Technology · Governance · Building

Mehran Ziabary

Full legal name: Seyed Mohammad Mohammadzadeh Ziabary

Technology executive and AI researcher focused on systems architecture, organisational decision-making and technology governance.

Chair, AI & Data Science CommissionTehran ICT Guild Organization

Co-founder and CEOTargoman Intelligent Processing

Vice President of TechnologyAI Export Facilitators (Hoomas)

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Mehran Ziabary — **More than 28 years of experience**From electronics and robotics to network security, AI and technology governance

01 / Thought

Every technology springs from a philosophy: a way of seeing the problem, the human being, agency and responsibility. Using technology without understanding these deeper layers, however complex or expensive it may be, ultimately amounts to little more than playing with new tools.

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Essays & field notes

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AI infrastructure

Published 19 September 2026 · 18 min

Where does GPU confidential computing overhead come from?

Why does one confidential B200 inference stack lose 39% of throughput while another incurs only a few percent? A close reading of the measurements: command submission, PCIe, encrypted NVLink and the serving software. Read article →

Language models

Published 15 September 2026 · Updated 19 September 2026 · 13 min

Ollama, vLLM, SGLang or llama.cpp: choosing an inference engine

How scheduling, KV cache, model formats and operational controls change the choice of inference engine, with a worked memory example and a reproducible comparison method. Read article →

Security

Published 18 September 2026 · 24 min

ZTAI for autonomous agents: bounded authority throughout execution

Removing direct human access to confidential data must not hand unlimited authority to an agent. How can task permissions, RAG, memory, MCP, tool execution, shutdown and independent evaluation keep that authority bounded and testable? Read article →

Map of interests