Beyond Code Generation: The Critical Need for AI Output Validation

Even if AI-generated code runs without errors, subtle data shifting or formatting issues can lead to fundamentally flawed analysis. This case emphasizes that the future of AI data tools lies in logical consistency checks and human-in-the-loop verification rather than just successful code execution.