Category: Uncategorised

  • Why deep learning works.

    —

    by

    Dan Petrovic
    in

    Here’s a powerful excerpt from “Deep Learning with Python” by François Chollet”: The nature of generalisation in deep learning has rather little to do with the deep learning models themselves and much to do with the structure of the information in the real world. The input to an MNIST classifier (before preprocessing) is a 28 × 28 array of…

  • How Gemini Selects Results

    How Gemini Selects Results

    —

    by

    Dan Petrovic
    in

    In its own words. Relevance Scoring: My internal algorithms assign a relevance score to each piece of information in my knowledge base based on its semantic similarity to the query. Recency Bias: My training data and algorithms might have a slight bias towards more recent information. Diversity and User Intent: In some cases, I might…