Research & More

Jurassic-X: Crossing the Neuro-Symbolic Chasm with the MRKL System

Jurassic-X: Crossing the Neuro-Symbolic Chasm with the MRKL System

We present the next evolution in natural language processing – the Modular Reasoning, Knowledge and Language (MRKL, pronounced “miracle”) system – and Jurassic-X, AI21 Labs’ implementation of it. MRKL systems include one or more language models, and augment them with external knowledge sources as well as symbolic reasoning experts that can handle tasks that lie beyond the reach of neural models.

Best Practices for Deploying Language Models

Best Practices for Deploying Language Models

Cohere, OpenAI, and AI21 Labs have developed a preliminary set of best practices applicable to any organization developing or deploying large language models

Zero-to-Production: Bootstrapping a Custom Model in AI21 Studio

Zero-to-Production: Bootstrapping a Custom Model in AI21 Studio

Learn how to develop a text-based AI application in AI21 Studio and grow it from prototype to production using custom Jurassic-1 models

Discover Use Cases for AI21 Studio and Jurassic-1

Discover Use Cases for AI21 Studio and Jurassic-1

Learn how to use Jurassic-1 to perform summarization, idea generation, classification and many other language tasks