Thinking on AI
Infrastructure
Practical and strategic perspectives on sovereign AI, agentic systems, enterprise deployment, and the future of autonomous enterprise infrastructure.
Why Sovereign AI Is the Next Competitive Moat
As enterprises increasingly rely on AI, the question of who controls the intelligence layer will define competitive advantage for the next decade.
Five Multi-Agent Orchestration Patterns for Enterprise AI
From hierarchical planning to peer-to-peer coordination, the architecture of your agent network determines the ceiling of what's possible.
The Enterprise Guide to LLM Quantization in Production
A practical framework for choosing between INT4, INT8, and FP16 quantization across different use cases, hardware, and quality requirements.
RAG vs Fine-Tuning: When to Use Which (and When to Use Both)
The debate between retrieval and parametric knowledge is often framed as a binary choice. Enterprise reality is more nuanced.
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Monthly insights on sovereign AI, agentic systems, and infrastructure strategy.