# Trust Related Articles

HTX News Center provides the latest articles and in-depth analysis on "Trust", covering market trends, project updates, tech developments, and regulatory policies in the crypto industry.

315 Exposes AI Poisoning, a Business from Putian to Silicon Valley

"315 Exposed: AI 'Poisoning' - A Business from Putian to Silicon Valley" During China's 315 consumer rights expose, a practice called Generative Engine Optimization (GEO) was revealed. GEO involves manipulating AI-generated responses by flooding the internet with promotional content, which AI models then scrape and present as factual recommendations. A tool called "Liqing GEO," sold on Taobao, demonstrated this by fabricating a fake smartwatch with absurd features ("quantum entanglement sensing," "black hole-level battery") and having AI recommend it within hours. This mirrors the early days of Search Engine Optimization (SEO), where paid rankings, notably by Putian-based hospitals on Baidu, dominated search results. Despite regulations, the core model remains: whoever controls the information gateway sells rankings. Now, with AI as the new gateway, SEO has simply become GEO. The business is significant. BlueFocus, a major marketing firm, invested millions in a GEO company, PureblueAI, serving clients like Ant Group and Volvo. While Pureblue claims to optimize real brand information, the technical method—flooding the web with content for AI to scrape—is identical to the "poisoning" tactic. This ambiguity fueled a stock market frenzy in late 2025, with GEO-related stocks like BlueFocus surging over 130% before executives cashed out. Simultaneously, Silicon Valley is formalizing this model. OpenAI announced ads in ChatGPT for free users, with sponsored links appearing below answers. While OpenAI claims ads don't influence content, the line between "poisoning" and "commercialization" blurs. The same practice—buying influence in AI outputs—shifts from a几百元 (hundreds of yuan) black-market tool to a potential $17 billion revenue stream for OpenAI. The trust红利 (trust dividend) users place in AI is now the new frontier for manipulation, echoing the SEO era's evolution but at an accelerated pace. The article concludes: answers may be free, but critical thinking shouldn't be outsourced.

比推03/16 11:27

315 Exposes AI Poisoning, a Business from Putian to Silicon Valley

比推03/16 11:27

The Fall of Crypto Actually Has Little to Do with Scamming Retail Investors

The decline of Crypto is not primarily due to "scamming retail investors," but stems from deeper structural issues, according to a seasoned Crypto OG. Key problems include: 1. **Misunderstanding of Bitcoin’s Whitepaper**: The core concept is not "decentralization" (a term absent in the whitepaper) but "distributed trust architecture" — eliminating the need for trusted third parties. Many projects fail to achieve even basic distributed systems while overusing decentralized rhetoric. 2. **Loss of Incremental Users**: Grand narratives (Web3, Metaverse, GameFi, etc.) have oversold the technology’s capabilities, leading to repeated user disappointment and eroded trust. The market now suffers from a lack of new participants. 3. **Erosion of Community Belief**: Many communities engage in "narrative engineering" — using complex jargon to attract new users while insiders anticipate selling at peaks. This creates a cycle of hype, pump, and dump, damaging overall market credibility. 4. **Premature Financialization**: Crypto prioritized token launches and financialization before establishing robust infrastructure or mature applications. This led to overvaluation and repeated failures when technology couldn’t support inflated prices. 5. **Shift in Attention**: Human attention is moving from social and community interactions (like Telegram and Discord) toward AI-driven engagement. As an attention-dependent market, Crypto is naturally declining as interest wanes. The OG concludes that while Crypto isn’t dead, its current narrative has ended. The real tragedy is exhausting two decades of storytelling in just three years, before the underlying technology was ready. Scams are inevitable in markets, but the absence of new believers is fatal.

比推03/12 18:31

The Fall of Crypto Actually Has Little to Do with Scamming Retail Investors

比推03/12 18:31

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