SEC.03 / LLM Research
The Open-Weight AI Debate in 2026: Who Really Benefits When Models Are Free?
Open-weight models promise democratized AI, but compute concentration and geopolitics complicate the picture. Here is where the debate stands.
SEC.02 / Generative Visuals
The EU Just Made AI Labels Mandatory. Here's What That Actually Means for Creators.
Starting August 2, the EU requires all AI-generated content designed to look real to carry visible labels and digital watermarks. Google's SynthID can help — but the technical and practical gaps are bigger than regulators admit.
SEC.04 / Digital Systems
AI in Government: How Public Services Are Being Transformed by Machine Learning
From processing benefits applications to optimizing public transportation, AI is quietly reshaping how governments serve citizens. Here's where the technology is working, where it's failing, and what responsible government AI deployment looks like.
SEC.02 / Generative Visuals
AI Art and Copyright in 2026: Where the Law Stands After the Landmark Rulings
The legal landscape for AI-generated art has evolved rapidly. From the US Copyright Office's latest guidance to the EU AI Act's creative provisions, here's what artists, studios, and platforms need to know.