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From automated farm tractors to exam paper grading, AI boosts efficiency for some in India

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From automated farm tractors to exam paper grading, AI boosts efficiency for some in India
News

News

From automated farm tractors to exam paper grading, AI boosts efficiency for some in India

2026-02-18 11:02 Last Updated At:15:57

KARNAL, India (AP) — Farmer Bir Virk tapped the iPad mounted beside his tractor’s steering wheel and switched the vehicle to automatic mode. The machine moved forward and began harvesting potatoes on its own in the fields of Karnal, a city in northern India.

Some 145 kilometers (90 miles) away in the country's capital of New Delhi, educator Swetank Pandey employed similar automation at his coaching academy. He used algorithms to scan and grade handwritten exam papers from candidates for India’s competitive civil services.

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A person uses an AI or Artificial Intelligence applications on his laptop in New Delhi, India, on Feb. 13, 2026. (AP Photo/Piyush Nagpal)

A person uses an AI or Artificial Intelligence applications on his laptop in New Delhi, India, on Feb. 13, 2026. (AP Photo/Piyush Nagpal)

Workers follow an AI-operated driverless tractor harvesting potatoes at Bir Virk's farm near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

Workers follow an AI-operated driverless tractor harvesting potatoes at Bir Virk's farm near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

An AI-operated driverless tractor is used to harvest potatoes at a farm near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

An AI-operated driverless tractor is used to harvest potatoes at a farm near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

Indian farmer Bir Virk, second left, talks with his neighboring farmer about using AI, or Artificial Intelligence technology in farming, near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

Indian farmer Bir Virk, second left, talks with his neighboring farmer about using AI, or Artificial Intelligence technology in farming, near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

In both cases, the same invisible hand was at work: artificial intelligence.

From farms to classrooms, AI is fast emerging as a tool for many Indians to boost efficiency and cut time, costs and labor. Early adopters, like Virk and Pandey, say the technology is helping them boost productivity as they test AI’s potential to find solutions at work.

“I am able to farm very efficiently and I feel very happy that I do the work what my grandfather and father used to do. Now I am carrying the tradition forward with the right technology,” said Virk.

As AI use surges across the globe, the technology is steadily gaining ground across India as businesses, startups and individuals experiment with new ways to improve efficiency.

The Indian government is also rolling out national initiatives to fund research and train workers in AI. That push is on display this week as New Delhi hosts a five-day AI summit, which is being attended by heads of state and top tech CEOs.

With nearly a billion internet users, India has also become a key focus for global tech companies to scale their AI businesses in one of the world’s fastest-growing digital markets.

Last December, Microsoft announced a $17.5 billion investment over four years to expand cloud and AI infrastructure in India. It followed Google’s $15 billion investment over five years, including plans for its first AI hub in the country.

“There’s some good use cases that have started. There are these scaling platforms that are now embedding AI into them,” said Sangeeta Gupta, senior vice president at NASSCOM, a prominent body representing India’s technology industry.

India’s adoption to AI, however, has its constraints.

The country still lags in developing its own large-scale AI model like U.S.-based OpenAI or China’s DeepSeek, highlighting challenges such as limited access to advanced semiconductor chips, data centers and hundreds of local languages to learn from.

While tech companies have ramped up spending on AI training and reskilling, those unable to adapt are being pushed out. Tata Consultancy Services, the country’s largest private employer, cut more than 12,000 jobs last year, driven by a rapid shift toward AI.

At the same time, however, people like Virk and Pandey say AI tools are already making their work faster and more efficient.

Virk, the farmer, first encountered AI-driven farming technology five years ago while studying and working in the United States. When he returned to India in 2021, he imported the system from a Swedish company and has been using it on his farm for the past couple of years.

His automated tractor can plant seeds, spray fertilizer and harvest crops. The system costs about $3,864 and combines a steering motor, satellite signals that help move the tractor precisely, and an AI-driven software that converts data into movement.

It also logs errors and uploads them to a cloud platform, where the software company analyzes the data and sends related updates back to the machine.

“Technology and intelligence play a big role in this. The tractor works in a straight line. It maintains an accuracy of 0.01 centimeter (0.004 inch),” Virk said.

He said his AI-enabled tractor has reduced his work time by half.

“Its most special feature is that it is self-learning,” he said.

Educator Pandey teaches at a civil services coaching center, a sector known for its fierce competition. Millions of young Indians compete for civil service jobs each year, and coaching centers process vast numbers of tests, evaluations and revisions.

Pandey said AI has made that workload easier to manage.

Using large language models such as ChatGPT, Gemini and Claude, along with other automation tools, Pandey and his team scan and evaluate answer sheets, create targeted study material and structure syllabuses for the aspirants.

Pandey said the technology helps him carry out repetitive tasks, allowing tens of thousands of answer sheets to be evaluated in as little as 20 to 25 minutes.

“If you have a better machine, bigger system, you can do it in two minutes,” he said.

For now, his coaching academy uses a hybrid model. AI helps with evaluations and teachers review the output, improving both speed and quality.

Pandey said AI often produces study material that students find more relatable than those devised by teachers.

“AI is able to give us in advance a basic idea what the student is doing right now and what next he or she should do to be able to achieve their goals,” he said.

——

Saaliq reported from New Delhi.

A person uses an AI or Artificial Intelligence applications on his laptop in New Delhi, India, on Feb. 13, 2026. (AP Photo/Piyush Nagpal)

A person uses an AI or Artificial Intelligence applications on his laptop in New Delhi, India, on Feb. 13, 2026. (AP Photo/Piyush Nagpal)

Workers follow an AI-operated driverless tractor harvesting potatoes at Bir Virk's farm near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

Workers follow an AI-operated driverless tractor harvesting potatoes at Bir Virk's farm near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

An AI-operated driverless tractor is used to harvest potatoes at a farm near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

An AI-operated driverless tractor is used to harvest potatoes at a farm near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

Indian farmer Bir Virk, second left, talks with his neighboring farmer about using AI, or Artificial Intelligence technology in farming, near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

Indian farmer Bir Virk, second left, talks with his neighboring farmer about using AI, or Artificial Intelligence technology in farming, near Karnal, India, on Feb. 10, 2026. (AP Photo/Piyush Nagpal)

NEW ORLEANS (AP) — Trey Murphy III scored 28 points, Dejounte Murray added 27 and the New Orleans Pelicans beat the Toronto Raptors 122-111 on Wednesday night, spoiling Brandon Ingram's return to the city where he played for six seasons.

Murray had his highest-scoring game since his return from a torn right Achilles tendon that sidelined him for more than a year. Zion Williamson added 19 points for the Pelicans, who have won seven of 10.

In his first game at New Orleans since he was traded to Toronto in February of last year, Ingram finished with 22 points. The 10-year veteran also surpassed 11,000 points for his career.

Immanuel Quickley scored 25 points for Toronto, which has lost six of eight. This defeat dropped the Raptors from fifth to seventh in the Eastern Conference, one-half game behind Orlando and Miami.

Murphy shot 8 of 12 from the field and 5 of 8 from 3-point range. Both teams made 14 3-pointers, but New Orleans did it on 29 attempts (48.3%) and Toronto needed 44 (31.8%).

The Pelicans led 60-58 at halftime and expanded their lead to 18 points in the third quarter. The Raptors got back within two early in the fourth, but New Orleans responded with an 8-0 run and Toronto never got closer than six the rest of the way. Murphy put it away when he hit a 3 with 2:19 left for a 116-101 lead.

During the first quarter, the Pelicans played a video tribute to Ingram, who averaged 17.6 points and made his first All-Star Game during his time in New Orleans.

Raptors: Host Phoenix on Friday.

Pelicans: At Houston on Friday.

AP NBA: https://apnews.com/hub/nba

Toronto Raptors forward Brandon Ingram (3) reacts during the first half of an NBA basketball game against the New Orleans Pelicans in New Orleans, Wednesday, March 11, 2026. (AP Photo/Matthew Hinton)

Toronto Raptors forward Brandon Ingram (3) reacts during the first half of an NBA basketball game against the New Orleans Pelicans in New Orleans, Wednesday, March 11, 2026. (AP Photo/Matthew Hinton)

Toronto Raptors forward Brandon Ingram (3) dunks after breaking away with steal next to New Orleans Pelicans forward Trey Murphy III (25) during the first half of an NBA basketball game in New Orleans, Wednesday, March 11, 2026. (AP Photo/Matthew Hinton)

Toronto Raptors forward Brandon Ingram (3) dunks after breaking away with steal next to New Orleans Pelicans forward Trey Murphy III (25) during the first half of an NBA basketball game in New Orleans, Wednesday, March 11, 2026. (AP Photo/Matthew Hinton)

New Orleans Pelicans guard Dejounte Murray (5) stands over Toronto Raptors guard Jamal Shead (23) next forward Herbert Jones (2) after Shead fell while trying to defend against the three point basket of Murray during the second half of an NBA basketball game in New Orleans, Wednesday, March 11, 2026. Murray received a technical foul after standing over him. (AP Photo/Matthew Hinton)

New Orleans Pelicans guard Dejounte Murray (5) stands over Toronto Raptors guard Jamal Shead (23) next forward Herbert Jones (2) after Shead fell while trying to defend against the three point basket of Murray during the second half of an NBA basketball game in New Orleans, Wednesday, March 11, 2026. Murray received a technical foul after standing over him. (AP Photo/Matthew Hinton)

New Orleans Pelicans forward Zion Williamson (1) does a windmill dunk against the Toronto Raptors during the second half of an NBA basketball game in New Orleans, Wednesday, March 11, 2026. (AP Photo/Matthew Hinton)

New Orleans Pelicans forward Zion Williamson (1) does a windmill dunk against the Toronto Raptors during the second half of an NBA basketball game in New Orleans, Wednesday, March 11, 2026. (AP Photo/Matthew Hinton)

New Orleans Pelicans forward Zion Williamson, center, celebrates a windmill dunk against the Toronto Raptors with center DeAndre Jordan next to Toronto Raptors forward Scottie Barnes (4) during the second half of an NBA basketball game in New Orleans, Wednesday, March 11, 2026. (AP Photo/Matthew Hinton)

New Orleans Pelicans forward Zion Williamson, center, celebrates a windmill dunk against the Toronto Raptors with center DeAndre Jordan next to Toronto Raptors forward Scottie Barnes (4) during the second half of an NBA basketball game in New Orleans, Wednesday, March 11, 2026. (AP Photo/Matthew Hinton)

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