We often discuss “trustworthy AI” as if trust is the goal. But what if systems become reliable before humans can properly inspect or intervene? The challenge may not be trust, but calibrated reliance.

#AgenticAI #AI #TrustBuilding #HumanAgentCenteredDesign #TrustCalibration

Trust calibration is still under-studied, but its importance keeps growing. It is not just about whether we trust AI, but whether we trust it appropriately. I hope CHI2027 pushes deeper into how we align trust with capability. #HumanComputerInteraction #TrustCalibration #CHI2027

AI will not replace human judgment but it will demand better trust calibration.

When pilots over- or under-trust automation, cognitive resilience erodes.

CCRI™ measures that trust dynamic and identifies where training must focus.

#TrustCalibration #CognitiveResilience #PilotTraining #CCRI

Automation doesn’t erase human error — it reshapes it.

CCRI™ explores that shifting boundary between human judgment and system logic.

#HumanAutomationInteraction #TrustCalibration #FlightOps #CognitiveResilience #CCRI

Automation isn’t the problem.
It’s our relationship to it.

CCRI™ is exploring what happens when trust is misplaced, decisions are delayed, and minds freeze under pressure.

What if we could train for cognitive agility?
#HumanAutomation #TrustCalibration #FlightSafety