"A little knowledge is a dangerous thing" means that having only a small amount of understanding about a subject can make someone overconfident, leading them to overestimate their expertise, form shallow conclusions, and make poor decisions with serious consequences, as they lack the deeper context and awareness of complexities that true experts possess.