
Applied AI
Semantic Similarity Does Not Mean Two Sentences Agree
Understand why embedding similarity can retrieve related sentences that disagree, and test negation, numbers and conditions before using a score as evidence.

Understand why embedding similarity can retrieve related sentences that disagree, and test negation, numbers and conditions before using a score as evidence.

Spot machine-learning data leakage by checking when information became available and keeping test data out of model preparation.