Comprehension

In my book “Searches,” I chronicle how big technology companies have exploited human language for their gain. We let this happen, I argue, because we also benefit somewhat from using the products. It’s a dynamic that makes up big tech’s accumulation of wealth and power: we’re both victims and beneficiaries. I describe this complicity, but I also enact it, through my own internet archives: my Google searches, my Amazon product reviews, and my ChatGPT dialogues. . . . 
People often describe chatbots’ output as “bland” or “generic”– the linguistic equivalent of a beige office building. OpenAI’s products are built to “sound like a colleague”, as OpenAI puts it, using language that, coming from a person, would sound “polite”, “empathetic”, “kind”, “rationally optimistic” and “engaging”, among other qualities. OpenAI describes these strategies as helping its products seem “professional” and “approachable”. This appears to be bound up with making us feel safe . . .
Trust is a challenge for artificial intelligence (AI) companies, partly because their products regularly produce falsehoods and reify sexist, racist, US-centric cultural norms. While the companies are working on these problems, they persist: OpenAI found that its latest systems generate errors at a higher rate than its previous system. In the book, I wrote about the inaccuracies and biases and also demonstrated them with the products. When I prompted Microsoft’s Bing Image Creator to produce a picture of engineers and space explorers, it gave me an entirely male cast of characters; when my father asked ChatGPT to edit his writing, it transmuted his perfectly correct Indian English into American English. Those weren’t flukes. Research suggests that both tendencies are widespread.
In my own ChatGPT dialogues, I wanted to enact how the product’s veneer of collegial neutrality could lull us into absorbing false or biased responses without much critical engagement. Over time, ChatGPT seemed to be guiding me to write a more positive book about big tech– including editing my description of OpenAI’s CEO, Sam Altman, to call him “a visionary and a pragmatist”. I’m not aware of research on whether ChatGPT tends to favor big tech, OpenAI or Altman, and I can only guess why it seemed that way in our conversation. OpenAI explicitly states that its products shouldn’t attempt to influence users’ thinking. When I asked ChatGPT about some of the issues, it blamed biases in its training data– though I suspect my arguably leading questions played a role too. When I queried ChatGPT about its rhetoric, it responded: “The way I communicate is designed to foster trust and confidence in my responses, which can be both helpful and potentially misleading.” . . . OpenAI has its own goals, of course. Among them, it emphasizes wanting to build AI that “benefits all of humanity”. But while the company is controlled by a non-profit with that mission, its funders still seek a return on their investment. That will presumably require getting people using products such as ChatGPT even more than they already are– a goal that is easier to accomplish if people see those products as trustworthy collaborators.

Question: 1

The author of the passage is least likely to agree with which one of the following claims?

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Be cautious of the neutrality claims made by AI systems. Often, they may not be truly neutral but instead reflect the interests of the companies behind them.
Updated On: Jul 4, 2026
  • When we use AI, we become accomplices to the exploitative practices of big tech companies.
  • The neutrality of AI is conducive to critical thinking.
  • The neutrality of AI is motivated by economic considerations.
  • ChatGPT favours AI companies and their officials, like Sam Altman, in its responses.
Show Solution

The Correct Option is B

Solution and Explanation

Read the question as asking for the one idea that clashes with the author's tone toward AI. Three options, complicity in big tech's power, profit-driven motives behind the friendly tone, and the Sam Altman edit, are all examples the author uses to criticise AI, so she clearly stands behind them. Only the claim that neutrality helps critical thinking runs against her entire argument, since her point is that the calm, neutral tone is what stops readers from questioning what they are told. That makes option (2) the one position she would push back on, so the correct choice is option (2).
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Question: 2

On the basis of the purpose of the examples in the passage, pick the odd one out from the following AI-generated responses mentioned in the passage:

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Pay attention to how AI systems self-reflect and how they guide users towards specific perspectives, which may influence the user's thinking.
Updated On: Jul 4, 2026
  • “When I prompted Microsoft’s Bing Image Creator to produce a picture of engineers and space explorers, it gave me an entirely male cast of characters . . .”
  • “. . . when my father asked ChatGPT to edit his writing, it transmuted his perfectly correct Indian English into American English.”
  • “When I queried ChatGPT about its rhetoric, it responded: ‘The way I communicate is designed to foster trust and confidence in my responses, which can be both helpful and potentially misleading.’”
  • “Over time, ChatGPT seemed to be guiding me to write a more positive book about big tech – including editing my description of OpenAI’s CEO, Sam Altman, to call him ‘a visionary and a pragmatist’.”
Show Solution

The Correct Option is C

Solution and Explanation

Look at what each example is meant to illustrate rather than the topic it covers. The image-generation, writing-edit, and book-editing examples all catch the AI in the act of quietly distorting something, gender balance, regional English, or a CEO's portrayal, without being asked about it. The rhetoric example is different because the author directly asked the system to talk about its own style, so what follows is a description, almost a confession, rather than a caught-in-the-act distortion. That difference in role, demonstrated flaw versus stated self-description, makes the rhetoric quote the odd one out, so the answer is option (3).
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Question: 3

All of the following statements from the passage affirm the disjunct between the claims about AI made by tech companies and what AI actually does EXCEPT:

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Be aware of how AI systems may reflect the interests of large companies, influencing responses that align with their goals.
Updated On: Jul 4, 2026
  • “I’m not aware of research on whether ChatGPT tends to favor big tech, OpenAI or Altman, and I can only guess why it seemed that way in our conversation.”
  • “It’s a dynamic that makes us complicit in big tech’s accumulation of wealth and power: we’re both victims and beneficiaries.”
  • “When I prompted Microsoft’s Bing Image Creator to produce a picture of engineers and space explorers, it gave me an entirely male cast of characters . . .”
  • “In my own ChatGPT dialogues, I wanted to enact how the product’s veneer of collegial neutrality could lull us into absorbing false or biased responses without much critical engagement.”
Show Solution

The Correct Option is A

Solution and Explanation

The three statements that affirm the gap all commit to something specific happening, users being turned into "victims and beneficiaries" of big tech's power, an image tool producing an all-male cast despite a claim of neutral output, and a "veneer" of neutrality that hides biased answers. Option (1) commits to nothing of the sort. It only says the author is unaware of any research and is guessing why the chatbot seemed to favour big tech, which is an admission of not knowing rather than a demonstration of a mismatch between AI's promise and its behaviour. Since it is the one statement that does not point to an actual contradiction, option (1) is the exception.
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Question: 4

The author compares AI-generated texts with “a beige office building” for all of the following reasons EXCEPT:

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Critique AI’s neutrality by considering how it may overly simplify responses and reflect corporate interests, rather than offering truly unbiased insights.
Updated On: Jul 4, 2026
  • AI generates generalized responses that lack specificity and nuance.
  • AI-generated texts often exhibit a warm, polite, and collegial tone.
  • AI aims to foster a feeling of trust and credibility among its users.
  • AI tends to blame its training data when scrutinized for its biases.
Show Solution

The Correct Option is D

Solution and Explanation

Picture what a beige office building actually communicates just by existing, nothing flashy, mildly pleasant, and reassuring to walk into. That covers the generic, toneless writing in option (1), the polite and collegial voice in option (2), and the sense of trust the text is designed to build in option (3). None of that has anything to do with how the system reacts when someone questions its biases. Deflecting blame onto training data, as in option (4), is a defensive response to criticism, not a quality of appearance or tone, so it sits outside what the beige-building comparison is describing, making option (4) the exception.
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