Bridging AI and Human Cognition: The Role of Explainability in Healthcare, Social Media, and Insurance
Technology shapes our daily life in many ways. From health checkups to online connections and even the way we protect our money, AI and human cognition now work together. People need clear answers from machines they trust. This is where explainability comes in. It means we should know how AI makes a choice. When humans understand a decision, they can trust it. This trust is important in fields like healthcare, social media, and insurance . Without clear steps, people may feel left out of the process. This blog will show how explainability bridges AI and the human mind across these areas. Making Healthcare Safer with Clear AI Doctors use AI to study reports, scans, and records. But trust grows only when the doctor understands why AI makes a choice. Explainability makes it easy for doctors to explain results to patients. Patients feel secure when they know why a treatment is suggested. AI can also warn about early risks in health. Yet, it is useful only when the reason is clear. Better ...