Beyond the Hype: Why Current AI Development is Creating More Problems Than Solutions

Beyond the Hype is a field report from an AI practitioner revealing how current AI development, despite notable successes, often creates more problems than it solves. The book highlights a widening gap between AI’s promises and its real-world performance in sectors like healthcare, aviation, education, and smart cities. It identifies three core issues: optimization without understanding, human-AI integration failure, and systemic complexity amplification. Real-world examples show unintended consequences such as skill atrophy, bias reinforcement, dependency, and social inequality. The author critiques the industry’s focus on benchmarks and hype over long-term human impact. Finally, it calls for a shift toward problem-first, human-centered, and transparent AI development.