Category: Logic & Machine

Series of inquiries on the mathematical structures that underpin our understanding of the world, and the intelligent systems, their capabilities, and their limits.

  • What Neural Networks Actually Learn?

    What Neural Networks Actually Learn?

    Modern deep learning violated classical statistical theories by achieving exceptional generalisation despite overparameterization, raising critical questions about theoretical foundations and the underlying mechanics of neural networks.

  • Does Infinity Exist?

    Does Infinity Exist?

    Most people encounter infinity as a symbol ∞ and treat it as shorthand for something very large. The central question this article pursues is not philosophical but scientific: does infinity exist, or is it a tool that mathematics uses to describe reality without being part of reality itself?

  • Computational Imaging – The Modern Microscopy

    Computational Imaging – The Modern Microscopy

    Discover how computational imaging and powerful algorithms are redefining modern microscopy to capture what traditional optics cannot.

  • The Observational Curiosity

    The Observational Curiosity

    How simple observation reveals deep mathematical order, from stacking oranges to uncovering the geometry that shapes our universe.