Ahmad M. Osman

GPU Memory Math for LLMs (2026 Edition)
One formula that tells you exactly what fits on your GPU
May 20 • Ahmad M. Osman

January 2026

The Top 26 Essential Papers (+5 Bonus Resources)
For Mastering LLMs and Transformers
Jan 29 • Ahmad M. Osman
Local LLMs, Buy a GPU, and the Case for Cognitive Security
“Cognitive self-defense isn’t optional anymore. It’s the cost of living in a world where the most persuasive minds aren’t human.”
Jan 17 • Ahmad M. Osman

November 2025

The Ultimate DeepResearch Prompt Builder Template and How I Use It
The Exact Prompt Engineering System Powering My DeepResearch Workflows
Nov 5, 2025 • Ahmad M. Osman
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