Resources › ai › language_models › theory Bookmarks 2026-05-28 bookmark geohot.github.io · 4 min The Real Singularity is the Friends We Made Along the Way 2025-12-13 bookmark goodfire.ai · 10 min Understanding Memorization via Loss Curvature 2025-08-11 bookmark lesswrong.com · 6 min LLM in-context learning as (approximating) Solomonoff induction information theoryepistemology 2025-05-03 bookmark arxiv.org · 1 min Are Transformers universal approximators of sequence-to-sequence functions? 2025-04-24 bookmark arxiv.org · 50 min Training Large Language Models to Reason in a Continuous Latent Space 2024-05-26 bookmark arxiv.org · 40 min Auto-Regressive Next-Token Predictors are Universal Learners 2024-02-08 bookmark arxiv.org · 37 min 2309.10668 compression Subcategories