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.

Continuous Language Model Interpolation yields Dynamic and Controllable Text Generation

continuous model interpolation with lora

1 min read · November 23, 2025

2025 · distillation
Natural Emergent Misalignment from Reward Hacking in Production RL

Anthropic emergent misalignment

5 min read · November 23, 2025

2025 · distillation
A Mathematical Framework for Transformer Circuits

Transformer Circuits Framework

6 min read · November 22, 2025

2025 · distillation
Value Augmented Sampling for Language Model Alignment and Personalization

Value Augmented Sampling

3 min read · November 19, 2025

2025 · distillation
Deriving Muon

Muon

3 min read · November 18, 2025

2025 · distillation