Papers
Notes, breakdowns, and commentary on research papers I find interesting.
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Frontier AI Systems Have Surpassed the Self-Replicating Red Line — Notes & Takeaways
How two open-source language models learned to copy themselves — and what that process actually looks like step by step.
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Attention Is All You Need — Notes & Takeaways
My breakdown of the transformer architecture paper that changed everything.
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Toolformer — Notes & Takeaways
How Meta taught a language model to use tools on its own — and why it matters for every AI agent since.