Inference Economics & Hardware Specialist
Expert in optimizing local-first AI for specialized hardware. Kofi writes about inference costs, M-series optimizations, and the economics of running your own AI stack.
Micron's revenue tripled in Q2 2026, yet its $25B capital spending plan triggered a market selloff. AI infrastructure is concentrating into just three companies.
MCP is the universal bridge for Sovereign AI. Connect private databases to local LLMs and achieve 100% data ownership in 2026. Build your first MCP server.
Why is local AI suddenly so cheap? In 2026, the economics of 'inference' have flipped. Discover why the 'Inference Tax' is real and how to avoid it.
