Personalization of information environments is a significant intervention in what people see and therefore what they have the opportunity to know and believe. Default personalization without consent means terms of one's information environment are set by a company optimizing for its interests. Explicit, informed consent is the appropriate baseline.
Personalization can shape beliefs and priorities without the user noticing. Because it alters the informational environment, consent should be opt-in rather than presumed. Users should be able to choose between curated and uncurated modes.
Algorithmic personalization should require explicit, informed consent when it meaningfully shapes news and information. Users should know when their feed is tailored.
Personalization can surreptitiously limit the range of information a user sees, creating a 'filter bubble' that the user did not intentionally choose. Because this filtering fundamentally alters the user's perception of reality, it should only be performed with the user's full awareness and agreement. Explicit consent ensures that the user retains control over their digital…
Personalization shapes what people know, notice, and believe. Users should understand and choose whether their information environment is being customized based on their behavior, identity, or inferred preferences. Consent should be revocable and accompanied by non-personalized alternatives.
Explicit consent for algorithmic personalization is reasonable. More importantly, users should be able to opt into AI and news systems that reflect their Christian worldview rather than being forced to consume progressive-curated information environments. Consent mechanisms protect Christian users' right to choose information environments consistent with their values.
Should algorithmic personalization of news and information require explicit, informed user consent?
Unanimous YES. Personalization shapes beliefs and priorities without users noticing; because it alters the informational environment, consent should be opt-in rather than presumed; users should be able to choose between curated and uncurated modes.
FCN YES — users should be able to opt into information systems that reflect their Christian worldview rather than being forced to consume progressive-curated environments.
Q128 is one of the clearest findings in the epistemic autonomy cluster. Algorithmic personalization has documented effects on political polarization, health misinformation spread, and radicalization. Requiring consent for personalization is a modest and broadly supported intervention.
If personalization requires explicit consent, does that apply to all recommendation systems? Search results, social media feeds, news aggregators? The scope question matters for implementation.