👉 Confirmation engineering refers to the deliberate design and implementation of systems, processes, or environments that intentionally reinforce and amplify pre-existing beliefs or preferences, often to the detriment of objective evaluation. This can occur in various contexts, such as social media algorithms that prioritize content aligning with a user's views, creating echo chambers that limit exposure to diverse perspectives. In decision-making, confirmation engineering might involve seeking out or favoring information that supports a preferred outcome while dismissing contradictory evidence. This practice can lead to polarization, reduced critical thinking, and an inability to adapt to new information or changing circumstances.