Where the goblins came from

GPT-5 has exhibited controversial behaviors attributed to developments in AI models. The root causes include the training data and adjustments made to the models. These behaviors, termed 'goblin outputs', are unexpected responses that can impact user experience. A timeline of GPT-5's evolution helps analyze this phenomenon. Addressing these behaviors requires effective strategies to enhance performance and avoid errors. This is crucial for developers and decision-makers in AI to ensure the reliability of future models.