Unverified50% confidenceOpinionExact time
To change the incentive misalignment, assessment metrics need to be adjusted, such as replacing click-through rate with task completion rate and user retention quality, or introducing monetization methods that do not rely on advertising, such as subscriptions.
1
Sources
50%
Confidence
Long-term
Relevance
11/6/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedThere is a gap between benchmark scores and real user experience, and some vendors engage in targeted optimization for specific benchmarks (score gaming) as well as training data contamination that inflates scores.73% similarUnverifiedThe objective function misalignment problem refers to systems being optimized to achieve measurable proxy metrics (such as click-through rate and dwell time) that are systematically biased away from genuine user well-being or social value.72% similar
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