# Пов'язані статті щодо Poisoning

315 Exposes AI Poisoning: A Business from Putian to Silicon Valley

China's 315 Gala exposed "AI poisoning" through a practice called Generative Engine Optimization (GEO), where companies pay to manipulate AI recommendations. A case study featured a fictitious smartwatch with absurd features being promoted via auto-generated articles, which were then ranked highly by AI models within hours. This mirrors the early days of Search Engine Optimization (SEO), where paid rankings, notably by莆田系 hospitals on Baidu, dominated search results. While regulation later mandated "ad" labels, user trust in top results persisted. Now, with AI as the new information gateway, GEO has emerged as SEO's successor. The market quickly capitalized on GEO. BlueFocus invested millions in a GEO firm, triggering a stock surge and significant executive stock sales, despite the actual GEO market remaining relatively small. Simultaneously, OpenAI announced ads in ChatGPT for free users, separating responses from sponsored content—a move expected to generate $17 billion annually. This highlights a key contrast: unapproved GEO content is "poisoning," while platform-approved ads are "commercialization." The core issue remains: users inherently trust top AI responses, often unaware they can be bought. As GEO evolves rapidly, the article warns: answers may be free, but critical thinking shouldn’t be outsourced.

marsbit03/16 07:46

Wall Street Shorts ETH: Vitalik Knew and Front-Ran, Tom Lee Still Deluded

Culper Research, a Wall Street short-selling firm, has announced a short position on ETH and related securities, including Bitmine (BMNR). The firm argues that Ethereum's token economic model was broken following the Fusaka upgrade in December 2025. They claim that Vitalik Buterin and developers miscalculated Layer 1 demand elasticity using outdated models, leading to a 90% drop in gas fees instead of the predicted 10-30%. This has allegedly enabled a surge in low-value on-chain activity, such as address poisoning and dusting attacks, which now account for 22.5% of all Ethereum transactions. Culper asserts that Vitalik is aware of these issues and is selling his ETH, while prominent bull Tom Lee continues to incorrectly attribute the network's growth to genuine adoption. The report also highlights a decline in validator earnings, a loss of developer talent to Solana, and shrinking market share.

marsbit03/07 12:47

Data Inflation, Is ETH's Fundamental Still There?

The report by Culper Research argues that Ethereum's fundamentals have been severely damaged following the December 2025 Fusaka upgrade. The upgrade increased the gas limit, causing a 90% drop in gas fees—far more than the 10-30% predicted—and led to a surplus of cheap block space. This has enabled a surge in "address poisoning" or "dusting" attacks, which now account for 95% of new wallet creation and over 22.5% of all ETH transactions. The authors claim these attacks artificially inflate on-chain activity metrics, such as active addresses and transaction volume, which are mistakenly cited by bulls like Tom Lee as evidence of organic growth. Additionally, the report states that lower transaction fees have reduced validator earnings, weakening staking incentives and undermining Ethereum’s token economics. It highlights that Vitalik Buterin has been selling significant amounts of ETH, suggesting insider awareness of these issues. The authors also note competitive threats from Solana, which is gaining developer momentum and institutional adoption. Culper Research concludes that Ethereum’s economic model is broken and maintains a bearish outlook on ETH.

比推03/06 14:28

From Crypto Partners To Alleged Poisoner: A South Korean Business Gone Wrong

bitcoinist02/26 08:32