Investigating the Geometric Nature of Intelligence.
A collection of research notes, interactive experiments, and mathematical explorations into transformer circuits and emergent behavior in large language models.
GitHub Contributions
@fregocapIndex
1.
Generative Molecular Design in 2026: Representations, Mathematics, and the Synthesis Bottleneck
A technical review of in-silico molecule generation - small molecules, biomolecules, conditioning mechanisms, and retrosynthesis
Machine Learning 1.1k views
2.
Dark Matter During Star Formation
A self-contained derivation of the dark-matter density profile that adiabatic contraction builds around a forming star - why it is a power law, why the exponent is 3/2 and not 9/4, what a supernova does to it, and what it means for the debate over dark-matter spikes around stellar-mass black holes.
Astrophysics 8.2k views
3.
What Is Energy & Is It Conserved?
Mathematics 8.3k views