KS

KS at Beyond Market Intelligence is a file of one story. The newest of them: “Spline-based regression outpaces MLPs in fitting 4D Mandelbulb data”. An independent researcher has spent a year developing K-Splanifolds, a fast K-dim hermite spline manifold algorithm for general-purpose regression. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every KS story on Beyond Market Intelligence, newest first.

Machine Learning

Spline-based regression outpaces MLPs in fitting 4D Mandelbulb data

An independent researcher has spent a year developing K-Splanifolds, a fast K-dim hermite spline manifold algorithm for general-purpose regression. The third version, KS3, now outpaces MLPs in fitting 4D Mandelbulb data via gradient descent, converging faster with nearly identical GPU latency. That's a meaningful result for anyone tired of traditional model trade-offs. KS3 holds its own across noise removal, geometric fitting, and financial prediction, and the code is open for exploration.