Research
Product
Recursive Self-Improvement
If an AI can improve its own ability to learn and reason, each generation of improvements could accelerate the next. What does the evidence show?
Research
Distillation
Anthropic has alleged that multiple Chinese AI labs attempted to extract behavior from Claude at scale. The underlying technique is known as distillation.
Research
Page Index
A RAG approach that replaces chunking, embeddings, and vector databases with hierarchical tree navigation over full documents—trading embedding pipelines for online reasoning.
Research
Multimodal Embeddings
Google's Gemini Embeddings 2 maps text, images, audio, video, and documents into a shared vector space—potentially changing how enterprise RAG systems are built.
Research
Neural Thickets and the Case Against Post-Training
MIT researchers argue that specialized capabilities may already exist inside pretrained models—and that post-training may activate latent experts rather than create new ones.