2024 UPDATE!! Altman: prepare for AI to be "uncomfortable" 33% US jobs gone..SKYNET, AI medical advances? BASIC INCOME? 1st AI MOVIE! AI MAYOR!!

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Samsung builds entirely AI-powered chip factory; humans no longer needed​

January 25, 2024 at 11:11 am EST

Copyright © Business AMBE 2023

Summary. Samsung Electronics plans to fully automate its semiconductor factories by 2030, where "smart sensors" will control the manufacturing process. The world's largest maker of memory chips wants to create an "artificial intelligence factory" that operates without human labor.

This innovation could revolutionize the semiconductor industry, potentially leading to increased efficiency and reduced costs. That transition also highlights ethical issues about AI's role in the industry.

In the news. Samsung is working on a "Smart Sensing System" to improve profitability and change factory dynamics.

  • The company has plans to fully automate its manufacturing facilities by 2030.

Zoom in. Samsung has indicated since last summer that it wants to use AI to optimize integrated circuit (IC) design, material development, manufacturing, yield improvement and packaging.

  • Identifying the cause of defects in the manufacturing process is also a top priority of the AI plan.

    • Smart sensors are being developed for this purpose. These measure plasma uniformity and detect defects in real time, which is essential for processes such as deposition, etching and cleaning.
  • Samsung is also moving from dependence on foreign suppliers to in-house development, in its quest for technological independence.
Zoom out. Samsung's initiative is indicative of a broader trend toward automation and AI in the manufacturing sector.


  • But the shift toward AI and automation raises questions about the future of employment and the role of human workers in an increasingly technological world.
  • Several studies predict a labor market tsunami as more and more companies introduce Artificial Intelligence (AI). These predict the disappearance of 1 in 4 to even 1 in 3 jobs. Fortunately, a Deutsche Bank study counters this.
© The Content Exchange, source News
Well to keep it a trillion, I don’t think many people in the world right now could work in them semiconductor factories anyway
 

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General News

27 Feb 2024


Klarna AI assistant handles two-thirds of customer service chats in its first month​


New York, NY – February 27, 2024 – Klarna today announced its AI assistant powered by OpenAI. Now live globally for 1 month, the numbers speak for themselves:


  • The AI assistant has had 2.3 million conversations, two-thirds of Klarna’s customer service chats
  • It is doing the equivalent work of 700 full-time agents
  • It is on par with human agents in regard to customer satisfaction score
  • It is more accurate in errand resolution, leading to a 25% drop in repeat inquiries
  • Customers now resolve their errands in less than 2 mins compared to 11 mins previously
  • It’s available in 23 markets, 24/7 and communicates in more than 35 languages
  • It’s estimated to drive a $40 million USD in profit improvement to Klarna in 2024

Klarna has also seen massive improvement in communication with local immigrant and expat communities across all our markets thanks to the language support.

Available in the Klarna app, the assistant is designed to enhance the shopping and payments experience for Klarna’s 150 million consumers worldwide, capable of managing a range of tasks from multilingual customer service to managing refunds and returns, and fostering healthy financial habits. This launch marks a significant leap forward in Klarna's vision of a fully AI-powered financial assistant aimed at saving consumers time, worry and money, while making the global retail banking industry more efficient and consumer-focused. Exciting new features are already in the pipeline and will be added to the AI assistant soon. Additionally, customers can still choose to interact with live agents if they’d prefer.

"Klarna is at the very forefront among our partners in AI adoption and practical application.” said Brad Lightcap, COO of OpenAI. “Together we are unlocking the vast potential for AI to boost productivity and improve our day-to-day lives."

“This AI breakthrough in customer interaction means superior experiences for our customers at better prices, more interesting challenges for our employees, and better returns for our investors.” said Sebastian Siemiatkowski, co-founder and CEO of Klarna. “We are incredibly excited about this launch, but it also underscores the profound impact on society that AI will have. We want to reemphasize and encourage society and politicians to consider this carefully and believe a considerate, informed and steady stewardship will be critical to navigate through this transformation of our societies.

a10a16d19078e325_800x800ar.jpeg

The following key features are currently available to consumers worldwide:
  • A 24/7 customer service expert: Klarna's AI Assistant is a dependable, always-available resource for all customer service needs. It proficiently handles a wide array of queries, including refunds, returns, payment-related issues, cancellations, disputes, and invoice inaccuracies, ensuring swift and effective solutions.
  • Your personal financial assistant: Klarna's AI Assistant offers real-time updates on your outstanding balances and upcoming payment schedules, ensuring you never miss a Klarna payment. It also provides a clear understanding of your purchase power, explaining your spending limits and the reasons behind them, empowering you to make informed and confident shopping choices.
  • Multilingual chat support: Do you speak Arabic? نعم بالطبع! And how about French? Oui bien sûr, comment puis-je vous aider? Wherever you're from and whatever you speak, Klarna’s AI Assistant is always ready to chat in your mother tongue – adept at handling inquiries in over 35 languages.
ABOUT KLARNA

Since 2005 Klarna has been on a mission to accelerate commerce with consumer needs at the heart of it. With over 150 million global active users and 2 million transactions per day, Klarna’s fair, sustainable and AI-powered payment and shopping solutions are revolutionizing the way people shop and pay online and in-store, empowering consumers to shop smarter with greater confidence and convenience. More than 500,000 global retailers integrate Klarna’s innovative technology and marketing solutions to drive growth and loyalty, including H&M, Saks, Sephora, Macy’s, Ikea, Expedia Group, Nike and Airbnb. For more information, visit
Klarna.com.

ABOUT OPENAI

OpenAI’s
mission is to create safe and powerful AI that benefits all of humanity.
 

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UK government wants to use AI to cut civil service jobs​

Yes, you read that right.​


Sarah Fielding

Thu, Feb 29, 2024, 9:00 AM EST·2 min read



341eb150-b218-11ee-99fe-8b9acfd2f8fe

ASSOCIATED PRESS

The two primary fears around AI are that the information these systems produce is gibberish, and that it'll unjustly take jobs away from people who won't make such sloppy mistakes. But the UK's current government is actively promoting the use of AI to do the work normally done by civil servants, including drafting responses to parliamentary inquiries, the Financial Times reports.

UK Deputy Prime Minister Oliver Dowden is set to unveil a "red box" tool that can allegedly absorb and summarize information from reputable sources, like the parliamentary record. A separate instrument is also being trialed that should work similarly but with individual responses to public consultations. While it's unclear how quickly the AI tool can perform this work, Dowden claims it takes three months with 25 civil servants. However, the drafts would allegedly always be double-checked by a human and include sourcing.


The Telegraph quoted Dowden arguing that implementing AI technology is critical to cutting civil service jobs — something he wants to do. "It really is the only way, I think, if we want to get on a sustainable path to headcount reduction. Remember how much the size of the Civil Service has grown as a result of the pandemic and, and EU exit preparedness. We need to really embrace this stuff to drive the numbers down." Dowden's statement aligns with hopes from his boss, Prime Minister Rishi Sunak, to use technology to increase government productivity — shockingly, neither person has offered to save money by giving AI their job.

Dowden does show some restraint against having AI do everything. In a pre-speech briefing, he noted that the government wouldn't use AI for any "novel or contentious or highly politically sensitive areas." At the same time, the Cabinet Office's AI division is set to grow from 30 to 70 employees and to get a new budget of £110 million ($139.1 million), up from £5 million ($6.3 million).
 

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JPMorgan Says Its AI Cash Flow Software Cut Human Work By Almost 90%The company has roughly 2,500 clients using the AI-backed tool — and it could soon charge for the service based on its success.​

BY SHERIN SHIBU• MAR 5, 2024

Key Takeaways​

  • JPMorgan set a goal to generate $1.5 billion in business value with AI in 2023.
  • The company launched a free cashflow intelligence AI tool for its corporate clients that impacted manual work at some firms.
  • JPMorgan's analytics and insights solutions page mentions the tool as "an intuitive AI interface."

I understand that the data I am submitting will be used to provide me with the above-described products and/or services and communications in connection therewith.

Read our privacy policy for more information.


JPMorgan launched a free Cash Flow Intelligence AI tool last year for its corporate customers, and now the bank says the tool has helped some of them cut human-oriented manual work by close to 90%, according to a Bloomberg report.

About 2,500 unnamed clients use the AI tool, which makes it successful enough that JPMorgan may start charging for it one day, according to that same report.

"Cashflow forecasting is very complex and you need a lot of judgment," Tony Wimmer, the head of data and analytics at JPMorgan's wholesale payments unit, told Bloomberg.

Wimmer, who leads a team of about 300 data scientists, data engineers, and other employees, is still a "firm believer" that "machines enhanced by humans will not go away for a long time."

JPMorgan's analytics and insights solutions page mentions the tool as "an intuitive AI interface" that analyzes, sorts, and categorizes company cash flows. It can also help clients create forecasts.

Other big banks have AI tools too. Bank of America has an AI CashPro forecasting tool that keeps track of cash flows for free, and RBC offers a similar tool called NOMI.

1709663977_GettyImages-1243427649.jpg
Jamie Dimon, CEO of JPMorgan Chase. Credit: Tom Williams/CQ-Roll Call, Inc via Getty Images

JPMorgan CEO Jamie Dimon predicted in October that the next generation will probably be working 3.5 days per week thanks to AI. The company set a goal to generate $1.5 billion in business value with AI in 2023.
 

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Nvidia announces AI-powered health care 'agents' that outperform nurses — and cost $9 an hour​


Hippocratic AI and Nvidia teamed up to develop an 'empathetic' health care bot that handles patient calls​

By Breck Dumas FOXBusiness

Bullseye American Ingenuity Fund portfolio manager Adam Johnson and Payne Capital Management President Ryan Payne weigh in on Nvidia and Bitcoin on ‘Mornings with Maria.’ video
Bullseye American Ingenuity Fund portfolio manager Adam Johnson and Payne Capital Management President Ryan Payne weigh in on Nvidia and Bitcoin on ‘Mornings with Maria.’

High-powered chipmaker Nvidia has teamed up with artificial intelligence health care company Hippocratic AI to develop generative AI "agents" that not only outperform human nurses on video calls but cost a lot less per hour.

The two companies on Thursday announced their collaboration to build "empathetic health care agents" powered by Nvidia and trained on Hippocratic's health care-focused large language model (LLM) that are better able to form a human connection with patients through "super-low latency conversational reactions."



Nvidia CEO Jensen Huang Blackwell AI Chip

Nvidia CEO Jensen Huang delivers a keynote address during the Nvidia GTC Artificial Intelligence Conference at SAP Center March 18, 2024, in San Jose, Calif. (Justin Sullivan/Getty Images / Getty Images)

Hippocratic's agents have already been tested by more than 1,000 registered nurses and 100 licensed physicians in the U.S., and dozens of health care providers are trying out the bots internally for non-diagnostic tasks.

The company's data shows its bots outperform not only rivals such as OpenAI's GPT-4 and the LLaMA 2 70B Chat, but beat human nurses in every category tested.

NVIDIA CEO JENSEN HUANG ANNOUNCES COMPANY'S NEXT-GEN AI CHIP

Hippocratic says its Constellation model outperformed real nurses 79% to 63% in identifying a medication's impact on lab values; 88% to 45% in identifying condition-specific disallowed over-the-counter medications; 96% to 93% in correctly comparing a lab value to a reference range; and 81% to 57% in detecting toxic dosages of over-the-counter drugs.


nurse with folded arms

Nvidia and Hippocratic AI have teamed up to develop AI-powered health care "agents" with empathetic conversation skills. (iStock / iStock)

In a press release, Nvidia and Hippocratic touted the agents as a way to help ease the shortage of health care workers in the U.S.

INTEL PLANS US BUILDING SPREE THANKS TO BILLIONS IN FEDERAL CHIP SUBSIDIES

Munjal Shah, co-founder and CEO of Hippocratic AI, said in a statement, "We’re working with NVIDIA to continue refining our technology and amplify the impact of our work of mitigating staffing shortages while enhancing access, equity and patient outcomes."


WHAT IS ARTIFICIAL INTELLIGENCE (AI)?

NVIDIA Corp.

"Voice-based digital agents powered by generative AI can usher in an age of abundance in health care, but only if the technology responds to patients as a human would," Kimberly Powell, Nvidia's vice president of health care, said.

The generative AI-powered bots also cost a fraction of the hourly rate for nurses.

Hippocratic's website shows its agents cost $9 an hour to operate. According to the Bureau of Labor Statistics, the median hourly pay for nurses was $39.05 as of 2022.
 

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Customer support workers are among those at risk in the first wave of AI adoption. The second wave will have a much bigger impact. Photograph: Xinhua/REX/Shutterstock

Artificial intelligence (AI)

AI ‘apocalypse’ could take away almost 8m jobs in UK, says report​

Women, younger workers and lower paid are at most risk from artificial intelligence, says IPPR thinktank

Richard Partington Economics correspondent

Wed 27 Mar 2024 01.00 EDT


Almost 8 million UK jobs could be lost to artificial intelligence in a “jobs apocalypse”, according to a report warning that women, younger workers and those on lower wages are at most risk from automation.

The Institute for Public Policy Research (IPPR) said that entry level, part-time and administrative jobs were most exposed to being replaced by AI under a “worst-case scenario” for the rollout of new technologies in the next three to five years.

The thinktank warned that the UK was facing a “sliding doors” moment as growing numbers of companies adopt generative AI technologies – which can read and create text, data and software code – to automate everyday workplace tasks.

The report said this first wave of AI adoption was already putting jobs at risk as growing numbers of companies introduce the technology. However, a second wave could lead to the automation of more jobs amid rapid advances in AI.

Analysing 22,000 tasks in the economy covering every type of job, the IPPR said 11% of tasks currently done by workers were at risk. This could, though, increase to 59% of tasks in the second wave as technologies develop to handle increasingly complex processes.

It said routine cognitive tasks – including database management, scheduling and stocktaking – were already at risk, with potential to displace entry level and part-time jobs in secretarial work, administration and customer services.

However, the second wave of AI adoption could impact non-routine tasks involving the creation of databases, copywriting and graphic design, which would affect increasingly higher earning jobs.

Women would be significantly more affected, as “they are more likely to work in the most exposed occupations, such as secretarial and administrative occupations”, the IPPR said.

In the worst-case scenario for the second wave of AI, 7.9m jobs could be displaced, the report said, with any gains for the economy from productivity improvements cancelled out with zero growth in GDP within three to five years.

In a best-case scenario for full augmentation of the workforce with generative AI, no jobs would be lost, while the size of the economy could be increased by 4%, or about £92bn a year.

Sounding the alarm over the impact on workers, the left-of-centre thinktank said government action could prevent a “jobs apocalypse”, and help to harness the power of AI to boost economic growth and raise living standards.

Carsten Jung, senior economist at IPPR, said: “Already existing generative AI could lead to big labour market disruption or it could hugely boost economic growth. Either way, it is set to be a gamechanger for millions of us.

“But technology isn’t destiny and a jobs apocalypse is not inevitable – government, employers and unions have the opportunity to make crucial design decisions now that ensure we manage this new technology well. If they don’t act soon, it may be too late.”
 

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Mamma Mia star Sara Poyzer is replaced by AI for BBC production as she calls the shock decision 'sobering' and 'grim times' for the industry​

By MOLLY CLAYTON and PAUL REVOIR MEDIA EDITOR

PUBLISHED: 15:56 EDT, 27 March 2024 | UPDATED: 16:05 EDT, 27 March 2024
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She has dominated the West End for her performance as a lead actress in Mamma Mia for over ten years.

But after decades of performances, shows and gigs, the BBC have decided a robot can do her job better after replacing actress Sara Poyzer with Artificial Intelligence.

Ms Poyzer, who has toured the world playing Donna Sheridan in the Mamma Mia musical for 11 years, has had a successful career as an actress and voiceover artist.

Most recently starring in Olivier award winning West End show Come From Away, she has been employed by the BBC for at least 20 years working on hit shows Doctors, EastEnders and The Archers.

But yesterday she received an email from the corporation telling her she was no longer needed for a role.

Sara Poyzer (pictured as Donna Sheridan in Mamma Mia) has dominated the West End for her performance as a lead actress in Mamma Mia for over ten years

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Sara Poyzer (pictured as Donna Sheridan in Mamma Mia) has dominated the West End for her performance as a lead actress in Mamma Mia for over ten years

Yesterday she received an email from the corporation telling her she was no longer needed for a role

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Yesterday she received an email from the corporation telling her she was no longer needed for a role

The BBC have decided a robot can do her job better after replacing actress Sara Poyzer with Artificial Intelligence (File image)

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Helen Skelton's ex-husband Richie Myler set to be a dad again

Posting a screenshot on her Twitter and Instagram, the email read: 'Sorry for the delay – we have had the approval from the BBC to use the AI generated voice so we won't need Sara anymore.'

Tagging the BBC and trade union Equity, Ms Poyzer captioned the photo 'sobering…' with a sad face emoji.

The Mail has learnt that the email was a response from a production company that was working with the BBC on a project hoping to hire Ms Poyzer.

Ms Poyzer was waiting to hear back on whether it had been confirmed but was told they would be using AI instead.

She commented on her post saying that the industry was in 'grim times'.

She was flooded with support in the comments with many industry professionals saying the same thing had happened to them too recently.

'It's happened with myself and art projects many times now, sorry this has happened to you,' one person said.

Another commented: 'Happening to all our industries. It's killing all our jobs. I saw an entire set which was AI the other day.'

'This is awful and so heartlessly put,' another said.

Posting a screenshot on her Twitter and Instagram, the email read: 'Sorry for the delay – we have had the approval from the BBC to use the AI generated voice so we won't need Sara anymore'

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View gallery

Posting a screenshot on her Twitter and Instagram, the email read: 'Sorry for the delay – we have had the approval from the BBC to use the AI generated voice so we won't need Sara anymore'

She was flooded with support with many industry professionals saying the same thing had happened to them too recently

+6
View gallery

She was flooded with support with many industry professionals saying the same thing had happened to them too recently

Ms Poyzer was waiting to hear back on whether it had been confirmed but was told they would be using AI instead

+6
View gallery

Ms Poyzer was waiting to hear back on whether it had been confirmed but was told they would be using AI instead

Equity, the performing arts workers union, launched 'Stop AI Stealing The Show' in 2022- a campaign around performers' rights over Artificial Intelligence.

The BBC covered and backed the campaign heavily discussing it on the likes of Front Row and BBC News.

This week the BBC vowed to stop using AI to promote Doctor Who after receiving complaints from viewers.

Voice Squad, a voiceover agency that works with Ms Poyzer said: 'We were very disappointed to receive the production company's response, particularly as it's a BBC project.

'The BBC have always stood for quality in their factual and drama broadcasting. As a voiceover agency we feel that AI is a danger to the whole industry – removing work from artists who have trained for three years at drama-school and spent many years honing their craft.

'Voice artists are particularly skilled actors who deserve not to have their work devalued.'

The BBC was contacted for comment, while Ms Poyzer declined to comment.
 

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Study shows ChatGPT can produce medical record notes 10 times faster than doctors without compromising quality​

by Uppsala University

doctor
Credit: CC0 Public Domain

The AI model ChatGPT can write administrative medical notes up to 10 times faster than doctors without compromising quality. This is according to a study conducted by researchers at Uppsala University Hospital and Uppsala University in collaboration with Danderyd Hospital and the University Hospital of Basel, Switzerland. The research is published in the journal Acta Orthopaedica.

They conducted a pilot study of just six virtual patient cases, which will now be followed up with an in-depth study of 1,000 authentic patient medical records.

"For years, the debate has centered on how to improve the efficiency of health care. Thanks to advances in generative AI and language modeling, there are now opportunities to reduce the administrative burden on health care professionals. This will allow doctors to spend more time with their patients," explains Cyrus Brodén, an orthopedic physician and researcher at Uppsala University Hospital and Uppsala University.

Administrative tasks take up a large share of a doctor's working hours, reducing the time for patient contact and contributing to a stressful work situation.

Researchers at Uppsala University Hospital and Uppsala University, in collaboration with Danderyd Hospital and the University Hospital of Basel, Switzerland, have shown in a new study that the AI model ChatGPT can write administrative medical notes up to 10 times faster than doctors without compromising quality.

The aim of the study was to assess the quality and effectiveness of the ChatGPT tool when producing medical record notes. The researchers used six virtual patient cases that mimicked real cases in both structure and content. Discharge documents for each case were generated by orthopaedic physicians. ChatGPT-4 was then asked to generate the same notes. The quality assessment was carried out by an expert panel of 15 people who were unaware of the source of the documents. As a secondary metric, the time required to create the documents was compared.

"The results show that ChatGPT-4 and human-generated notes are comparable in quality overall, but ChatGPT-4 produced discharge documents ten times faster than the doctors," notes Brodén.

"Our interpretation is that advanced large language models like ChatGPT-4 have the potential to change the way we work with administrative tasks in health care. I believe that generative AI will have a major impact on health care and that this could be the beginning of a very exciting development," he maintains.

The plan is to launch an in-depth study shortly, with researchers collecting 1,000 medical patient records. Again, the aim is to use ChatGPT to produce similar administrative notes in the patient records.

"This will be an interesting and resource-intensive project involving many partners. We are already working actively to fulfill all data management and confidentiality requirements to get the study underway," concludes Brodén.

More information: Guillermo Sanchez Rosenberg et al, ChatGPT-4 generates orthopedic discharge documents faster than humans maintaining comparable quality: a pilot study of 6 cases, Acta Orthopaedica (2024). DOI: 10.2340/17453674.2024.40182

Provided by Uppsala University
 

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US farms are making an urgent push into AI. It could help feed the world​

1 day ago

By Sam Becker,Features correspondent

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Getty Images Two farmers using AI (Credit: Getty Images)
Getty Images

American farmers are rapidly ploughing ahead with adopting artificial intelligence. The technology is as sophisticated as it is essential.

Standing in a lush green field in the American Midwest, a farmer points his smartphone at one of his soybean plants. He snaps a photo of a pest crawling a leaf, then lets an AI-driven programme name the species of the bug, and whether it's a cause for concern. Technology like this might sound like a novelty – but it is vital.

Across agriculture, a dearth of workers is threatening the viably of the industry, both in terms of profitably and crop yield. There simply are not enough hands to sustain the food systems that feed the world. This is particularly a problem in the US, which produces the third-largest agricultural output behind China and India.

One of the biggest issues is simple: farmers are getting older. Many can't take on the sun-up-to-sundown manual labour needed to effectively run a farm. And while many these operations have been family-run for decades, younger generations aren't taking the reins from their elders as they once did, instead opting for jobs in less labour-intensive, better-paying industries. The hired labourers who make up the rest of the agricultural workforce, largely immigrants, are following these patterns, too.

"Labour is the number one concern," says Emily Buckman, director of government affairs at the American Farm Bureau Federation, an industry trade association. "The average age of a farmer now is 60. Buckman herself grew up on a farm in Kentucky, where her 70-year-old father still works the soil, with only her brother to hlp him.

To solve the problem – especially as the worker pool is not only thinning but also getting more expensive, and crop yields are declining – some US farmers are looking to emerging robotics and AI tools. "We think about solutions to solving that problem, and we do think that advances in technology could help ease some of the labour load," says Buckman.

Artificial intelligence in agriculture is not wholly new: nascent iterations have been in use for two decades, like auto-steering guidance systems to row crops such as corn. But AI take-up in the past few years has been swift; according to some estimates, 87% of businesses in the US agricultural industry were using AI in some shape or form as of late 2021. The federal government, too, is currently fast-tracking the agriculture industry towards the tech, providing financial incentives to speed up development and deployment of AI across the country.

Matt Becker Machines like Tomra's potato processing robot – here on a farm in southern Idaho – are reducing the strain of understaffing (Credit: Matt Becker)
Matt Becker

Machines like Tomra's potato processing robot – here on a farm in southern Idaho – are reducing the strain of understaffing (Credit: Matt Becker)

If the push to adopt AI across the nearly two-million American farms succeeds, the implications for the rest of the world could be substantial. This is especially the case as the number of mouths to feed across the globe grows, and climate change threatens the agriculture ecosystems of some of the largest producers on Earth – including the US itself, which exported more than $100bn (£78.9b) of products to China, Mexico, Canada and Europe last year alone.

The industry's goal is to develop and adopt new technology on a mass scale that is both affordable and accessible "so that farmers can feed the world", says Buckman. "The world population is supposed to increase by two billion by 2050, which means we're going to need to grow 70% more food than we do now. Innovative technology is going to help us do that."

'A great deal of promise'

There is a lot of pressure for the agriculture industry to find solutions – and fast. The US labour shortage has already forced these operations to do more with less. But the urgency of the climate crisis is the tipping point. Erratic weather has made it more difficult to predict growing conditions, and is also hurting crop yields. In other words, hotter weather could lead to less food, sooner than expected.

"All projections show major losses in crop yields due to climate change," says Patrick Schnable, a distinguished professor at Iowa State University, where he directs the Plant Sciences Institute. "A 10% or 20% reduction in corn yields would be catastrophic," he says. So, the question is: "Can we use AI to increase resiliency?"

Iowa State is home to the AI Institute for Resilient Agriculture, which works to create AI-driven tools and technologies with partner institutions across the US, and is supported by the National Science Foundation (NSF) and the United States Department of Agriculture (USDA).

Courtesy of John Deere John Deere's Operations Center is an online farm-management system that provides real-time data to facilitate precision agriculture strategies (Credit: Courtesy of John Deere)
Courtesy of John Deere

John Deere's Operations Center is an online farm-management system that provides real-time data to facilitate precision agriculture strategies (Credit: Courtesy of John Deere)

"Our focus is looking at two broad problems," says Schnable. "One is sustainability identification – how do you design new activities that are related to agriculture and resilient to climate change," he says. "The second thing is, how can AI, robotics and sensing [tools] enable more profit for farmers, less utilisation of resources, energy, chemicals and water."

Baskar Ganapathysubramanian, director of the AI Institute for Resilient Agriculture, and a professor in the mechanical engineering department at Iowa State University, says that in terms of tackling those two goals, "there's a great deal of promise, and some of it's already being implemented".

Currently, Buckman says drones and GPS tools are the most widespread AI tools on the market. But there are many others, too, such as self-driving tractors and combines, and even quality sensors on those machines that can help farmers determine which parts of their crops need more or less attention.

There are also robots that can do automated sorting tasks that previously required a human eye. For instance, some farms are leveraging AI tech to sort potatoes, looking for specific defects. Others are using AI-enhanced cultivators to plant seeds and remove weeds from fields, which can effectively replace dozens of human workers.

Fertile soil for AI

Using AI to reduce the quantity of resources used, while also improving crop yields, is a part of a larger strategy experts refer to as "precision agriculture". The idea is for farmers to use emerging technologies – say, drones that assess a field's water or pesticide levels – to address problem areas with surgical precision.

"Precision agriculture helps reduce water waste, be more efficient and do more with less," says Buckman. "US agriculture would've needed 100 million more acres 30 years ago to match today's production levels," she says. The production improvements are largely due to precision ag strategies being used in tandem with AI and other tech.

Getty Images Drones are among the most widespread AI tools in use, but they're only getting more sophisticated as technologists innovate (Credit: Getty Images)
Getty Images

Drones are among the most widespread AI tools in use, but they're only getting more sophisticated as technologists innovate (Credit: Getty Images)

Many of these advancements have been pioneered and deployed at scale by major players in the global agricultural space. Among them is Illinois-based John Deere, which develops and manufactures tractors and other tech tools for use in agricultural operations across the world.

"Our goal with AI and technology is to help farmers do their jobs better," says Sarah Schinckel, John Deere's director of emerging technologies in the Intelligent Solutions Group (ISG). AI tools are "changing farming, it's already here, and farmers are adopting it", she says. "We see a future where more and more farmers are using this technology."
 
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