produce unintended or harmful outputs. Prompt injection attacks exploit the way…