Archive for the ‘Artificial Intelligence’ Category

University World News: Artificial Intelligence Tools Offer … – Ole Miss News

ChatGPT in evaluation An opportunity for greater creativity?

By Natalie Simon

As debate rages over the possibilities and risks to higher education of artificial intelligence tools such as ChatGPT, evaluators are also asking what role AI and machine learning can play in their field.

Speaking at a virtualsymposiumhosted by the Centre for Research Evaluation at the University of Mississippi in the United States on March 24, independent evaluation consultant Silva Ferretti described ChatGPT as the perfect bureaucrat: pedantic and by the book.

The symposium was titled Are We at a Fork in the Road? and explored implications and opportunities for AI in evaluation. It was hosted by Dr. Sarah Mason of the University of Mississippi and Dr. Bianca Montrosse-Moorhead of the University of Connecticut, co-editors ofNew Directions for Evaluation, a publication of the American Evaluation Association.

They said that disciplines around the world were grappling with the question of whether ChatGPT heralded a fork in the road with respect to powerful new generative AI. This potential fork emerges because generative AI is distinct from earlier AI models in that it can create entirely new content.

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University World News: Artificial Intelligence Tools Offer ... - Ole Miss News

This is a war and artificial intelligence is more dangerous than a T-80 tank. Unlike a tank its in e… – The US Sun

A GERMAN magazines world exclusive interview with paralysed F1 legend Michael Schumacher. Fake.

A stunning photograph given first place and handed a prestigious Sony World Photography Award. Never taken.

And a banger of a new song called Heart On My Sleeve featuring Drake and The Weeknd dropped on streaming services. Never recorded.

Welcome to another crazy 24 hours in the world of artificial intelligence, where truth and disinformation collide.

Die Aktuelle, a weekly German gossip magazine, splashed a Schumacher interview across its cover when the content of it was actually created by an AI chatbot designed to respond like Schumacher might.

Berlin artist Boris Eldagsen revealed his photo submitted to a high-profile photography competition was dreamt up by artificial intelligence.

This came just after a new song purportedly by Drake was pulled from streaming services by Universal Music Group for infringing content created with generative AI.

These controversies followed on from provocative AI-generated images of Frances President Emmanuel Macron being arrested and of an incandescent Donald Trump being manhandled by American police.

All beamed around the world to a believing audience.

Thats not to mention a super-realistic shot of the Pope resplendent in a massive white puffer coat.

This one even fooled broadcaster and seasoned journalist Andrew Marr, as I found out in a recent conversation with him.

Such images are created by AI technology with the simple push of a button, with entire scenes generated from nothing.

The growing threat posed by generative artificial intelligence technologies is upon us.

Not long ago, it would have been simple to distinguish between real and fake images but it is now almost impossible to spot the difference.

The simplicity of producing these photographs, interviews, songs and soon videos means that platforms that dont put measures against them will be flooded.

These technologies and deepfakes are clear and present threats to democracy and are being seized upon by propagandist regimes to supercharge their agenda and drown out truth.

You could fake an entire political movement, for example.

This is a new war we need to fight, a war on artificial truth and the inequality of truth around the world.

It is time to restore trust. Soon, we will lose the ability to have reasonable online discourse if we cant have a shared sense of reality.

These forgeries are so sophisticated that millions of people globally could be simultaneously watching and believing a speech that Joe Biden never gave.

Nation states will have to reimagine how they govern in a world where their communication to the public will be, by default, disbelieved.

One of the biggest issues we have in social media is that content is user-uploaded and it is nearly impossible to track its origin.

Was the upload taken by an iPhone? Was it heavily Photoshopped? Was it a complete fabrication generated by AI? We dont know its veracity.

Information warfare is now a front, right alongside conventional warfare.

During the Ukraine conflict, we have been faced with a barrage of manipulated media.

There have been deepfake videos of President Zelensky where he says he is resigning and surrendering. It doesnt get more serious than that.

These are dangerous weapons which can have devastating consequences.

And unlike T-80 tanks, the weapons of this front are in everyones hands.

To counter all of this, a number of us computer scientists are creating technologies that help build trust.

Ours is FrankliApp.com, a content platform where we can definitively say that every piece of photography and video is not edited, faked or touched up in any way.

We need more of this and the right regulation to ensure it happens.

As investor Ian Hogarth told Radio 4 yesterday: Theres currently more regulation on selling a Pret sandwich than there is in building super-intelligence.

AI companies should be forced to open source their models and allow anyone to check if a piece of content was created by their service.

We also need regulations that make platforms disclose a particular photo or videos digital provenance.

There is some precedent for this as France orders disclosure of fashion photo edits. We need this in all sectors.

The conjured images of Trump, Macron and many others have now been seen and believed by millions worldwide on platforms that dont care whether what they are promoting is real or not.

Thats just plain wrong.

The world needs a solution to this tsunami of distortion.

We must shine a light on the truth, and nothing but the truth, delivering authenticity in this age of disinformation.

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This is a war and artificial intelligence is more dangerous than a T-80 tank. Unlike a tank its in e... - The US Sun

Artificial intelligence makes its way into Nebraska hospitals and clinics – Omaha World-Herald

In November 2021, doctors at Midwest Gastrointestinal Associates in Omaha got what might be considered a new assistant.

Called GI Genius, the new computer-aided system was designed to help doctors performing colonoscopies identify in real time suspicious tissue that might be a polyp, or precancerous lesion in the colon.

The Medtronic device puts a little green box on any spot it thinks might be a polyp, using the same display screen a doctor is watching while navigating the colons twists and turns and searching for suspicious spots.

Finding and removing the lesions is important because it decreases a patients risk of developing colon cancer, said Dr. Jason Cisler, a gastroenterologist and the practices quality chairman. Studies have shown that doctors find more polyps if they have two people looking at the screen.

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After adopting the system, the groups already good adenoma detection rate the rate at which doctors find and remove polyps during screening colonoscopies went up 10% across the board, putting the practice at more than double the national standard. Every 1% increase in the detection rate, according to one study, decreases patients risk of colon cancer by 3%.

It makes it a more sensitive screening tool, Cisler said. And what were doing is screening. If were able to prevent more colon cancer, thats the rationale where were at today.

The device, approved by the Food and Drug Administration in early 2021, uses a type of artificial intelligence. And its just one of a number of technologies incorporating various forms of artificial intelligence that are already working behind the scenes in Nebraska hospitals and clinics. And with research and development underway around the world, there will be more.

Some are focused on flagging doctors about needed health screenings and identifying hospitalized patients at higher risk of being readmitted to the hospital or developing potentially life-threatening infections. Others monitor patients at risk of falling and analyze the impact of blockages in heart arteries on blood flow.

AI also is being used to take some mundane tasks off the plates of both clerical staff and health care providers, freeing them to do higher-level work.

Some Nebraska Medicine doctors are using a product called Dragon Ambient eXperience, or DAX, from a company called Nuance, to capture conversations between themselves and patients and create notes in patients charts, said Scott Raymond, the health systems chief information and innovation officer. The physician then reviews and accepts the notes. Some physicians notes now are proving accurate with no need for further human intervention between 80% and 90% of the time.

Its a great use of the technology, he said. Its taking away physician burnout, the burden of documentation ... where (they) feel theyre practicing medicine and not being documentation specialists.

Lincolns Bryan Health plans to go live with the system in early May. We think that will (be) a tremendous win for both our patients and our physicians, said Bridgett Ojeda, that systems chief information officer.

Raymond said Microsoft plans to put the artificial intelligence chatbot ChatGPT behind the next version of the program. ChatGPT, developed by OpenAI, has been making headlines around the world in recent months. Users would have to decide whether to adopt it.

Such technologies are making it a fun time to be in health care information technology, Ojeda said. Technologists have spent the last two decades getting information out of paper files and into electronic systems. Now AI and large language models like ChatGPT are allowing them to begin using that data to benefit patients.

Indeed, the authors of a 2022 report from the National Academy of Medicine on AI in health care said their hope is that AI will be the payback for investments in electronic systems.

They caution, however, that such systems could introduce bias if not carefully trained and create concerns about privacy and security.

Raymond acknowledged that standards and guardrails need to be put around the technology, particularly when it comes to the chatbots.

Ojeda noted that other challenges lie in having enough health care data and engineering experts to put the technology to work in ways that help rather than disrupt. With interest and investment in the sector high, they have to focus on selecting tools that will be sustainable and ultimately benefit patients.

But Dr. Steven Leitch, vice president of clinical informatics with CHI Health, stressed that humans, not machines, still are making the decisions.

What would make it scary is if we dont make the human in charge, he said. And thats not what health care is about. Doctors and nurses make decisions in health care. Its between people. These tools are amendments; theyre only going to be assisting where we allow them to assist.

Raymond, who previously practiced as a pediatric intensive care nurse, said Nebraska Medicine and the University of Nebraska Medical Center are forming a committee to consider how the health system will use chatbot technology in research, education and clinical care.

Its happening in medicine, he said. Its happening slowly and carefully with a lot of thought behind it. I think it will change how we deliver care and it will improve care. Our responsibility is to make sure we use the technology in the right way.

The term artificial intelligence, however, implies that machines are reasoning the way humans do, he said. Theyre not, although theyre good at gathering data, learning from it and starting to glean insights.

In actuality, Leitch said, what most people think of as artificial intelligence really is a broader category that includes a lot of different tools, including machine learning, robotic process automation and the chatbots natural language processing. Even chatbots, however, arent having independent thoughts but rather are running very complex sets of rules.

Cisler said the GI Genius system, also in place at Methodist Endoscopy Center, which is owned by Midwest and Methodist, has been trained on millions of images from colonoscopies and is constantly updated.

But the final word on whether what the system flags actually is a polyp rather than a bubble or fold in the colon lies with the doctor, he said.

Such systems, however, also can help sort patients in other ways, and in doing so, make it more likely they get the care they need.

Hastings Family Care in Hastings, Nebraska, part of Mary Lanning Healthcare, recently began using Eyenuks EyeArt technology, a special camera connected to a computer backed by machine learning that allows providers to screen patients with diabetes for diabetic retinopathy, without dilating their eyes.

Hastings Family Care in Hastings, Nebraska, a primary care clinic that's part of Mary Lanning Healthcare, is using a new device that uses a type of artificial intelligence to screen patients with diabetes for diabetic retinopathy, without dilating their eyes. It's one example of the kinds of artificial intelligence technologies that are already working behind the scenes in Nebraska hospitals and clinics.

People who have diabetes are advised to have their eyes checked once a year for the condition, which can cause vision loss and blindness. Early treatment can stop progression.

But Jessica Sutton, clinic manager, said a lot of diabetics dont get the annual exams, often due to a lack of vision insurance, transportation or time to get to an eye doctor. The clinic saw 980 patients with diabetes last year, 45% of whom had not had the exam. Funding for the equipment came through a local donor and a grant UNMC received to improve diabetic care in rural areas.

Dr. Zachary Frey, director of primary care, said he saw three such patients Wednesday morning. One didnt have insurance. The other two hadnt had an eye exam in a while. Having the device allows the clinic staff to catch such patients when theyre already in the office.

Frey said the system essentially provides three results, each of which triggers next steps. If no problem is detected, the patient is cleared until the next year. If the scan shows changes suggesting retinopathy, the patient is referred to an eye doctor for further investigation. If it detects vision-threatening retinopathy, the patient is sent to a retina specialist.

People who have diabetes are advised to have their eyes checked once a year for diabetic retinopathy, which can cause vision loss and blindness. Early treatment can stop progression. Here, Hastings Family Care is using a new device that uses a type of AI to screen patients with diabetes for the condition, without dilating their eyes.

The systems also can be used to keep patients from falling through the cracks in other ways.

Methodist, for instance, has several systems aimed at helping put additional eyes on lung scans.

One searches radiology reports from scans of, say, the abdomen, that incidentally catch part of the lung for key words like nodule. Those get sent to a team that determines whether there might be a problem, and if so, contacts the patients doctor, even those in other health systems, said Dr. Adam Wells, a pulmonologist with Methodist Physicians Clinic and Methodist Hospital.

That incidental nodule program flagged more than 13,000 scans last year, which triggered nearly 1,000 communications with a physician and ongoing follow-up with more than 700 patient scans, he said. Those identified nearly 30 cancers.

The health system also screens patients with a known risk for lung cancer using low-dose CT scans, Wells said. While radiologists read the scans, an AI program reads behind and categorizes any spots it sees. Nearly 20 cancers were identified last year out of more than 2,300 scheduled screening scans.

Cancer is a common focus. Locally, the Omaha-based MRI medical device company Bot Image, founded by entrepreneur Randall Jones, last year received FDA clearance for an AI-driven software system called ProstatID for detection and diagnosis of prostate cancer.

But there are others. Leitch said CHI uses robotic process automation, or bots, which use sets of rules to identify patients with upcoming visits and check if theyre due for a test, such as a lung cancer screening.

If so, it places a pending order in the patients electronic medical record. If the doctor and patient decide its not the right time for the test, the provider can remove it. But it takes the burden off the doctor to remember every test a patient might need, particularly on busy days with lots of distractions.

Other systems can be used to help monitor hospitalized patients. Bryan for several years has used a fall-prevention system developed by Lincoln-based Ocuvera, Ojeda said. It uses 3-D cameras and an algorithm to predict patient movement and alert nurses before a fall can occur.

Epic Systems, she said, has developed five different predictive models that monitor hospitalized patients for other risks, including sepsis and hospital readmission, and alert clinicians so they can respond quickly.

Health systems that use Epics health records, including Bryan, CHI and Nebraska Medicine, can then adopt them and build them out for their patient populations, she said.

One of the latest, which CHI has adopted and Bryan is developing, is a model that helps predict when patients will be no-shows for clinic appointments.

If providers can head off missed appointments by, say, Leitch said, providing transportation, they can keep patients healthier.

If we do what the evidence shows us, as we learn more and more, its going to make it easier for us to deliver the care the right way every time, Leitch said.

From flooding to drought to infectious diseases, the adverse health effects of climate change already are evident in Nebraska, experts say. And they warn that 'those changes will only get greater.'

Just like other Americans, Nebraskans are feeling the pinch of prescription drug cost increases.

Simulation centers and high-tech mannequins let Nebraska doctors and medical students practice procedures before they attempt them on real people.

A Omaha mom who specializes in 3D imaging arranged to get a 3D rendering of the scans of her son's brain so her husband could see where the son's tumor was situated.

Older Americans now can join, switch or drop a Medicare plan or change Medicare Part D drug coverage or Medicare Advantage plans for the coming year.

Seven Nebraska organizations formed to take better care of their patients' health and reduce costs all performed better than the U.S. average on satisfaction and quality measures.

The data reported by public health agencies in Nebraska has ebbed and flowed over the course of the COVID-19 pandemic.

Kayla Northup's family is pretty healthy, but when her kids do get sick, it's often at an inconvenient time, such as on a vacation.

Lincoln-based Bryan Health officials want to set up a center that would provide virtual nurses to help rural hospitals across Nebraska with staffing issues.

Jeremy Nordquist, president of the Nebraska Hospital Association, said hospitals still are seeing a staff vacancy rate of somewhere between 10% and 15%, with some as high as 20%.

Just before the COVID pandemic broke out, UNMC's Global Center for Health Security received a grant from the CDC to strengthen infection control training, education and tools.

The pandemic forced medical professionals, including Nebraska-based researchers and physicians, to innovate. Some innovations likely will be around for good.

Joanna Halbur of Project Harmony, a child advocacy center in Omaha, said noticeable changes in a child's behavior -- such as a normally outgoing child acting more reserved -- can be signs of anxiety or depression.

Experts say suicide rates often drop following major disasters, such as the 2019 floods in Nebraska, before experiencing an uptick.

Nebraska has reached a "cultural crisis point" in mental health availability, experts say, as long waitlists and a shortage in providers persists.

The COVID pandemic has brought extra attention to the health care world. To help readers learn about how health care is evolving, we offer Health Matters in the Heartland.

The pandemic accelerated a shift to more outpatient or same-day surgeries and sped the expansion of telehealth, among other changes, Nebraska health care leaders say.

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Artificial intelligence makes its way into Nebraska hospitals and clinics - Omaha World-Herald

I can’t wait for artificial intelligence to take this job away from humans – Tom’s Guide

Adults have to do a lot of unpleasant jobs; its part of the gig. Taking out the trash, cleaning the toilet and making the daily school run are unavoidable when it comes to keeping life running smoothly.

But theres one particular job that fills me with dread: calling a helpline."

Every time I pick up the phone to discuss tax codes, remortgage rates, insurance quotes, doctors appointments or some other exciting aspect of modern life, my knees go slack and my head starts to pound. Cue generic hold music and a constant robotic reminder of my place in the virtual queue.

Once you do get through to a person, things rarely improve. The poor soul on the other end of the line guides me through mundane security questions before reading from a pre-prepared script. Often, they fail to offer up a single noteworthy piece of advice when questioned directly.

During one of these recent calls, it occurred to me everyone involved would benefit from letting artificial intelligence handle the task. I dont mean the basic interactive voice response (IVR) program that routes your call based on how you answer recorded questions; I mean a full conversational AI agent capable of discussing and actioning my requests with no human input.

Id get through the process faster (because the organization wouldnt need to wait for available humans to assign) and it wouldnt require a living, breathing person to spend their days on the phone to an aggravated person like me. Similarly, an AI doesnt need to clock off at the end of a shift, so the call could be handled any time of the day or night.

Plenty of companies have implemented browser or app-based chat clients but, the fact is, a huge amount of people still prefer to pick up the phone and do things by voice. And I think most industry leaders recognize this.

Humana, a healthcare insurance provider with over 13 million customers, partnered with IBMs Data and AI Expert Labs in 2019 to implement natural language understanding (NLU) software into its call centers to respond to spoken sentences. The machines either rerouted the call to the relevant person or, where necessary, simply provided the information. This came after Humana recognized that 60% of the million-or-so calls they were getting each month were just queries for information.

According to a blog post (opens in new tab) from IBM, The Voice Assistant uses significant speech customization with seven language models and two acoustic models, each targeted to a specific type of user input collected by Humana.

Through speech customization training, the solution achieves an average of 90-95% sentence error rate accuracy level on the significant data inputs. The implementation handles several sub-intents within the major groupings of eligibility, benefits, claims, authorization and referrals, enabling Humana to quickly answer questions that were never answerable before.

The obvious stumbling block for most companies will be the cost. After all, OpenAIs chatbot ChatGPT charges for API access while Metas LLaMA is partially open-source but doesnt permit commercial use.

However, given time, the cost for implementing machine learning solutions will come down. For example, Databricks, a U.S.-based enterprise company recently launched Dolly 2.0 (opens in new tab), a 12-billion parameter model thats completely open source. It will allow companies and organizations to create large language models (LLMs) without having to pay costly API fees to the likes of Microsoft, Google or Meta. With more of these advancements being made, the AI adoption rate for small and medium-sized businesses will (and should) increase.

According to recent research by industry analysts Gartner (opens in new tab), around 10% of so-called agent interactions will be performed by conversational AI by 2026. At present, the number stands at around 1.6%.

"Many organizations are challenged by agent staff shortages and the need to curtail labor expenses, which can represent up to 95 percent of contact center costs, explained Daniel O'Connell, a VP analyst at Gartner. Conversational AI makes agents more efficient and effective, while also improving the customer experience."

You could even make the experience a bit more fun. Imagine if a company got the license to utilize James Earl Jones voice for its call center AI. I could spend a half-hour discussing insurance renewal rates with Darth Vader himself.

I could spend a half-hour discussing insurance renewal rates with Darth Vader himself.

Im not saying there wont be teething problems; AI can struggle with things like regional dialects or slang terms and there are more deep-rooted issues like unconscious bias. And if a company simply opts for a one-size-fits-all AI approach, rather than tailoring it to specific customer requirements, we wont be any better off.

Zooming out for a second, I appreciate that were yet to fully consider all the ethical questions posed by the rapid advancements in AI. Regulation will surely become a factor (if it can keep pace) and upskilling a workforce to become comfortable with the new system will be something for industry leaders and educational institutions to grapple with.

But I still think a good place to start is letting the robots take care of mundane helpline tasks its for the good of humanity.

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I can't wait for artificial intelligence to take this job away from humans - Tom's Guide

Amazon Joins the Rush Into Artificial Intelligence – Investopedia

Key Takeaways

Amazon (AMZN) became the latest big tech firm to go all-in onartificial intelligence (AI). The company announced that it is offering new AI language models through itsAmazon Web Services (AWS)cloud platform. Called Amazon Bedrock, the product will allow customers to boost their software with AI systems that create text, similar to OpenAI'sChatGPTchatbot.

Swami Sivasubramanian, vice president of Data and Machine Learning at AWS, said that Amazon's mission "is to make it possible for developers of all skill levels and for organizations of all sizes to innovate using generative AI." He indicated that this is just the beginning of what the company believes "will be the next wave of machine learning."

The competition in the AI field is heating up. In March, OpenAI released its latest version of ChatGPT, and Meta Platforms (META), Microsoft (MSFT), and Alphabet's (GOOGL) Google all recently introduced their moves into the sector.

Sivasubramanian added that "we are truly at an exciting inflection point in the widespread adoption of machine learning" and that most customer experiences and applications "will be reinvented with generative AI."

The news helped lift Amazon shares 4.7% on April 13.

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Amazon Joins the Rush Into Artificial Intelligence - Investopedia