
In an increasingly AI-driven world, artificial intelligence (AI) systems have become integral to our daily lives, from voice assistants to personalized recommendations. However, there is a growing recognition that AI needs to communicate its limitations clearly and express doubt when unsure. This led Google researchers to develop the ASPIRE system, a groundbreaking approach that trains AI to say “I don’t










