President Donald Trump’s AI pledge claims the nation will be transformed by AI. The federal push echoes past cybersecurity warnings that technology can outpace regulation. Industry leaders see a pattern of hype and delayed safeguards. Practitioners must evaluate government AI projects for realistic timelines and robust security, as cautionary tales warn that unchecked AI adoption can expose vulnerabilities.