Researchers mathematically proved that AI will destroy the middle class. They published a terrifying paper modeling what happens to the global economy when artificial general intelligence fully scales. Most people think agi just means a smarter chatbot, better coding assistants, or some temporary job displacement. this paper argues that the fundamental laws of macroeconomics are about to flip forever. Here is the mindblowing part.. In the AGI era, human labor will no longer drive economic growth. at all. Your salary will no longer be determined by your time, your university degree, or the scarcity of your skills. instead, your wage will be priced strictly by the cost of the gpu compute required to replicate your output. If an AI agent running on a server can do your daily tasks for $2 in compute and electricity, your labor value is mathematically capped at $2. This paper outlines a terrifying economic mechanism where "labor income converges to zero." it suggests that if 50% of the human workforce just stopped going to work tomorrow, global gdp wouldn't drop a single percentage point. In fact, the economy would continue to grow exponentially because compute, algorithms, and energy will have fully replaced human labor as the ultimate engine of production. we are watching the death of the traditional economy in real-time.. Society is transitioning from being built on "human capital" to being based entirely on "compute capital." if your skills are easily simulated by a cluster of gpus, your economic leverage is completely gone. humans are basically being priced out of their own economic system by silicon. this is a formal, peer-reviewed economic model from Yale predicting the absolute end of trading time for money.