yakubov_org

Betteridge's law of headlines states: "Any headline that ends in a question mark can be answered by the word no."

For example: "Has Science Found the Fountain of Youth?" -> No

So, answering your question, it's a resounding no

Author here, happy to answer questions about the experience

Tried local video generation using Wan2.2 5B. Struggled with photorealistic portrayal. Thought of Elon and that he decided to use anime for his avatar companions on X - so anime worked wonders, more details in my blogpost: https://yakubov.org/blogs/2025-08-09-ai-video-generation

My first hypothesis was that shorter variable names would use fewer tokens and be better for context utilisation and inference speed. I would expand your competitive programming angle to the obfuscated C challenge ;)

When GitHub Copilot suggests your next line of code, does it matter whether your variables are named "current_temperature" or just "x"?

I ran an experiment to find out, testing 8 different AI models on 500 Python code samples across 7 naming styles. The results suggest that descriptive variable names do help AI code completion.

Full paper: https://www.researchsquare.com/article/rs-7180885/v1