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.

The Surprising Effectiveness of Test-Time Training for Few-Shot Learning

TTT for ARC and BBH

1 min read · November 11, 2025

2025 · distillation
Reasoning or reciting? Exploring the capabilities and limitations of language models through counterfactual tasks

Reasoning or Reciting

1 min read · November 11, 2025

2025 · distillation
Nested Learning: The Illusion of Deep Learning Architecture

Deepmind Nested Learning short paper

2 min read · November 08, 2025

2025 · distillation
LoRA Without Regret

LoRA blogpost

2 min read · November 04, 2025

2025 · distillation