It’s almost as if nuance and context matters.

How much energy does a human use to write a Wikipedia article? Now also measure the accuracy and completeness of the article.

Now do the same for AI.

Objective metrics are what is missing, because much of what we hear is “phd-level inference” and it’s still just a statistical, probabilistic generator.

https://www.pcmag.com/news/with-gpt-5-openai-promises-access-to-phd-level-ai-expertise

lol, I have llama.cpp and ollama setup on a separate pc just so I can understand and discuss from experience.

Tangible value, not just a black box that might give you what you want