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IELTS Free Online Writing Practice - question on the of The importance of algorithmic transparency in decisionmaking processes

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IELTS Writing Task 2 question on the topic of "The importance of algorithmic transparency in decision-making processes":

"Some people believe that algorithmic transparency is crucial in the context of making important decisions, while others argue that it is not necessary as long as the outcomes are accurate. Discuss both these views and give your own opinion."

Here's a model answer for this question:

In recent years, the increasing role of algorithms in various aspects of our lives has raised concerns about the importance of algorithmic transparency in decision-making processes. While some argue that it is essential to understand how an algorithm works in order to ensure fairness and accountability, others believe that the accuracy of the outcomes should be the sole focus. This essay will discuss both perspectives and present a personal viewpoint on the matter.

On one hand, proponents of algorithmic transparency argue that it is vital for several reasons. Firstly, it allows individuals to understand how decisions are made, thereby fostering trust in the system. For instance, if an algorithm is used to determine loan eligibility or employment opportunities, applicants should have the right to know the factors influencing these decisions. This transparency can also help prevent discrimination based on race, gender, or other protected characteristics, as it allows for a comprehensive analysis of the algorithm's impact on different groups.

On the other hand, those who argue against the necessity of algorithmic transparency believe that as long as an algorithm produces accurate results, its inner workings should not be a concern. They contend that focusing on transparency can lead to unnecessary complications and divert attention from the primary objective: ensuring that algorithms are efficient and effective in solving problems. In some cases, disclosing the inner workings of an algorithm might even compromise its effectiveness or security.

In conclusion, while there are valid arguments for both sides, it is essential to strike a balance between accuracy and transparency. Algorithmic transparency is crucial in ensuring fairness and accountability; however, it should not be pursued at the expense of efficiency and effectiveness. Ultimately, finding ways to make algorithms more transparent without sacrificing their purpose is the key to striking this delicate balance.

In terms of IELTS scoring standards, the above response would likely receive a Band 9 (Expert User) score for Task Response, Coherence and Cohesion, Lexical Resource, and Grammatical Range and Accuracy.

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