The Premature Obituary of Programming: Why deep learning will not replace programming.

The article focuses on why deep learning (DL) will not replace programming. The author examines what he calls "deep programming" (DP) and large transformer language models, explores new machine and network architectures, and discusses integrating search-based program synthesis with DP. He argues tha...

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Detalles Bibliográficos
Publicado en:	Communications of the ACM Vol. 66; no. 2; pp. 41 - 45
Autor principal:	Yellin, Daniel M.
Formato:	Artículo
Publicado:	Association for Computing Machinery Feb2023
Materias:	Deep learning Machine learning Computer programming Computer programmers Artificial neural networks Language models Computer software Electronic information resource searching
Acceso en línea:	Ver este registro en EBSCOhost

Descripción
Sumario:	The article focuses on why deep learning (DL) will not replace programming. The author examines what he calls "deep programming" (DP) and large transformer language models, explores new machine and network architectures, and discusses integrating search-based program synthesis with DP. He argues that computers will not replace coding by humans.