@theahmadosman

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23 May 2026 20h03

Get a fourth RTX PRO 6000 so you can run TP=4, you’ll have a lot more options and flexibility that way

Memo: Open-source AI will win

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23 May 2026 11h14

MEMO INCOMING re: Sovereign Intelligence Opensource AI WILL WIN x.com/TheAhmadOsman/…

Opensource AI Will Win: A Memo on Sovereign Intelligence

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23 May 2026 10h47

MEMO INCOMING re: Sovereign Intelligence Opensource AI WILL WIN

Free online book covers LLM concepts for all backgrounds

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23 May 2026 5h08

UNBELIEVABLE RESOURCE The bible for understanding LLMs is NOW AVAILABLE online to read (FOR FREE) Covers all the concepts below, no experience needed and anyone from any background can understand it – Tokens / Tokenizers
– Transformers
– Attention
– KV Cache
– Prefill vs

Run local air-gapped models to avoid data center risks

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23 May 2026 4h43

Bruh, just run the model locally in an air-gapped server access w/ those Chinese models and you'll be fine since there is no internet connection Sending your life to a data center that someone controls IS NOT okay

Apology and warning: learn local LLMs to avoid rug pulls

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23 May 2026 4h34

I am sorry man, I keep telling people they must learn how to run LLMs locally and be ready to get rugpulled at any moment by these companies

Opensource AI needed to prevent financial leaks and dystopian future

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23 May 2026 2h46

Leaks and court cases showing people's finances will be a normal thing in this dystopian future of theirs That's why Opensource AI MUST WIN

Free online LLM bible: Understand ChatGPT, run models at home, future AI careers

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23 May 2026 2h07

DROP EVERYTHING The bible for how LLMs work is now available online to read FOR FREE This is for you if you: – Want to run these LLMs at home on your hardware?
– Want to understand how ChatGPT works?
– Want to work at an AI Lab in the future? Covers all the concepts from