The parallels are genuine but the differences matter. AI adoption is broader and revenue growth is more substantial than the dot-com era produced at the same stage. OpenAI generated roughly USD 13 billion in revenue in 2025. But investment is still running significantly ahead of profitability, which mirrors the dot-com pattern. The technology is more proven this time. The risk of overinvestment without strategic clarity is equally real.