Street art on a concrete wall in Helsinki reading:

What We Talk About When We Talk About GenAI Ethics

The conversation about ethical GenAI use has grown enormously. So has our ability to feel…


Helsinki – Live Public Traffic

A live map tracking Helsinki metro, trams and ferries in real time, built on HSL's open Digitransit…


Urban traffic scene in Helsinki with cyclists and vans between residential buildings

Helsinki traffic accident map

Interactive Helsinki traffic accident hotspots map (2000–2024), built from open city data. Explore…


Seun Kuti & Egypt 80

Seun Kuti & Egypt 80 performing at Huvila during Helsinki Festival 2008 – a night of Afrobeat in…


Mustankivenpuisto - Vuosaari

Winter 2026

Snowy winter 2026 photo series from Helsinki’s Vuosaari and adjacent islands including Kruunuvuori…


some impressions from December 2025

Aerial views of Vuosaari - December 2025 +


Dr. Shafika Isaacs, speaker at OEB 2025 discussing human-centred AI in education.

Human-Centred AI at OEB 2025

My first OEB presentation and panel explored how GenAI can support coherent, human-centred learning…


YT- Feature image

Unleashing LLM on YouTube

Pulling transcripts from YouTube videos and feeding them into a local LLM turned passive watching…


From PDFs to Conversations: Testing GPT4All’s LocalDocs

Large language models are often used as cloud services, but there is a growing case for running…


The Baltics by train

The Baltics by train: A slow family journey across Estonia, Latvia, and Lithuania Three cities,…


People protesting - 22.3.2022, in front of the Finnish Parliament

Building a Civic-Scale Threat Monitoring Tool — With No-Code + AI + Coffee

What started as a simple thought — "How do I assess the actual threat level in these current…


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