Index – FR.ANCKALBI.NET

The Seed of Attention: SVD Through Compatible Feature Maps

Linear Algebra

LLMs

Kernel Methods

Sustainable AI

Primal Attention

One matrix, two data sources, and a compatibility condition that quietly foreshadows attention

Ridges and Thalwegs: The Landscape of Competing Forces

Linear Algebra

LLMs

Kernel Methods

LS-SVM

Primal Attention

PCA through the LS-SVM lens, preparing the path to SVD and beyond

SVD Through Variational Principles: From Geometry to the Classical Formulation

Linear Algebra

LLMs

Kernel Methods

Sustainable AI

Primal Attention

Understanding what matrices do to space, and how SVD emerges from finding maximally coupled directions

What Decision-Makers Need to Know About AI Training

LLMs

General-Audience

Cutting Through the Hype to Understand the Capabilities You’re Actually Getting

Why LLMs Can Actually Judge Other LLMs (And It’s Not Cheating)

LLMs

Evals

Statistics

The statistical foundation that makes LLM-as-Judge evaluation rigorous.

Building Better RAG Evaluations

RAG

LLMs

Evals

Radioactivity

Systematic Approach to Synthetic Question Generation for Marine Radioactivity Research

Building a RAG System for IAEA’s Marine Radioactivity Database - Part 1

RAG

Radioactivity

Our journey implementing retrieval-augmented generation to make specialized scientific knowledge accessible to everyone

A Decade of DSS4NAFA

Nuclear Emergency Response

Decision Making System

Protecting Our Food After Nuclear Emergencies