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.

Diffusion Meets Flow Matching: Two Sides of the Same Coin

Diffusion equals Flow Matching

2 min read · January 20, 2026

2026 · partial-read · distillation
mHC: Manifold-Constrained Hyper-Connections

DeepSeek manifold constrained hyper connections

6 min read · January 12, 2026

2026 · distillation
A Rosetta Stone for AI Benchmarks

Epoch AI Rosetta Stone for AI benchmarks

3 min read · January 10, 2026

2026 · distillation
Measuring AI Ability to Complete Long Software Tasks

METR Long Tasks AI

2 min read · January 06, 2026

2026 · distillation
On scalable oversight with weak LLMs judging strong LLMs

GDM scalable oversight

1 min read · January 06, 2026

2026 · partial-read · distillation