Analysis
This article highlights a valuable lesson: while AI can be a helpful tool, especially with Generative AI, it's not a magic bullet. True breakthroughs in complex fields, like this high-difficulty R&D project, often require a deep understanding of fundamental principles and a focus on core knowledge.
Key Takeaways
- •Initial attempts relied on Generative AI and prompt engineering, but ultimately failed.
- •Success came after discarding superficial approaches and focusing on foundational knowledge.
- •The project achieved industry-leading results after the shift in methodology.
Reference / Citation
View Original"From there I discarded all "Vibe." I faced formulas and papers head-on, returning to fundamental studies. From that moment, the graph's accuracy began to climb in steps, and eventually reached the industry's highest..."