Adaptive thinking is a term used by Anthropic to describe how modern AI systems, like Claude, decide how much effort to spend on a task based on its complexity. Instead of applying the same level of reasoning to every prompt, the model adjusts its “thinking depth” in real time. Simple questions...

Tokenmaxxing is a recent AI-era slang term that describes the practice of maximizing how many “tokens” you use when interacting with AI systems, often to an extreme or competitive degree. In simple terms, tokens are the small chunks of text (words, parts of words, or characters) that AI models...

Matryoshka Representation Learning (MRL) is a technique used in machine learning to create embeddings - numerical representations of data like text, images, or audio - that can be used at multiple sizes without retraining the model. The name comes from Russian Matryoshka dolls, which nest inside...