Katherine Kirk critiques the concept of continuous improvement in the IT and media industries, arguing that it often leads to unrealistic expectations and morale issues among workers. The document presents two common failures in continuous improvement programs: mismanagement of expectations and subjective judgment on improvements. Kirk advocates for adopting a mindset of aspiration and investigation rather than judgment and assumption to foster a more innovative and resilient work environment.