Understanding AI: Key Terms Explained as Technology Evolves

This article provides a detailed glossary of terms related to artificial intelligence (AI), aiming to clarify complex language used within the industry. It serves as a continuously updated resource for both experts and novices.

• AGI (Artificial General Intelligence): Described variously by tech giants such as OpenAI and Google DeepMind, AGI refers to AI systems surpassing human abilities in multiple tasks.
• AI Agent: A tool leveraging AI to perform tasks autonomously, such as booking or coding, without direct human input.
• API Endpoints: Interfaces allowing software interactions, crucial for AI agents to execute tasks beyond basic human operations.
• Chain of Thought: A method in AI to decompose problems into smaller, solvable steps, enhancing accuracy particularly in reasoning tasks.
• Coding Agents: Specialized AI systems for software development, capable of autonomously writing, testing, and debugging code.
• Concepts such as compute, deep learning, diffusion, and other AI technologies are methodically explained, providing insights into their functionality and impact.
• The glossary highlights concerns such as hallucinations in AI outputs, emphasizing the ongoing push for more specialized, accurate AI models.
• Terms like neural networks and reinforcement learning detail foundational AI concepts, while open source and parallelization underline the current technological and collaborative advancements in AI.

This living document reflects the dynamic nature of AI, offering a comprehensive guide to understanding this vast and rapidly advancing field.