Category: Prompt Engineering
Reasoning Effort Parameter Comparison: Claude vs GPT vs Gemini
By Muhammad Ramzan Aatish The cheapest speed boost in AI development isn’t a faster model, it’s a single parameter most teams set once and never touch again. Every major provider now ships a reasoning effort control: Claude’s effort, GPT-5.6’s reasoning.effort, and Gemini’s thinking_level. They look interchangeable, and they even share the same level names (low,…
Prompt Engineering for AI Research: A Reliable Framework for Evidence-First Articles
By Muhammad Ramzan Aatish What if the most dangerous research prompt is the one that sounds most confident? A model can cite a paper that doesn’t support the sentence it’s attached to. Fuse findings that were never compatible. Present a preprint as settled science. Ship code that runs perfectly while implementing the wrong assumption. Every…
