Deep Dives
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Benchmarking JSON libraries for large payloads
12 min read -
This first day of the Advent Calendar introduces the k-NN regressor, the simplest distance-based model.…
16 min read -
You can’t align what you don’t evaluate
16 min read -
Neural Networks Are Blurry, Symbolic Systems Are Fragmented. Sparse Autoencoders Help Us Combine Them.
Deep LearningNeural and symbolic models compress the world in fundamentally different ways, and Sparse Autoencoders (SAEs)…
17 min read -
I Cleaned a Messy CSV File Using Pandas . Here’s the Exact Process I Follow Every Time.
Data ScienceStop guessing at data cleaning. Use this repeatable 5-step Python workflow to diagnose and fix…
17 min read -
A real-world analysis of why CrewAI’s hierarchical orchestration misfires—and a practical fix you can implement…
20 min read -
Practical field notes on workflows, structure, and evaluation from two years of building with engineering…
22 min read -
A 27M-parameter model just outperformed giants like DeepSeek R1, o3-mini, and Claude 3.7 on reasoning…
11 min read -
Traditional manufacturers are using revolutionary technology for incremental optimization instead of fundamental re-imagination
17 min read -
Tracing the history of LLM attention: standing on the shoulders of giants
19 min read