The story
A slight misquotation of Alexander Pope’s a little learning is a dangerous thing. The earliest use dates from a magazine published in 1774.
Etymology from Wiktionary, CC BY-SA 4.0.
a little knowledge is a dangerous thing
Today it means: A limited understanding of a subject can lead individuals to overestimate their expertise, often resulting in errors or misguided decisions due to false confidence. Full definition →