Why your brain is 3 milion more times efficient than GPT-4 - dead simple introduction to Embeddings, HNSW, ANNS, Vector Databases and their comparison based on experience from production project
grski.pl
Wild ramblings, raport from the field about choosing Vector Database for a particular project and a little bit of a rant about the current state of AI and how it's perceived, why human brains are a wonder of nature, and why it's far from 'thinking' and 'consciousness'.
  • bartolomeo@suppo.fi
    2·
    7 months ago

    Edit: numbers are off by 1000 as I used calories instead of kilocalories to calculate brain energy expense.

    Corrected:

    human brains are 1.44x more efficient during training and 0.128x (or 8x less efficient) during inference.

    Oops lol