Blog Posts

Decoding "Defeating Nondeterminism in LLM Inference" by Thinking Machines

An annotated breakdown of Horace He's deep dive into determinism in language models, with side quests into kernels, atomic adds, and batch invariance.

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Game Theory in Self-Driving: Negotiator

Exploring how game theory principles apply to autonomous vehicle decision-making and negotiation strategies.

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What If a Problem is NP-Hard?

Understanding NP-hard problems and practical approaches to tackle computationally intractable challenges.

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Functions, Variables, and Matrix Completion

Exploring the connections between functions, variables, and matrix completion techniques in mathematical modeling.

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Why Multi-Modal Image Fusion is Not Straightforward

Exploring the complexities and challenges in multi-modal image fusion, discussing why this seemingly straightforward task requires careful consideration and advanced techniques.

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Ever Thought About Tokenizers Much?

A deep dive into the world of tokenizers, exploring their importance in natural language processing and how they shape the way machines understand human language.

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Image Recognition Using PCA

Understanding how Principal Component Analysis (PCA) can be applied to image recognition tasks, exploring dimensionality reduction and feature extraction techniques.

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PageRank Algorithm & Linear Algebra

Exploring the mathematical foundations of the PageRank algorithm through the lens of linear algebra, understanding how it revolutionized web search.

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