Inclination-based

Describes a system, method, or approach that is determined or influenced by a predisposition, preference, or tendency towards a particular viewpoint, action, or outcome. It often implies that decisions or actions are made in alignment with a person's or system's inherent biases or propensities, rather than solely based on objective factors or neutral criteria. This can lead to outcomes that favor specific interests or perspectives.

Inclination-based meaning with examples

• The hiring process was criticized as inclination-based, as interviewers seemed to favor candidates with similar backgrounds and personalities to their own, potentially overlooking more qualified applicants. This created an environment where diversity was lacking.
• An inclination-based recommendation system might suggest products based on a user's past purchases and browsing history, even if more suitable alternatives exist. This can create a filter bubble, limiting exposure to new and diverse options.
• In the political realm, inclination-based media outlets often present news with a specific bias, shaping public perception and reinforcing pre-existing beliefs. This can lead to increased polarization and make it challenging to engage in reasoned discourse.
• The company implemented an inclination-based performance review system, where managers were allowed to factor in their subjective impressions of employees, leading to inconsistent evaluations and potential unfairness. This can impact employee morale.
• An AI algorithm, designed to categorize customer support inquiries, showed inclination-based behavior, prioritizing requests from paying customers over those from free-trial users. This approach may not be ethically sound.