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Lan Chu

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Level Up Coding

The best RAG technique yet? Anthropic’s Contextual Retrieval and Hybrid Search

How combining contextual BM25 with Contextual Embeddings can massively improve your RAG system.

Oct 1, 2024

The best RAG technique yet? Anthropic’s Contextual Retrieval and Hybrid Search

Oct 1, 2024

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AI Advances

5 AI Real-World Projects To Set Foot in The Door

Don’t just learn Data Science — do it! The best way to do Data science is to build real-world projects that spark your passion and…

Jul 31, 2024

5 AI Real-World Projects To Set Foot in The Door

Jul 31, 2024

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Towards AI

GenAI’s products: Move fast and fail

Building a cool and fancy demo is easy, building a final product is not.

Dec 3, 2023

GenAI’s products: Move fast and fail

Dec 3, 2023

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Towards AI

Model Explainability - SHAP vs. LIME vs. Permutation Feature Importance

Explaining the way I would explain to my 90 year-old grandmother…

Jul 22, 2022

Model Explainability - SHAP vs. LIME vs. Permutation Feature Importance

Jul 22, 2022

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Towards AI

Do You Understand Me? Human and Machine Intelligence

Can we ever understand human intelligence and make computers intelligent in the same way?

Dec 9, 2023

Do You Understand Me? Human and Machine Intelligence

Dec 9, 2023

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Level Up Coding

Do LargLanguage Models Feel Pain? Explore Sentience through Trade-offs

Testing AI sentience with games of pain and pleasure.

Jan 27

Do LargLanguage Models Feel Pain? Explore Sentience through Trade-offs

Jan 27

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Level Up Coding

Is AI progress slowing down?

Whether the AI survives the hype, I feel so fortunate to live in this interesting time in human history. Five years ago when I started…

Dec 31, 2024

Is AI progress slowing down?

Dec 31, 2024

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Level Up Coding

When Language Models Lie Despite Knowing Better

Yes, hallucination is the most frustrating thing these days. Let’s see why they happen and how to spot them .

Nov 25, 2024

When Language Models Lie Despite Knowing Better

Nov 25, 2024

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Level Up Coding

When LLMs Roll the Dice — the Reproducability puzzle

Ever asked AI the same question twice and got completely different answers?😏 Yes, I am talking about reproducability. Good luck with this!

Nov 18, 2024

When LLMs Roll the Dice — the Reproducability puzzle

Nov 18, 2024

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Level Up Coding

This winter’s AI reading list — my 6 favourite AI books

What could be a better way to spend these winter months than reading these books with a warm cup of hot chocolate?

Nov 11, 2024

This winter’s AI reading list — my 6 favourite AI books

Nov 11, 2024

Lan Chu

Lan Chu

AI Tech Lead | Data Scientist! Write about data and AI. LinkedIn: https://www.linkedin.com/in/lanchuhuong/ Newsletter: https://ai-stories.io/newsletter-signup/

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