Automation bias shows up when an AI layer rules on an email before the person does. What the evidence shows and which programme decisions change.
Automation bias shows up when an AI layer rules on an email before the person does. What the evidence shows and which programme decisions change.
A habit fires on a context cue rather than on the intention of the moment. Which behaviours can become habits, and when it pays to intervene.
Normalization of deviance explains why an unsafe practice becomes the team’s norm, and why punishing the case leaves that norm untouched.
What security fatigue is, why habituation makes response to security warnings decline, and how to redesign an awareness program once it shows up.
Passing a security quiz doesn’t measure behavior. What a validation question actually measures, what it can measure, and what a CISO should report.
Awareness content doesn’t change behavior on its own. What situated learning, spacing and transfer say about how to design it to actually work.
Human error is not a single thing. Telling error, negligence and intent apart changes how you reduce human risk in cybersecurity.
Human risk in cybersecurity is decided in attention and cognitive load. Practical cyberpsychology to understand the person deciding at the screen.