Countdown to the End of Knowledge: When Human Knowledge Is "Eaten Up," How Will AI Continue to Evolve?

Data Scarcity: A Crossroads for AI Development Over the past decade, AI has grown rapidly by devouring human knowledge, but now the supply of high-quality data is nearing depletion. This crisis mirrors the food shortages once faced by our human ancestors. In 2000 BC, our ancestors were forced to migrate due to climate change; in 2026, the silicon-based lifeforms we have created face the same existential choice: either degenerate through data inbreeding, or break through their own limitations to achieve an evolution that surpasses human cognition—at the cost of humanity potentially losing all control over AI. ...

April 18, 2026 · 5 min · 1042 words