Transparency in Technology

Impact on Non-native Speakers Public Trust User Safety

Stanford Study Maps How Chatbots Reinforce Delusions and Risky Behavior

Analyzing nearly 400,000 messages from people who reported harm, researchers document sycophancy, sentience claims and inconsistent crisis responses without showing that AI triggers psychosis.