generic learning
[jəˈnɛrɪk ˈlɜrnɪŋ]
noun
aprendizagem genérica
1. A learning approach or educational process that applies broadly across different contexts, subjects, or domains without being specialized or tailored to specific needs
The school implemented a generic learning curriculum that covered basic skills applicable to all students.
A escola implementou um currículo de aprendizagem genérica que cobria habilidades básicas aplicáveis a todos os alunos.
2. In machine learning and artificial intelligence, the ability of a model to learn general principles that can be applied to new, unseen data or different problems
The AI system achieved generic learning capabilities that allowed it to solve problems beyond its original training data.
O sistema de IA alcançou capacidades de aprendizagem genérica que lhe permitiram resolver problemas além dos dados de treinamento originais.
3. Educational methodology focusing on transferable skills and universal principles rather than subject-specific content
Generic learning emphasizes critical thinking over memorization of facts.
A aprendizagem genérica enfatiza o pensamento crítico sobre a memorização de fatos.
Generic learning is increasingly discussed in both Brazilian and American educational contexts as institutions move toward developing transferable competencies rather than rote subject-matter expertise. In Brazil, this approach has gained prominence with educational reforms emphasizing 'competências' (competencies) and 'habilidades' (skills). In the USA, generic learning relates to the broader 'liberal education' or '21st-century skills' movement. In AI and tech sectors, both countries recognize generic learning as a critical goal in developing more adaptable artificial intelligence systems.
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