Notes on frontier ML. Papers, concepts, entities — structured for fast lookup and cross-referencing.
39 concepts · 28 sources · 13 entities
Recently Ingested
- An Image is Worth 16x16 Words — 2026-04-11
- InstructGPT — 2026-04-10
- Chinchilla — 2026-04-10
- Scaling Laws for LLMs — 2026-04-10
- Neural Computers — 2026-04-10
- NUMINA — 2026-04-10
Concepts by Theme
Architecture Transformer · Attention · FlashAttention · Mamba · Positional Encoding · Vision Transformer · Early Fusion · Patch Embeddings
Training Scaling Laws · Grokking · Distillation · SFT · RLHF · DPO · PPO · Alignment · Contrastive Learning · Emergent Abilities · Phase Transition
Inference Speculative Decoding · KV Cache · Inference Efficiency · LoRA
Multimodal & Agents In-Context Learning · Chain-of-Thought · Tool Use · Zero-Shot Transfer · Visual Grounding · Open-Vocabulary Segmentation · Multimodal Embeddings · Diffusion Models · Video Generation
Entities
Albert Gu · Ashish Vaswani · Noam Shazeer · Tri Dao · OpenAI · Google DeepMind · Google Brain · Microsoft Research