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Komninos Chatzipapas
Author

Komninos Chatzipapas

Founder & AI Developer

Komninos Chatzipapas is the founder of Orion AI Software, where he helps businesses turn emerging AI capabilities into useful software. His work focuses on practical AI systems, open-source models, automation, and the operational decisions that make AI reliable in production.

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Articles by Komninos Chatzipapas

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AI Agents

AI Agents Need a P&L, Not a Prompt

The useful question is not whether an agent can complete a demo. It is whether the agent owns a measurable business outcome and can improve it without creating hidden operational risk.

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Open Source AI

Open-Source AI Is a Control Layer

Open-source models are not just a cheaper replacement for API calls. Their real advantage is control over latency, data, product behavior, and the pace of experimentation.

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AI Reliability

AI Summaries Are Product Risk

Summarization looks harmless because it feels like compression. In reality, it is a product surface where small hallucinations can become business, legal, and trust failures.