Anttivuoriainen.com

Antti Vuoriainen

PhD researcher who ships. I help teams build with AI: consulting, builds, and hands-on workshops from Finland.

PhD researcherAI workshops for teams across FinlandResearcher in Residence at HerizonSee the full background

Latest

EventAug 18, 2026
ECER 2026 – European Conference on Educational Research
One of the largest annual educational research conferences in Europe. I'm presenting our work on higher education–industry collaboration.
Eventin 4 days
Cursor Mini Summer Hackathon Helsinki
A relaxed afternoon hackathon building AI-assisted projects, then presenting them in mini demos. For developers, founders, and builders of any level. I'm joining to build alongside the community.
Blogyesterday
How a language model actually works: one trick, taken very far
Underneath the chat window, a language model does one thing: guess the next token. How that single trick, scaled far enough, turns into something you can talk to, and the honest argument over whether any of it counts as understanding.
BlogJul 3, 2026
Spotting AI hallucinations: a practical checklist
How to catch confident-but-wrong AI output before it bites you. A short, practical checklist plus the reason hallucinations happen in the first place.
BlogJun 27, 2026
A few ways Claude actually fits into research
Concrete ways an AI agent like Claude fits into a research workflow today: auditable literature work, pipelines with built-in human stop-gates, and where agents still fall short.