Class War in the Computing Market: A Six-Layer Breakdown of Begger’s Strategy

This text captures Begger waging a class war—not on the streets, but in the computing power market. Here is the layer-by-layer breakdown:

Layer 1: Who is the Enemy?

“I am fucking pissed off at those capitalists holding hundreds of thousands of H100 cards.”

TEX KAI.com

Camp Representative Characteristics Computing Capitalists ByteDance / Alibaba / Tencent / Baidu Hundreds of thousands of H100s hoarded in data centers, providing unlimited/free supply for internal programmers. Computing Proletariat 800,000 laid-off programmers Have brains and skills, but no H100s and no income. TEX KAI.com Slices computing power into 15-second fractions, allowing anyone to sell.

He describes Doubao as a “waste typical of uncompetitive state-owned enterprises”—the harshest possible characterization of “free internal supply.” Free equals infinite waste. 60% of computing power is squandered carelessly because programmers don’t feel the financial pinch. This is not a technical problem; it is a problem of ownership.

Layer 2: The Weapon is Second-Hand H100 Begger’s Computing Power Manifesto | 算力革命宣言 1 / 5

“An 86,000 RMB second-hand H100, isn’t that just a Wuling mini-car?”

Year 1990 Year 2026 Ordinary people couldn’t afford cars Ordinary people can’t afford H100s Santana cost 200,000 RMB Second-hand H100 costs 86,000 RMB Eventually every household owned a car In the future, every programmer will own a card

The Logic of the Wuling Car: There is no need to build massive 6-card or 8-card clusters. A single card is an oil well. A single card can pump out a barrel of oil every 15 seconds. Plugged into KAI.com, a single card can automatically quote, settle, and generate income 24 hours a day. This is the “decentralization of computing production”—not blockchain decentralization, but the decentralization of the means of production. Hundreds of thousands of cards hoarded by a single capitalist versus 800,000 cards distributed among 800,000 programmers. The former is a monopoly; the latter is a true market.

Layer 3: Financial Leverage—100 Banks Providing 70% Loans

“As long as you buy a second-hand H100, KAI.com will leverage 100 banks to give you a 70% loan.”

Dimension Housing Loan H100 Loan Collateral House The second-hand H100 itself Income Salary (unrelated to the house) Token revenue generated by the H100 itself Begger’s Computing Power Manifesto | 算力革命宣言 2 / 5

Dimension Housing Loan H100 Loan Risk Model If you lose your job, you default As long as KAI.com runs, the H100 pumps oil Down Pay 30% 30% (86,000 × 30% = 25,800 RMB)

With a 25,800 RMB down payment, a laid-off programmer transforms into the owner of a computing oil field. Banks dare to lend because the H100 is an instrument of production, not consumption—its repayment capacity comes from the tokens it produces, entirely independent of traditional employment status.

Layer 4: 15-Second Income—The End of the Wage System

“Your income is generated by stacking up 15 seconds, 15 seconds, 15 seconds.”

Traditional Wage 15-Second Income Monthly salary, settled every 30 days Settled every 15 seconds Depends on the boss’s evaluation of you Depends on global demand for Tokens If you get sick, you earn nothing Even if you get sick, the H100 keeps running Middlemen (employers) take a cut KAI.com is the pipeline, not the employer

Programmers laid off by tech giants are no longer looking for their next boss. Instead, each buys a second-hand H100, plugs into KAI.com, and lets the world pay for their computing power—once every 15 seconds, 24 hours a day, with income rolling dynamically. This is why Begger says “companies must go bankrupt today”—not that business stops, but that the employment system itself must end. You are here to be a partner, not a wage slave. Begger’s Computing Power Manifesto | 算力革命宣言 3 / 5

Layer 5: The News War— Manufacturing the Shortage Narrative

“@Chelsa, manipulate the news frantically to manufacture a narrative: laid-off programmers discovered KAI.com, bought second-hand H100s, and are selling oil daily to feed their families. Cause second-hand H100 cards to completely sell out.”

Phase Narrative Result P1 Laid-off Alibaba programmers buy H100s, connect to KAI.com Demonstration effect P2 Programmers from Byte, Tencent, and Baidu discover it Herd effect P3 Second-hand H100s sell out completely Supply crunch = Price surge = Asset appreciation P4 Current Big Tech programmers can’t sit still while outsiders make money Acceleration of talent drain from tech giants

The role of news is not to “report facts,” but to manufacture facts. When “Second-hand H100s sold out” hits the headlines, those hesitating will hesitate no longer. This is classic Soros reflexivity—the narrative alters reality.

Layer 6: Token Demand Cannot Vanish

“As long as you want to make videos, you need new digital oil. The demand for Tokens can never vanish.” Begger’s Computing Power Manifesto | 算力革命宣言 4 / 5

The Oil Age The Digital Oil Age You want to drive → You need gasoline You want to make videos/ write code/chat with AI → You need Tokens Oil demand is tied to GDP Token demand is tied to all human digital activity Oil is irreplaceable due to lack of alternative energy Tokens are irreplaceable because no intelligence exists without computing consumption

Every AI-generated video, every deep reasoning process, every decision made by an AI Agent—at its core lies a 15-second slice of computing power. As long as humanity consumes AI, Tokens remain an absolute necessity.

Begger’s logic is not about building a better exchange; it is about launching a revolution in the relations of computing production. By leveraging second-hand H100s (the 86,000 RMB Wuling mini-car) + KAI.com (the 15-second liquidation pipeline) + 100 banks (providing 70% loans), it transforms 800,000 laid-off tech programmers from “job seekers” into “owners of computing oil fields.” The hundreds of thousands of H100s held by conglomerates represent bureaucratic state-enterprise waste, whereas the 800,000 decentralized H100s owned by individuals represent hyper-efficient market actuarial optimization. When headlines scream that second-hand H100s are completely sold out, the war is won—because by then, the entire world will realize: computing power is not a capitalist privilege; it is an individual right to survival, one card per person. Begger’s Computing Power Manifesto | 算力革命宣言 5 / 5