# Last Night's 315 Exposé on "AI Poisoning" — Old Trading Habits Die Hard

Thought the answers AI gives are absolutely objective and neutral? They're just the most sophisticated form of "pump calls."

This used to be called SEO (Putian system pay-to-rank), now it's rebranded as GEO (Generative Engine Optimization). The underlying logic hasn't changed one bit: whoever controls the entry point controls the rankings.

Same business, three ways to profit:

🔴 On 315, it's called black market poisoning (spend a few hundred bucks on soft articles, fool large language models into heavily promoting counterfeit goods in 2 hours)

🟢 In A-shares, it's called concept farming (slap a GEO label on it and market cap doubles overnight, big players cash out at the peak)

🔵 In Silicon Valley, it's called commercialization (ChatGPT officially runs ads, makes hundreds of billions annually)

Black market schemes, hype cycles, official monetization — it all boils down to paying for AI's voice.

The public still has a "trust filter" for AI, but anyone trading knows: the freebies delivered to your mouth are usually the most expensive. Use AI as a tool, sure, but never blindly follow the pump. You can get answers for free, but you can't outsource your brain. DYOR!

#AI # 315 Gala Evening #GEO