An AI system that can complete tasks without requiring step-by-step human confirmation or guidance. The key distinction is execution discipline : does the model follow the brief exactly through to the

When an AI model produces confident, plausible-sounding output that is factually wrong or entirely fabricated. In code generation, this takes the form of invented functions, non-existent API methods,

Large Language Model - A type of AI model trained on large volumes of text to predict and generate language. The "large" refers to the number of parameters, meaning the learned values that shape how t

Model Context Protocol An open standard released by Anthropic for connecting AI models to external tools, data sources, and systems. MCP defines how a client (the AI) can discover and call capabilitie