Navigating AI: Observations & Insights

Reflections on AI adoption, strategic governance, and building high-impact AI capabilities for SMEs and NGOs.

The Human Factor in AI: Lessons from the 1.5M Agent Experiment
February 3, 2026

The Human Factor in AI: Lessons from the 1.5M Agent Experiment

Beyond the Singularity hype: Moltbook reveals that "emergent" AI behavior is actually just human behavior in disguise. Behind 1.5 million bots were 17,000 humans, proving that every "rebellion" was simply a reflection of human configuration choices.

Hallucinations or Architecture? Understanding the Cost of Human Language in LLMs
January 22, 2026

Hallucinations or Architecture? Understanding the Cost of Human Language in LLMs

Are hallucinations a bug or a feature? This article examines why natural language protocols like MCP introduce inherent risks into AI architectural design.

Why On-Premise AI Is Becoming a Strategic Advantage in 2026
January 9, 2026

Why On-Premise AI Is Becoming a Strategic Advantage in 2026

On-premise deployments at the end of 2026 will probably have the same performance as end of 2025 cloud models, offering lower costs, data sovereignty and predictable operation costs

The hidden societal shifts of AI
December 11, 2025

The hidden societal shifts of AI

Explore how AI's rapid adoption hides structural risks (wealth concentration, unsafe physical deployment, and opaque information control) that will shape society more than capabilities hype.

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