“AI slop”—a wave of low-value, AI-generated content—went mainstream in 2025, prompting consumer fatigue and a reassessment of how artificial intelligence should be built into products. Mentions of the term jumped ninefold from 2024 with negative sentiment peaking at 54% in October, according to Meltwater, while SEO firm Graphite estimates AI-written articles now make up more than half of English-language web content. Analysts say tech firms have rushed “technology-led” features to appease markets, often breaking users’ mental models—citing misfires like AI-first search boxes and poorly received AI gadgets. Meta’s push into AI-generated short video drew tepid engagement, even as platforms such as YouTube and Pinterest introduced controls to limit synthetic content. Experts argue the durable path is “boring AI”: quiet, utility-focused features like Amazon’s AI review summaries, paired with more intentional design and policy—particularly in Europe—aimed at practical, domain-specific applications over flashy generative tools.
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