Glossary
Quick reference for AI terms and concepts. Browse by module or search for specific topics.
Fundamentals of GenAI and LLMs
AlignmentArtificial IntelligenceAttention MechanismAutoregressiveBackpropagationContext WindowDeep LearningEmbeddingsEncoder / DecoderFine-tuningFoundation ModelGenerative AIGPUHallucinationInferenceInstruction TuningKnowledge CutoffLarge Language ModelLogitsLoss FunctionMachine LearningMultimodalNatural Language ProcessingNeural NetworkNext-Token PredictionParametersPositional EncodingPre-trainingRLHFSamplingSelf-Supervised LearningSoftmaxTemperatureTokenTokenisationTrainingTraining DataTransformerWeights
AI Ethics
AI and CopyrightAI AuditAI AuthorshipAI BiasAI Carbon FootprintAI LiteracyAI RegulationsAI SafetyAlgorithmic FairnessAugmentation vs AutomationBlack BoxCompute CostsContent AuthenticityData PrivacyData ScrapingDeepfakesDigital DivideDisclosureDisinformationExplainabilityGuardrailsHuman OversightInference PrivacyInterpretabilityJailbreakingJob DisplacementMisalignmentMisinformationModel CardsPII in PromptsRed TeamingRepresentation BiasResponsible AIStereotype AmplificationStyle MimicrySynthetic MediaTraining Data BiasTraining Data ConsentTraining Data Copyright
Agentic AI
Agent EvaluationAgent HandoffAgent LoopAgent MemoryAgent ObservabilityAgent Use CasesAgent-to-Agent ProtocolAgentic AIAI AgentAssistants vs AgentsAutoGenAutonomous OperationAutonomyBrowser AgentsCoding AgentsComputer UseCost of AutonomyCrewAIFunction CallingGoal-Oriented BehaviourGraceful FailureHuman-in-the-LoopHuman-on-the-LoopLangChainLangGraphModel Context ProtocolMulti-Agent SystemsOrchestrationPersonal AI AgentsPlanningReasoning and Acting (ReAct)RollbackSwarm IntelligenceTask DecompositionTool UseTrust BoundariesVerification
beginner-tips
AI AssistantAI LimitationsArtefactsCode ExecutionContext (in prompts)Conversation / ThreadCost vs CapabilityCustom InstructionsFile UploadFollow-up PromptsImage GenerationIterationMemoryModel SelectionOutput FormatPromptPrompt EngineeringSensitive InformationSpecificityUsage LimitsVerifying AI OutputVision / Image InputVoice ModeWeb Search (AI)
tool-mastery
APIAPI KeyBenchmarksChain-of-Thought PromptingChunkingClosed Source ModelsConnectors / IntegrationsContext StuffingDelimitersDistillationEndpointFew-Shot PromptingGGUFLeaderboardsLocal LLMsLost in the MiddleModel SizeOllamaOpen Source ModelsPrompt ChainingPrompt TemplatesQuantisationRate LimitingReasoning ModelsRerankingRetrieval-Augmented GenerationRole PromptingSemantic SearchStreamingSummarisation StrategiesSystem PromptToken Usage / PricingVector DatabaseVRAMWorkflows / PipelinesZero-Shot Prompting