Insights

Articles, research, news and events from Mycel

Agentpower

The unit of cognitive work output for the AI age — definition, AP ratio, economics, and interactive calculator.

WhitepapersMarch 14, 2026

The Full AI Stack — India, Europe, and the Race to Build a Third Force

The infrastructure for AI-driven work exists. The question is who controls the stack. This white paper maps the full seven-layer AI stack, assesses India's AI momentum and Europe's complementary strengths, and makes the case for a third force in global AI built not by outspending the superpowers, but by out-connecting them.

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ArticlesAugust 23, 2026

India, Europe, and the Race to Build a Third Force in Global AI

India now has sovereign foundation models trained from scratch on 22 Indian languages, 38,000+ GPUs, and the fastest-growing AI hiring rate in the world. Europe has ASML, the AI Act, and €95.5B in research funding. Neither the US nor China has any incentive to connect them. That's exactly the opportunity.

ArticlesMarch 11, 2026

The Seven Layers of AI: Why Geopolitics Follows Architecture

Who controls AI isn't decided by which country has the best model. It's decided by who owns the energy, the chips, the data, the orchestration, and the governance layer above it all. A seven-layer map of the full AI stack — and where the real chokepoints sit.

ArticlesMarch 5, 2026

Work-as-a-Service (WaaS): When AI Stops Being Software and Starts Being Labor

Enterprises spent €31.4 billion on generative AI in 2025 — up 3.2× year-over-year — and 95% reported no measurable P&L impact. The problem isn't the models. It's that we're still buying AI like software while the market is quietly repricing it as labor.

AnnouncementsMarch 1, 2026

Cultivating Intelligent Transformation: Our Vision for an AI-Native Future

Lasting AI transformation demands more than algorithms. Mycel builds ethical, AI-native systems, grounded in systems thinking and focused on measurable outcomes across research, business, and municipalities.