Series Path · 4 parts
AI & ML News & Reflections
Commentary on the latest in computer vision and machine learning — conference takeaways, model reviews, language trends, and framework reflections.
Curriculum — 4 parts
- 01
CVPR 2026: The 3D Grounding Crisis and Why 2D Labels Are No Longer Enough
CVPR 2026 marks a decisive inflection point in computer vision. The community is moving from 2D image recognition toward building geometrically consistent world models — and the single biggest bottleneck isn’t compute, it’s data.
8 min read - 02
A Visual Guide to Gemma 4 12B
Summary and expansion of Maarten Grootendorst’s newsletter guide
14 min read - 03
Programming Languages in Computer Vision & Machine Learning
When I look back at my career so far, it feels like a journey through different languages, each chapter shaping the way I think about solving problems.
27 min read - 04
Why I Choose PyTorch for Deep Learning
When it comes to deep learning frameworks, the landscape offers several compelling options. TensorFlow, JAX, and PyTorch each have their strengths, but after…
5 min read