What does “Weak Supervision” mean?

Human-added labels or metadata used to train or evaluate machine learning models.

Trusted reference labels used to train or evaluate model outputs.

When benchmark test examples or close variants are present in training data, inflating reported performance.

A software system that can observe, reason, and take actions to achieve a goal, often using tools and memory.

How clearly an AI system's logic, data sources, and limitations are documented and understandable.

A model component that dynamically focuses on relevant parts of an input when producing an output.