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yakubov_org commented on Ask HN: Has an LLM Discovered Calculus?    · Posted by u/cobbzilla
yakubov_org · a month ago
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

yakubov_org commented on Waymo Test Ride: first impressions from a Londoner   yakubov.org/blogs/2025-11... · Posted by u/yakubov_org
yakubov_org · a month ago
Author here, happy to answer questions about the experience
yakubov_org commented on Do as Elon Does: Use anime for your AI videos   yakubov.org/blogs/2025-08... · Posted by u/yakubov_org
yakubov_org · 4 months ago
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
yakubov_org commented on Do variable names matter for AI code completion? (2025)   yakubov.org/blogs/2025-07... · Posted by u/yakubov_org
ssalka · 5 months ago
The names of variables impart semantic meaning, which LLMs can pick up on and use as context for determining how variables should behave or be used. Seems obvious to me that `current_temperature` is a superior name to `x` – that is, unless we're doing competitive programming ;)
yakubov_org · 5 months ago
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 ;)
yakubov_org commented on Do variable names matter for AI code completion? (2025)   yakubov.org/blogs/2025-07... · Posted by u/yakubov_org
yakubov_org · 5 months ago
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

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KarmaCake day35March 3, 2025
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