Table 1

AI capabilities

AI capabilityDefinitionReferences
LearningThe ability to automatically learn from data, to predict, analyze and make decisions, improving from experience without explicit programmingSamoili et al. (2020), European Commission. Joint Research Centre. (2020), Jackson et al. (2024) 
PerceptionThe ability to understand and interpret the world by mimicking human senses, such as recognizing objects in images and perceiving or generating audio signalsSamoili et al. (2020), European Commission. Joint Research Centre. (2020), Paschen et al. (2020) 
PredictionThe ability to forecast future outcomes and to define strategies for certain activities based on historical data and patternsSamoili et al. (2020), Jackson et al. (2024) 
InteractionThe ability to interact and make decisions in an environment, including interactions with humansSamoili et al. (2020), European Commission. Joint Research Centre. (2020), Jackson et al. (2024) 
AdaptationThe ability to adapt and improve over time based on new data and changing environmentsSamoili et al. (2020), Jackson et al. (2024) 
ReasoningThe ability to reason, plan and make decisions, by transforming data into knowledge, inferring facts, justifying available data, providing solutions and representing them efficientlySamoili et al. (2020), Jackson et al. (2024) 
CreativityThe ability to generate creative content by leveraging patterns and structures from the data it was trained on and recombining learned elements in innovative waysEuropean Commission. Joint Research Centre. (2020), Paschen et al. (2020), Jackson et al. (2024) 
Source(s): Adapted from Jackson et al. (2024), Samoili et al. (2020) 

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