Which of the following best describes the danger of algorithms in mental health content curation?

Question

BlackTom AI · Accepted Answer

Consider the prompt: 'Which of the following best describes the danger of algorithms in mental health content curation?' The answer choices present different potential risks or mischaracterizations of such algorithms.
Option a: 'They reinforce self-labels that feel true but may be inaccurate.' This points to a key danger: algorithmic recommendations can solidify or amplify self-perceptions that users already hold, even if those labels are not medically or clinically accurate. By repeatedly surfacing content aligned with a user’s self-description, the system may entrench potentially flawed self-identifications and reduce openness to alternative, evidence-based understandings.
Option b: 'They limit content length to 30 seconds, which is not enough to adequately describe a condition.' While brevity limits can be an issue in general content design, this option describes a constraint (content length) rather than a fundamental danger of algorithms in mental health curation. It suggests a design limit rather than a systemic risk inherent to algorithmic curation itself.
Option c: 'They spread illegal content.' This asserts a liability of algorithms to disseminate illegal material. While platforms must guard against illegal content, the statement overgeneralizes the role of algorithms in mental health curation and implies inevitability or inevitability of widespread illegal content, which is not the central danger described by typical ethics and safety discussions in this domain.
Option d: 'They suppress Eastern psychological models.' This claims suppression of specific cultural models. Although there can be concerns about representation and inclusivity, the wording implies a deliberate suppression of a whole family of models, which may be inaccurate or overstated as a general danger of algorithms in this context.
In summary, option a focuses on a concrete, well-documented risk: reinforcing potentially inaccurate self-labels through repeated exposure to tailored content, which aligns with concerns about identity, self-perception, and clinical accuracy in mental health recommendations. The other options describe related concerns (content length, legality, cultural representation) but do not capture the core danger highlighted in discussions of mental health content curation algorithms as directly as option a does.

PSY2014 S2 2025 AT1: Test series (Quiz 3)

Which of the following best describes the danger of algorithms in mental health content curation?

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