Question

Difficulty: HardSummary: Distinguishing Essential Ideas from Irrelevancies

Read the passage below carefully and answer the question that follows:

While over two thousand indigenous languages are spoken across Africa, fewer than one percent possess the robust digital resources required for integration into modern artificial intelligence frameworks. In recent years, collaborative open-source initiatives have begun building localized natural language processing datasets for languages such as Yoruba, isiZulu, and Amharic. Critics frequently argue that allocating computational infrastructure to low-resource languages yields negligible economic returns compared to refining global languages like English or Mandarin. However, language loss undermines indigenous knowledge systems, oral histories, and community self-determination. By developing tailored tokenizers and crowdsourced voice corpora, African researchers are ensuring these languages survive in the digital era. Although training localized models presents significant technical hurdles—such as dialectal variations, limited digitized texts, and inconsistent orthographies—the central imperative remains cultural preservation through technological inclusion, rather than mere commercial profitability.

Which of the following statements best encapsulates the essential thesis of the passage while excluding supporting details and secondary arguments?

  1. A
    African researchers are overcoming digital hurdles by developing specialized tokenizers and crowdsourced voice corpora for low-resource languages.
  2. The primary imperative of digitizing indigenous African languages is cultural preservation and technological inclusion rather than financial return.Answer
  3. C
    Developing localized artificial intelligence tools will eventually cause global languages like English and Mandarin to lose their commercial dominance.
  4. D
    Investing computational infrastructure in low-resource African languages is an unviable undertaking due to its negligible economic yields.

Answer

The primary imperative of digitizing indigenous African languages is cultural preservation and technological inclusion rather than financial return.
The statement emphasizing cultural preservation and technological inclusion over financial return directly captures the author's primary argument. The text explicitly concludes that despite low economic returns and technical hurdles, preserving cultural heritage and self-determination is the central imperative.

Step-by-Step Solution

1
Identify the main topic and author's overall stance.
The text discusses the digital preservation of African languages via natural language processing (NLP).
Establishing the general domain helps distinguish central arguments from background context.
2
Filter out counterarguments and supporting details.
Mentions of critics' economic views are counterarguments; mentions of tokenizers and voice corpora are supporting procedural details.
A summary must eliminate illustrative examples, procedural mechanisms, and secondary perspectives.
3
Extract the overarching conclusion.
The final sentence explicitly frames cultural preservation and inclusion over commercial profit as the 'central imperative'.
The central imperative represents the core thesis that unifies the entire passage.

Key Concept

Distinguishing essential arguments from supporting mechanisms, counterarguments, and minor details.
Estimated Time:2m 0s
Rate this question