SQLAlchemy ORM update and delete operations leverage session state tracking for efficient database interactions. Techniques include modifying loaded objects with session.commit(), bulk updates and deletes using SQL constructs, transaction handling with rollback, and row locking via with_for_update() to prevent race conditions.