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one-shot completion

[wʌn-ʃɒt kəmˈpliːʃən]
nounpl: one-shot completions
conclusão em uma única tentativa
1. The accomplishment or finishing of a task, project, or objective in a single attempt without requiring multiple tries or iterations
The software engineer achieved one-shot completion of the debugging task by identifying the root cause immediately.
O engenheiro de software alcançou a conclusão em uma única tentativa da tarefa de depuração ao identificar imediatamente a causa raiz.
2. In machine learning and AI contexts, the ability of a model to perform a task or generate a correct response on the first attempt without prior training or fine-tuning
The new language model demonstrated impressive one-shot completion capabilities in generating accurate code.
O novo modelo de linguagem demonstrou capacidades impressionantes de conclusão em uma única tentativa ao gerar código preciso.
Synonyms
single-attempt completionfirst-try successone-time completionimmediate completion
Antonyms
multi-shot completioniterative completiontrial-and-error approach

Regional Variations

General Brazilian
conclusão em uma única tentativa
Standard usage in technical and professional contexts
São Paulo
realização de primeira
More colloquial alternative
Portugal
conclusão à primeira
Portuguese European variant, commonly used in technical fields

Related Idioms & Phrases

nailed it on the first try
got it done in one go
first-time charm
straight out of the gate
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