AI and Creativity
Can a computational process be creative and conscious? Deutsch, Penrose and the question of AGI.
AI
Experiments, projects and study notes on artificial intelligence.
AI in Space
AI data centers in space — a Forbes article co-authored with Tomoko Yokoi on the implications for business leaders.
AI and Domain Knowledge
Without domain knowledge, AI is not particularly useful — lessons from building real projects with MCPs, Claude and Cursor.
HITACHI Sustainability Award
Receiving the Inspiration of the Year Global Award and reflecting on the trajectory of the Energy and AI transition.
Role-based reasoning to Find the Right Company and Generate Clause-by-Clause Reports for Tenders 🗂️
Using Gemini's long context window to match tender requirements with the right company — a Kaggle competition entry.
Machine Learning / AI Notes
Study notes from ETH — neural networks, reinforcement learning, transformers, ML in robotics and AI ethics.
Hitachi Lumada AI
Building a multi-agent framework with LangGraph to exploit Hitachi's combined IT and OT knowledge.
AI, LLM and Energy
A hands-on journey through foundation models, local LLMs, agent frameworks and what they mean for the energy world.