Gates argues that the ability to judge whether information is reliable is a fundamental part of learning. In the context of generative AI, this skill becomes particularly important because systems can produce confident but inaccurate statements, as well as reproduce biases found in their training data. Students therefore need to examine claims, compare sources and look for supporting evidence rather than accepting generated material at face value.

The quote also connects education with a broader question about knowledge: how people decide what should be believed. Gates suggests that AI can itself become a teaching tool if educators ask students to identify errors, test assertions and distinguish evidence from unsupported claims. The emphasis is therefore not simply on detecting mistakes in technology, but on developing habits of critical inquiry that apply to news, research and everyday information. The quote can be used when discussing media literacy, fact-checking and responsible use of AI in education.

Full quotation

“There’s another way that AI can help with writing and critical thinking. Especially in these early days, when hallucinations and biases are still a problem, educators can have AI generate articles and then work with their students to check the facts. Education nonprofits like Khan Academy and OER Project, which I fund, offer teachers and students free online tools that put a big emphasis on testing assertions. Few skills are more important than knowing how to distinguish what’s true from what’s false.”