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Towards Data Science - Medium
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Latest posts
Last updated about 18 hours ago
How to Maximize Your Coding Agent Subscriptions
about 18 hours ago
Get more out of your coding agent subscriptions The post How to...
Beyond RAGs: Building Actually Truthful AI Harnesses
about 19 hours ago
Retrieval is not evidence. How to build AI that proves its own...
Towards Spec-Driven Test Automation: Part 1
about 21 hours ago
Why a green test suite can mean nothing The post Towards Spec-Driven...
When the Correct Answer Is Nothing, What Does Your Pipeline Return?
about 22 hours ago
The reliability mechanisms we add to LLM pipelines are often the ones...
I Trained a Tiny Network to Compress Data. It Drew a Pentagon.
1 day ago
Reproducing Anthropic's "Toy Models of Superposition" from scratch in NumPy, with hand-derived...
From Words to Vectors: What Happens in Between?
2 days ago
A Journey through TF-IDF, vector space, and text classification The post From...
How GRPO Trains Small Language Models with Verifiable Rewards
2 days ago
The mechanics behind local reasoning experiments with Unsloth and why the reward...
How to Make Your First World Model from Scratch
2 days ago
A beginner-friendly guide to building a world model in Python, letting it...
Break Your Own RAG Pipeline Before Users Do
3 days ago
A small adversarial test set that catches the retrieval failures your evaluation...
Build a Speaker-Recognition App with Claude Code
3 days ago
Learn how to effectively code up an internal tool using Claude code...
4 Ways to Use AI on a PhD Thesis
3 days ago
Finding citations, consolidating code, fact-checking and preparing for the defence The post...
An Introduction to Jev
3 days ago
The AI that makes decisions instead of generating text The post An...