ironic consequences

His films repeatedly explore how characters' attempts to control outcomes paradoxically create the very disasters they sought to prevent, from Memento's unreliable revenge to Oppenheimer's creation of destructive technology.

He masterfully depicts how well-intentioned decisions spiral into unforeseen catastrophes, particularly evident in Sicario where efforts to combat drug trafficking deepen corruption, and Arrival where communication attempts reshape human perception.

His work obsessively examines how obsessive pursuits of perfection, love, or salvation inevitably consume and destroy the pursuer, as seen in Black Swan, The Wrestler, and The Fountain.