What Would a Citizen Control Panel for Government Data Actually Require?
Government data control requires more than a dashboard. It must reveal sources, access and decisions, then carry corrections and appeals through every affected service.
From Textbook to Personal Research Tutor: How LLMs Can Transform the Learning of Advanced Physics
How large language models can create adaptive physics courses, generate responsive exercises, and organize a personal scientific knowledge database—without replacing verification, mathematical discipline, or human judgment.
How to Build an LLM-Controlled Knowledge Database for Learning Advanced Physics
A practical architecture for using LLMs to create tailored physics courses, manage a personal knowledge base, retrieve scientific concepts, and safely control the underlying database.
When Government Knocks First: The Rise of Event-Driven Public Services
What if the birth of a child, a lost job or a move automatically brought the right public services to you? Event-driven government promises less bureaucracy—but raises profound questions about…
The Great AI Disconnect: Why Enterprise “Magic Buttons” Don’t Work
Why do so many companies fail to deploy AI, and is it because employees are using it wrong? A look into the data, strategy, and human barriers stunting the AI…
The path to the singularity
The emergence of Large Language Models (LLMs) has ignited considerable excitement across various technological domains, and software development is no exception 1. These sophisticated AI systems, trained on vast datasets…