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AI Agents Harness Performance Signals to Eliminate Creative ‘Slop’ – February 18, 2026

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AI Agents Ground Creative in Performance Signals To Stop AI 'Slop' 02/18/2026

The term “slop,” once denoting soft mud in the 1700s, has evolved to refer to low-quality AI-generated content, notably marked by distorted images. Merriam-Webster recognized “AI slop” as its 2025 word of the year, highlighting issues like unrealistic representations in digital media. Sean Marshall of Copley emphasizes the challenges marketers face with fragmented data from large language models (LLMs) that can yield poor-quality outputs. Copley addresses this by launching an automated marketing agent that enhances real-time ad creation, ensuring quality through performance data analysis. The Copley platform seamlessly integrates with Slack, allowing users to create and approve ads collaboratively. Recent studies show that up to one-third of YouTube content may consist of such AI slop, raising concerns about brand safety. To counter these risks, Copley implements human-controlled checks, aiming for a future where AI agents better assist marketers while preserving creative authenticity.

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