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.

Gated Delta Networks: Improving Mamba2 with Delta Rule

Gated DeltaNet

1 min read · September 11, 2026

2026 · partial-read · distillation
DeltaNet Explained (Part I)

DeltaNet explained Songlin Yang Part 1

1 min read · September 09, 2026

2026 · distillation
ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?

ExploitGym

2 min read · September 06, 2026

2026 · distillation
Training a Misaligned Reward Seeker

Hacker Opus

2 min read · September 02, 2026

2026 · distillation
Teaching Claude Why

Anthropic alignment methods

1 min read · September 02, 2026

2026 · partial-read · distillation