Reading Notes

Notes and summaries from reading ML/AI papers (and some blog posts). All credit to the content in the papers and blog posts goes to the original authors.

Video Generation Models are General-Purpose Vision Learners

GenCeption

3 min read · July 26, 2026

2026 · distillation
Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis

Self-Flow, FLUX 3

1 min read · July 26, 2026

2026 · distillation
AIDE²: The First Evidence of Recursive Self-Improvement

RSI ish

1 min read · July 14, 2026

2026 · distillation
Training Agents Inside of Scalable World Models

Dreamer v4

4 min read · May 18, 2026

2026 · distillation
What’s in the Image? A Deep-Dive into the Vision of Vision Language Models

VLM QA mech interp

2 min read · April 13, 2026

2026 · distillation