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The Parrot Papers and the Path Forward

Editorial

Dr. Tamaro J. Green

TJG News:

2021-02-07 17:42:19 viewed: 252

 

On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?, the Parrot Papers, highlights key areas of artificial intelligence platforms that can be improved. An investigation into how these platforms can contribute to climate change could prevent an abuse of resources to fuel them. Further research on the amount of resources required to power these platforms may build on existing studies in these areas that measure the effects of data centres. This information could be valuable to determining the priority that these platforms may have in comparison to other technology tools.

The Parrot Papers also presents a number of topics in how the process of algorithm development can be improved. To improve transparency in algorithms, frameworks may present the components of an ethical artificial intelligence algorithm. Frameworks for the design, development, and operation of algorithms could guide standards and policies for the technology industry. Adopting standards for the development of algorithms may assist in returning trust to the industry.

The Parrot Papers was an essential step in exposing and filling a major gap in computer science research. The authors provided great service to a computer science research arena that dangerously bordered harm. On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? is a wakeup call to the field of computer science research.

 

Dr. Tamaro Green is a computer science researcher and the founder of TJG Web Services.  TJG Web Services, LLC is a consulting firm in the field of information technology.  Dr. Green writes on topics of privacy, security, and ethics in information technology and computer science.

TJG News Editorials are opinion pieces and do not necessarily express the opinion of TJG News.  To publish editorial pieces in TJG News send an email to editor@tjgnews.com.