Passage: India is starting to deploy AI for critical use cases such as weather forecasting, pest detection and control, and crop yield optimisation. However, penetration is limited to a small subset of tech-savvy farmers. In the US and in Europe, generative AI tools have started offering precision farming at scale, integrating large datasets to provide real-time agronomic insights. For at-scale integration and accessibility of AI tools in India, it would be helpful to develop Indian languages-based AI tools for smallholder farmers, partner with AgTechs to create affordable AI solutions, and disseminate AI-based advisory services through government programmes. Question: Which of the following statements is/are not correct? 1. Tech-savvy farmers will drive the AgTech companies of the future. 2. The development of advisory services by the government programmes for the use of AI tools in agriculture would be helpful. 3. In the US and Europe, AI tools have replaced traditional agricultural practices. 4. The integration of large datasets for use in real-time agronomic analysis is already a reality. Select the answer using the code given below.

Correct Answer: Option A

Why Option A (Statements 1 and 3) is correct: This question asks to identify the incorrect statements based on the passage.

• Statement 1 is not correct: The passage notes that AI penetration in India is currently limited to a small subset of "tech-savvy farmers." However, it never asserts that these farmers will drive future AgTech companies. The text instead suggests partnering with existing AgTechs to create affordable solutions. Over-extrapolation is a classic UPSC trap.
• Statement 3 is not correct: The passage states that AI tools in the US and Europe have "started offering precision farming at scale." It does not claim they have completely replaced traditional agricultural practices. According to a 2024 industry analysis by McKinsey on AI in agriculture, Generative AI acts as a "virtual agronomist" to augment—not entirely replace—traditional human farming practices and physical labor.

Why the other statements are correct (and thus eliminated):

• Statement 2 is correct: The passage explicitly states it would be helpful to "disseminate AI-based advisory services through government programmes." This recommendation accurately mirrors modern public policy; for instance, the Government of India launched the AI-powered PM-KISAN Chatbot (Kisan e-Mitra) in September 2023, integrating it with the AI-driven Bhashini model to assist smallholder farmers in their native languages.
• Statement 4 is correct: The passage confirms that "integrating large datasets to provide real-time agronomic insights" is actively happening in the US and Europe. Cloud-powered precision farming platforms today successfully use real-time data from field sensors, satellites, and agricultural drones to digitally map farm ecosystems, proving this is an established reality.

Concluding Takeaway: When solving UPSC CSAT Reading Comprehension questions, immediately eliminate options containing extreme absolutes (like "replaced") or speculative future predictions (like "will drive") that extend beyond the author's literal scope.