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The AI industry has catastrophic concentration risk: 70% of hyperscaler AI revenue comes from Anthropic and OpenAI alone, and if either fails, the United States would enter a recession overnight.
Cisco’s revenue growth accelerated from a guided 5% to 18% in the latest quarter, and its fiscal 2027 guidance calls for 15% growth at the midpoint.
Recursive learning has shifted AI training from roughly 90 percent human-taught to about 50-50 in less than a year, and current trend lines point toward 90 percent machine-taught.
There is no gap between AI hype and reality, because businesses that do not use large language models and agents are already falling behind.