Hamelberg AIBy Kedma Hamelberg, PhD ↗

Research · News · Human impact

Understand AI.
Keep people in view.

Explore AI and its impact: follow the evidence with the Observatory, read the stories with The Brief, and examine European security narratives with the Monitor.

Explore the evidence

AI Empowerment
Observatory

A public research platform tracking what AI developments mean for human capability, creativity, autonomy, rights and control. Explore the weekly evidence and the sources behind it.

Explore the Observatory ↗Read the methodology

Read the stories

The Brief

AI news from the United States, Canada, the United Kingdom, France and China, explained in plain language. Follow the original sources, discover research, and pause with art, words and music.

Read The Brief ↗About The Brief

Applied AI · European security

European Security Monitor

Using AI to monitor defence, sovereignty and information-influence narratives in European video content. Explore the topics, audience responses and engagement in a weekly sample, with transcript-based classifications and human quality checks.

Explore the Monitor ↗

Founded and developed by Kedma Hamelberg, PhD — researcher, AI systems builder and educator connecting evidence with decisions for business, communication and society.