You’re Using Gemini 3 Like It’s GPT-4. That’s Why It’s Failing.

Author(s): Adham Khaled Originally published on Towards AI. Stop fighting the world’s smartest model. Here is the new manual for the “Post-Vibe” era of AI. There is a paradox happening in the AI world right now. Made by authorThe article discusses the contrast between the actual performance of Gemini 3 and public perception, indicating that while it achieves high scores in benchmarks, user experiences tend to highlight issues such as hallucinations and confusion in responses. The author emphasizes that many users misunderstand the model’s requirements for effective prompting, suggesting a shift from the old methods of prompting to more structured, specific prompts, particularly using XML to improve adherence to user instructions. The article provides detailed guidance on common mistakes users make and suggests strategies to enhance performance, ultimately encouraging readers to adapt their approach to better utilize Gemini 3’s capabilities. Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor. Published via Towards AI