Google serves deceptive YouTube ads Gemini flags

Google's ability to build world-class AI models that instantly spot deceptive ad creatives makes its ongoing failure to filter out scam ads look less like a technical bottleneck and more like a misalignment of commercial incentives. While multimodal LLMs prove that automated visual ad screening is technically mature and deployable, Google's review pipeline continually clears ads violating codified platform policies. Deceptive UI mimicry remains a persistent dark pattern on top-tier platforms like YouTube, underscoring structural conflicts of interest when high-performing deceptive campaigns drive lucrative click-through rates at the expense of user trust.