Why Tech Professionals Fail When Transitioning Into AI. Many software engineers struggle when moving into AI because AI systems are probabilistic, not deterministic. Traditional software gives predictable outputs. AI models can shift, drift, and fail silently in production. In this video, I explain the biggest AI career transition mistakes: treating AI like just another framework, prioritizing flashy demos over proper evaluation, and confusing prompting with real AI engineering. If you want to b