Read the following passage and mark the letter A, B, C or D on your answer sheet to indicate the option that best fits each of the numbered...

Read the following passage and mark the letter A, B, C or D on your answer sheet to indicate the option that best fits each of the numbered blanks from 12 to 16.

        In the modern digital era, organizations collect vast amounts of information from countless sources every single day. (12) _______. This exponential growth has created both unprecedented opportunities and significant challenges for businesses worldwide. Companies now employ sophisticated algorithms to process these massive datasets, extracting meaningful patterns that were previously impossible to detect. (13) _______. The integration of artificial intelligence with data analytics has revolutionized decision-making processes across industries. (14) _______. Organizations that successfully harness these technologies gain competitive advantages by predicting customer behavior, optimizing operations, and identifying emerging market trends. Advanced machine learning models can now analyze billions of data points within seconds, providing insights that human analysts would take years to discover. (15) _______. Furthermore, cloud computing infrastructure enables even small businesses to access powerful analytical tools previously available only to large corporations. (16) _______. These technological advances continue transforming how we understand consumer preferences, manage resources, and solve complex problems in virtually every sector.

(Adapted from https://easy-flow.ai/blog/big-data-and-ai)

Question 12. A. The volume of generated data has been doubling approximately every two years, completely overwhelming conventional storage systems

B. The quantity of produced information has been increasing exponentially, thoroughly exceeding traditional archival capacities

C. The amount of created data has been expanding dramatically, entirely surpassing established retention infrastructure

D. The scale of accumulated information has been growing rapidly, fully outstripping conventional preservation mechanisms

Question 13. A. Hence, instructional systems have been reformulated to train individuals for positions that demand substantial computational and evaluative competencies

B. Therefore, authorities have restructured academic programs to equip learners for professions that require robust numerical and interpretive abilities

C. Thus, institutions have reconfigured training frameworks to ready students for occupations that necessitate solid statistical and reasoning capabilities

D. Consequently, educators have redesigned educational curricula to prepare students for careers that demand strong quantitative and analytical skills

Question 14. A. Afterward, projection systems have permitted vendors to foresee market variations and adapt supply volumes suitably

B. Subsequently, forecasting algorithms have allowed merchants to predict consumption patterns and modify stock quantities appropriately

C. Since then, predictive analytics has enabled retailers to anticipate demand fluctuations and adjust inventory levels accordingly

D. Following this, anticipatory models have enabled distributors to forecast requirement changes and revise stockpile amounts correspondingly

Question 15. A. The ethical implications of automated decision-making, which have been explained to policymakers, emerged through detailed reports and legislative hearings

B. The moral considerations of algorithmic choices, which have been communicated to legislators, arose via comprehensive analyses and parliamentary sessions

C. The philosophical dimensions of computational determinations, which have been presented to authorities, surfaced through thorough documentation and regulatory consultations

D. The normative aspects of machine-based selections, which have been conveyed to decision-makers, appeared via extensive briefings and governmental proceedings

Question 16. A. Companies need to commit considerably to protective systems to shield important data holdings from continually evolving technological risks

B. Enterprises should allocate significantly to security protocols to safeguard critical information resources from progressively advanced digital dangers

C. Organizations must invest substantially in cybersecurity measures to protect valuable data assets from increasingly sophisticated cyber threats

D. Corporations must dedicate extensively to defense mechanisms to secure essential information assets from increasingly complex electronic hazards