Here you can find all my articles: small research projects, software development and business, or anything else.
Author: Atanas Tonchev
An AI-powered tool for semantic search and topic analysis across nearly 370,000 speeches from Bulgarian parliamentary sessions, using LLM embeddings and vector search.
7/23/2026
5 minute read
A research project combining NLP, vector embeddings, and graph analysis to trace how far-right metapolitical narratives spread through Orthodox Christian online content, with a working dashboard at orthosphere.ai-tonchev.com.
6/23/2026
8 minute read
Introducing Orthosphere, an AI-powered research dashboard that maps far-right normalization in Orthodox Christian online spaces using web scraping, LLM embeddings, and graph analysis.
6/14/2026
6 minute read
This is the first article from a series detailing my work on a large-scale qualitative analysis tool I developed.
5/21/2026
AI slop, or the endless stream of meaningless AI-generated content that seems to plague the modern Internet, is treatening to 'kill' online communication. This post offers a new way we can use the powers of AI to concentrate content rather than bloat it.
6/13/2025
What is the difference between AI and LLM? Nothing and everything. This blogpost explores two major ways of understanding what Large Language Models are and what they are meant to become.
