AI Large Model API Resale Arbitrage Idle-Running Scam - Purchasing API packages for passive income, actually a Ponzi scheme involving illegal business operations

Who Gets Targeted

The victims are mainly ordinary white-collar workers, freelancers, and small business owners who have some internet literacy and a desire to increase their income through side hustles. They have heard of the AI large model craze but do not understand the underlying technology. They are attracted by the promise of 'zero-effort' or 'light-asset' passive income. Their psychological weaknesses lie in a blind worship of technical packaging, a desire for quick money, and the anxiety of missing out on a trend. Scammers precisely exploit this information asymmetry and unfamiliarity with the API resale business model to harvest their savings.

骗局怎么运作

• Scammers post advertisements on major social groups and self-media platforms, claiming that mainstream AI large model API interfaces are hard to come by. They claim that by purchasing an API package on their platform, users can earn high commission spreads by automatically reselling the interface to downstream demanders, achieving 'passive income' while using new technical jargon to gain initial trust.
• They create high-fidelity websites (e.g., 4stoken) and forge authorization documents in the name of well-known AI unicorn companies or institutions. They even forge filing screenshots from official regulatory bodies like the Cyberspace Administration of China, leading victims to believe these are state-supported, compliant AI computing power trading projects, thus encouraging them to invest large amounts of capital.
• They set up different investment tiers such as VIP or Partner levels and introduce multi-generational commission mechanisms. They encourage victims to recruit new members, allowing uplines to take a cut from the investments and 'arbitrage' earnings of their downlines. This motivates participants to transform from mere victims into active accomplices, enabling the rapid expansion of the Ponzi scheme.
• They display fake arbitrage earnings on the victims' dashboards, initially allowing small withdrawals to dispel doubts and induce additional investment. Once the fund pool reaches a certain scale or new capital is insufficient to pay promised interest, they restrict withdrawals or block accounts entirely, citing system upgrades or alleged regulatory violations.
• They hire large numbers of 'water army' (paid shills) in WeChat groups or private live streams to pose as real beneficiaries, posting forged withdrawal screenshots and high-profit statements while blocking all negative feedback. Once the risk of collapse nears, the operators immediately disband the groups, shut down the website, destroy server data, and transfer funds overseas, cutting off all avenues for victims to seek recourse.

红旗信号（看到这些快跑）

• 🚩 Claims that selling AI large model interfaces requires investors to pay a large upfront capital for a subscription package, with promises of fixed high daily returns. This is completely inconsistent with the standard 'pay-as-you-go' business model of legitimate API services.
• 🚩 The profit model relies heavily on recruiting new members and setting up multi-level distribution and referral commission mechanisms, which are typical characteristics of pyramid schemes rather than real technical product trading.
• 🚩 The returns claimed by the platform far exceed reasonable market levels, often boasting monthly returns of over 150% or daily earnings of over 10,000 yuan, using high interest to mask the Ponzi nature of having no underlying real profit-generating assets.
• 🚩 Official website domains often use non-mainstream suffixes, website filing information is falsified, and companies claiming official backing cannot be found in any corporate credit information system with valid authorization documents or business licenses.
• 🚩 Withdrawal rules are changed frequently with harsh thresholds. In the later stages, they frequently restrict user withdrawals citing API call anomalies or regulatory risk control, demanding additional 'security deposits' or 'unfreezing fees' to process withdrawals.

真实案例

• According to reports from the Cyberspace Administration of China, a website was suspected of illegally operating AI large model API interfaces. The platform promised high dividends and idle-running income under the guise of issuing computing power tokens and selling API packages, rapidly collecting money before being investigated for illegal fundraising and pyramid scheme crimes.
• A joint computing center dividend scheme attracted the public to invest capital for 'idle-running' commissions under the guise of computing power hosting, claiming daily dividend settlements. The scam attracted 110,000 members in a short time, with operators stealing over 100 million yuan. They eventually blocked withdrawals citing system maintenance and fled, leaving victims with nothing.
• A quantitative AI wealth management scheme used the lure of over 150% monthly returns from AI stock trading to induce victims to invest funds for automated quantitative arbitrage. One victim invested 1.6 million yuan only to find the funds locked and unwithdrawable. Local public security organs launched an investigation, with the case estimated to involve over 300 million yuan.
• As of March 2025, the Chengyang District Procuratorate in Qingdao, Shandong, prosecuted 116 individuals to the Chengyang District Court for fraud and illegal border crossing. The group was lured by high salaries abroad to participate in telecom fraud dens in northern Myanmar, serving as a typical sample of recent cross-border telecom fraud chains (Source: https://m.jfdaily.com/wx/detail.do?id=909854).
• On April 27, 2026, the Changsha Intermediate People's Court publicly sentenced Liu Mou'an and 15 others for fundraising fraud and illegal absorption of public deposits. The mastermind, Liu Mou'an, was sentenced to life imprisonment. The case involved over 31.4 billion yuan, causing losses of over 6.1 billion yuan, making it one of the largest illegal fundraising criminal cases in recent years (Source: https://www.jingyinlaw.com/news-info.php?classID=4&id=3773).

Official Stance

• In April 2026, the Cyberspace Administration of China reported on the investigation of illegal AI large model API interface operations, warning the public to be vigilant against various illegal financial activities disguised as new AI technologies.
• In August 2026, People's Daily Online issued a risk warning regarding illegal financial activities involving virtual currencies, specifically naming new illegal fundraising models that use AI, computing power, and virtual currencies for hype and arbitrage.
• In June 2026, CCTV's 'Rule of Law Online' column exposed pyramid schemes disguised as digital transformation and AI large model technologies, calling on the public to strengthen identification and prevention and to avoid participating in recruitment-based rebate models.

How to Protect Yourself

• ✅ When encountering so-called AI arbitrage or API idle-running dividend projects, always verify corporate qualifications and official authorization documents. Cross-verify through official channels and never blindly trust screenshots of certificates provided by the platform itself.
• ✅ Any AI-based wealth management project that promises high returns, 'passive income,' or guaranteed principal and interest is highly likely to be a Ponzi scheme. Investors should view high-interest lures rationally and refuse to invest any capital.
• ✅ If you discover that the profit model involves paying for membership, recruiting downlines, or multi-level commissions, stop participating immediately. Save chat records, transfer vouchers, and website information, and report them to public security organs.
• ✅ Avoid platforms that cite new concepts like computing power, big data, or AI interfaces but cannot explain the basic operational logic. Avoid falling into Ponzi schemes wrapped in new technical jargon to protect your personal property.