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AI Glossary: Understanding Key Terms Like AGI, AI Agents, and Diffusion

Created at 7 Sep · 7:55 PM1 source↑ Market-relevant
IN SHORT

This AI glossary provides plain-English definitions for terms like Artificial General Intelligence (AGI), AI agents, API endpoints, chain-of-thought reasoning, deep learning, diffusion, and distillation, aiming to help readers understand the rapidly evolving AI landscape.

Who's Involved

OpenAI
developer of new Astra model and GPT-4 Turbo
Sam Altman
OpenAI CEO who described AGI
Google DeepMind
lab with a definition of AGI
AI Glossary: Understanding Key Terms Like AGI, AI Agents, and Diffusion

↳ Why This Matters

Understanding the terminology surrounding AI is crucial for anyone involved in or observing the field, from developers and investors to the general public, as it facilitates comprehension of new technologies, products, and research.

Key facts

  • AI is rapidly developing its own specialized language.
  • The glossary defines terms such as AGI, AI agents, API endpoints, chain-of-thought, deep learning, diffusion, and distillation.
  • AGI refers to AI more capable than the average human across many tasks.
  • AI agents can perform a series of tasks on behalf of a user.
  • Chain-of-thought reasoning breaks down problems into intermediate steps for LLMs.
  • Diffusion is a technique used in generative AI models, inspired by physics.

The rapid evolution of artificial intelligence is accompanied by the creation of a new, specialized vocabulary. To help readers navigate this evolving landscape, this glossary offers plain-English definitions of key AI terms. Terms covered include Artificial General Intelligence (AGI), which refers to AI more capable than the average human, and AI agents, tools that perform a series of tasks autonomously.

Other defined terms include API endpoints, which act as interfaces for software integration; chain-of-thought reasoning, a technique for large language models to break down problems into intermediate steps for improved accuracy; deep learning, a subset of machine learning using artificial neural networks; diffusion, a generative AI technique inspired by physics; and distillation, a method to extract knowledge from large AI models into smaller ones.

The glossary aims to be a living document, updated regularly to keep pace with the fast-moving field of AI, assisting those building with AI, investing in it, or simply seeking to stay informed.

Frequently asked questions

AGI, or Artificial General Intelligence, refers to AI that is more capable than the average human at many, if not most, tasks. Experts have differing definitions for its exact capabilities.

AI agents can perform a series of tasks on your behalf, going beyond what a basic AI chatbot can do, such as filing expenses or booking tickets.

It's a technique for large language models to break down a problem into smaller, intermediate steps to improve the accuracy and quality of the final answer.

Diffusion is a technique at the core of many generative AI models, inspired by physics, where AI learns to reverse a process of destroying data structure by adding noise.

What Happens Next

01The glossary will be updated regularly as the AI field evolves.
CME Headlines
  • Risk Management and Monitoring Notice: Multi-Factor Authentication Updates - September 12
    3 Sep · 5:00 AM

How It Developed

AI is creating a new vocabulary to describe its advancements.
A glossary is provided to define key AI terms.
Definitions include AGI, AI agents, API endpoints, chain-of-thought, deep learning, diffusion, and distillation.

Sources

T1
Opaque recurrence, and other AI terms that you should probably knowTechCrunch

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