Overview
A hypothetical form of AI that possesses the ability to understand, learn, and apply knowledge across any intellectual task a human can perform.
More in Artificial Intelligence
AI Governance
Safety & GovernanceThe frameworks, policies, and regulations that guide the responsible development and deployment of AI technologies.
Connectionism
Foundations & TheoryAn approach to AI modelling cognitive processes using artificial neural networks inspired by biological neural structures.
Heuristic Search
Reasoning & PlanningProblem-solving techniques that use practical rules of thumb to find satisfactory solutions when exhaustive search is impractical.
Emergent Capabilities
Prompting & InteractionAbilities that appear in large language models at certain scale thresholds that were not present in smaller versions, such as in-context learning and complex reasoning.
Zero-Shot Prompting
Prompting & InteractionQuerying a language model to perform a task it was not explicitly trained on, without providing any examples in the prompt.
Model Distillation
Models & ArchitectureA technique where a smaller, simpler model is trained to replicate the behaviour of a larger, more complex model.
Reinforcement Learning from Human Feedback
Training & InferenceA training paradigm where AI models are refined using human preference signals, aligning model outputs with human values and quality expectations through reward modelling.
State Space Search
Reasoning & PlanningA method of problem-solving that represents all possible states of a system and searches for a path from initial to goal state.