The condition of data in a database. Clean data are error free or have very few errors. Dirty data have errors, including incorrect spelling and punctuation of names ...

These insights echo the need for strong data hygiene practices as the backbone of trustworthy AI systems. High-quality AI relies on thoughtful data curation, yet data hygiene is often misunderstood.