Christmas Carol – Medium

Christmas Carol

Christmas Carol

Practical AI/ML paper reading: “Induction Heads”

“Mechanistic interpretability — attempting to reverse engineer the detailed computations performed by the model — offers one possible…

2 min readApr 7, 2024

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Christmas Carol

Practical AI/ML paper reading: Large Language Models for Data Annotation

Read “useful” ML papers with a PM: Spend two minutes per day to grasp the super basics of a state-of-art AI/ML topic; Minimal Math…

3 min readApr 2, 2024

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Christmas Carol

Practical AI/ML paper reading: “Mixture of Experts” Explained in 2 mins

Read “useful” ML papers with a PM: Spend two minutes per day to grasp the super basics of a state-of-art AI/ML topic; Minimal Math…

2 min readMar 31, 2024

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Practical AI/ML paper reading: “Mixture of Experts” Explained in 2 mins

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Christmas Carol

Practical AI/ML paper reading: How to create a domain specific dataset for LLM pretraining

Read “useful” ML papers with a PM: Spend two minutes per day to grasp the super basics of a state-of-art AI/ML topic; Minimal Math…

2 min readMar 30, 2024

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Christmas Carol

Practical AI/ML Paper Reading — Mamba (State Space Models)

Read “useful” ML papers with a PM: Spend two minutes per day to grasp the super basics of a state-of-art AI/ML topic; Minimal Math…

2 min readMar 28, 2024

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Practical AI/ML Paper Reading — Mamba (State Space Models)

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Christmas Carol

Practical AI/ML Paper Reading- PromptBreeder by Google Deepmind

Read “useful” ML papers with a PM: Spend two minutes per day to grasp the super basics of a state-of-art AI/ML topic; Minimal Math…

2 min readMar 28, 2024

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Practical AI/ML Paper Reading- PromptBreeder by Google Deepmind

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Christmas Carol

All about LLM Evals

Over the past year, I’ve been engaged in building applications powered by large language models (LLMs), in addition to having extensive…

9 min readMar 25, 2024

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All about LLM Evals

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Christmas Carol

Building Trust in the Age of AI — Achieving Product-Market Fit and Differentiation for LLM-Powered…

The world is noisy and trust is hard to build, whether it be trust between people or between humans and AI.

12 min readSep 26, 2023

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Building Trust in the Age of AI — Achieving Product-Market Fit and Differentiation for LLM-Powered…

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Christmas Carol

My recent reads in psychology

Theory of mind refers to the ability to attribute mental states — beliefs, intents, desires, emotions, knowledge, etc. — to oneself and…

2 min readSep 5, 2023

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Christmas Carol

AI and Consciousness

Currently taking a part-time course at Stanford called “A philosophical exploration in AI and Consciousness.” Taking some notes down from…

1 min readSep 5, 2023

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Christmas Carol

Christmas Carol

The product girl; ex-AWS AI; Credit Karma; TikTok (though the names don't really matter much.) Attempt to write in a non-hypocritical manner.

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