BuildML
BuildMLBuilding the next generation of data scientists and Machine Learning products
| Platform |  | Pricing | Only free issues | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 69 | Subscribers | Read | buildml.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Before Transformers: The NLP Fundamentals You Still Need
A lot of people assume modern NLP systems are powered entirely by transformers. But if you look inside many real production pipelines, you’ll still find something much simpler sitting at the core.
Your LLM Is Ignoring Its Own Mistakes (And Three Papers That Show How to Fix It)
Here is a fun experiment you can try right now. Ask an LLM to write some code. When the code fails, paste the error message back into the chat. Watch what happens. Most of the time, the model will either spit out something almost identical,...
The Verification Problem: Why Your AI Agent Gets the Right Answer But Picks the Wrong One
Your LLM is smarter than you think. The real problem isn’t generating good answers. It’s recognizing them.
Test-Time Compute Scaling: A Practical Guide for LLM & Agentic System Builders
Test time compute is replacing “train a bigger model” as the main way to improve LLMs. Models like o1, o3 and DeepSeek R1 win by letting the model think longer at inference, not just by adding parameters.
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A community built by data scientists, for data scientists — designed to help the next generation of data scientists and Machine Learning products
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