black-box code
[/blæk bɑks koʊd/]
nounpl: black-box codes
código caixa-preta
1. Computer code or software whose internal logic, operations, or source code is hidden or proprietary and not visible or modifiable by the user
The company released a black-box code implementation that users cannot inspect or modify.
A empresa lançou uma implementação de código caixa-preta que os usuários não podem inspecionar ou modificar.
2. Software or algorithms that produce outputs without transparency regarding how the results are calculated or derived
Machine learning models often function as black-box code, making it difficult to understand their decision-making process.
Modelos de aprendizado de máquina frequentemente funcionam como código caixa-preta, dificultando a compreensão de seu processo de tomada de decisão.
3. Compiled or obfuscated code where the underlying logic cannot be easily understood or reverse-engineered
Developers criticized the vendor for distributing black-box code without documentation.
Desenvolvedores criticaram o fornecedor por distribuir código caixa-preta sem documentação.
This term originated in systems theory and engineering, where a 'black box' refers to a system whose internal workings are mysterious or unknown. In the tech industry, particularly in Silicon Valley and major tech hubs in Brazil (São Paulo), the term 'black-box code' has become increasingly relevant with discussions around AI transparency, algorithm accountability, and the tension between proprietary software and open-source movements. It reflects growing concerns about algorithmic transparency and corporate responsibility in software development.
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