Marginal Musings
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Marginal Musings

~ Shlomo Stept

Exploring the edges of my understanding.

Writing about context engineering and agent harnessing, with forays into finance, mathematics, and markets.

Find my work on GitHub GitHub and X , or get to know me.

Blog

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2026
Why Generic OCR Fails on Real-World Forms Newest
2023
What 55 Trained Models Taught Me About Data Augmentation Building Deep Learning from Scratch, Part 3: A Transformer in PyTorch
2022
What Seven Failed Autoencoders Taught Me About Anomaly Detection Building Deep Learning from Scratch, Part 2: A Neural Network in 60 Lines of NumPy

TIL

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2026
Structured Outputs Are Eating the ML Pipeline Newest

Tags

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super-resolution (6) pytorch (5) original-research (5) opencv (4) from-scratch (4) pil (3) image-processing (3) computer-vision (3)