We welcome reader feedback, algorithm tracking insights, emotional AI research tips, and collaboration inquiries. WANLIGONGGUAN is an independent investigative blog specializing in platform shadows, mood AI, and the hidden systems shaping your online experience.
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If you have public data, open-source findings, or verifiable research relevant to algorithm tracking, emotional tracking, or social media manipulation, we encourage you to share them. All submissions must come from publicly available or legally shareable sources.
We do not request or solicit confidential corporate information. Our focus is on analyzing visible patterns in ranking algorithms, content suppression, and hidden AI systems that affect what you see online.
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WANLIGONGGUAN Investigating the hidden algorithms, mood AI systems, and social media manipulation that shape the digital world.
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Read our latest investigation on Instagram’s Mood Score Tracking to see how emotional AI affects your feed.
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