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Stay updated with my latest insights and projects.
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Stay updated with my latest insights and projects.

From Exfiltration to Evolution: How Model Distillation Could Shape the Future of AI
Jan 29, 2025 | 4 min read
Explore the DeepSeek hypothesis: how model distillation may have been used to extract knowledge from OpenAI's models, highlight...
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NVIDIA, DeepSeek, and the Future of LLMs—Why GPUs Are Still King
Jan 28, 2025 | 3 min read
Discover how DeepSeek's hardware optimization breakthrough and NVIDIA's GPU dominance are shaping the next evolution of AI—maki...
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What Are Tokens? (And Why Do They Matter?)
Jan 28, 2025 | 3 min read
Tokens are the building blocks of AI models, breaking down text into smaller units like words, subwords, or characters. Learn h...
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Breaking Down 14.8 Trillion Tokens—Why the Numbers Are So Big (And What They Really Mean)
Jan 28, 2025 | 3 min read
Why are AI models trained on trillions of tokens? Learn how large language models like DeepSeek and GPT-4 handle vast datasets,...
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What Are Embeddings? (And How They Revolutionized AI Thinking)
Jan 28, 2025 | 4 min read
Embeddings revolutionized AI by enabling models to understand relationships between words, concepts, and context through mathem...
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