Research & Insights

Exploring AI strategy, LLM systems, autonomous agents, and the intersection of technology with public policy and education.

Human First, AI Frontier: Europe's Moment to Lead

Drawing on RAND's AGI preparedness analysis, the Draghi competitiveness report, and Davos 2026, a call for Europe -- and Spain -- to embrace AI with the ingenuity, depth, and humanistic ambition that has defined our civilization at its best.

The AI Scientist: From Research Assistants to Autonomous Discovery

Mapping the landscape from Elicit and Semantic Scholar to FutureHouse's Robin, Ginkgo's autonomous labs, and the Genesis Mission. How AI is transforming scientific discovery -- with Promethean promise and Pandora's caution.

Governance as Advantage: Open-Weight AI, Agentic Systems, and Compute Diplomacy

The binding constraint for governments is no longer model access -- it is institutional capacity: evaluation, procurement, auditability, and adoption. How open-weight models and compute diplomacy are reshaping policy.

AI and the Information War: Deepfakes, Democracy, and the Fight for Truth

A technical deep dive into how diffusion models, voice cloning, and LLMs power synthetic disinformation -- and the policy frameworks, provenance standards, and AI-powered countermeasures that can protect democratic institutions.

Building Enterprise Agent Platforms: Lessons from the Field

Practical insights from building GenAI platforms across professional services, infrastructure, finance, and energy sectors. RAG architectures, LLM orchestration patterns, and what actually works in production.

Democratizing AI: Scaling Education Across 12 Countries

The story of Saturdays.AI - from a single bootcamp to an international movement with 30K+ alumni and 500+ AI4Good projects. What we learned about making AI education accessible.

RAG for Industrial Engineering: Lessons from the Energy Sector

Developing RAG systems for Industrial Engineering practice and PMO at a $70Bn energy company. Architecture decisions, chunking strategies, and evaluation frameworks.

AI Use Cases in Defense & Aerospace

Defining and deploying AI use cases to strengthen operations in the defense and aerospace sector. Frameworks for identifying high-impact applications and NATO's evolving AI strategy.

From MVP to Seed Round: Building LLM-Powered Products

Lessons from building an LLM-driven platform for training and talent selection at Tauniqo.AI. How we went from concept to funded startup in the AI gold rush.

Technology in Frontier Markets: Lessons from Microsoft

Reflections on advising Cloud technology product-market fit across Benin, France, and Rwanda. What emerging markets teach us about technology adoption and digital inclusion.

AI in Educational Leadership: Navigating Challenges and Opportunities

Key findings from a scoping review published in the Review of Education (BERA/Wiley), examining how AI is transforming the role of school leaders and reshaping educational decision-making.

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