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Thoughts on AI, Venture Building, and the future of work.

2026-06-16

Low Cost, High Accuracy Solution Against Low Relevance in RAG Pipelines - A Case for Semantic Abstraction Layers

I have bypassed the scaling limitations of standard Retrieval-Augmented Generation (RAG) by inserting a semantic abstraction layer that is a living taxonomy....

2026-01-10

Model Drift: Are Large Language Models Getting “Dumber” Over Time?

With ChatGPT entering our lives in November 2022 and the diversification of LLM providers, a new Large Language Model (LLM) enters our lives at increasingly...

2025-12-27

A New Era in Turkey's Artificial Intelligence Strategy and the Rise of "GovTech"

The decisions published in the Official Gazette today mark a milestone in Turkey's digital transformation. As an entrepreneur developing artificial...

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