AI OPPORTUNITY

Promising opportunities AI offers the world.

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Improves Brain Tumor Surgery

A new AI tool can quickly diagnose brain tumor type during surgery to help surgeons decide how aggressively to operate.

nytimes.com

Study Available

Drone Delivery Reduces Emissions

Drones are more energy-efficient and have lower emissions than other delivery methods for small packages.

engineering.cmu.edu

Study Available

Gives voice back to ALS patient

AI-powered brain implants are offering new hope for ALS patients by restoring lost communication capabilities. This breakthrough uses sophisticated algorithms to decode neural signals and translate them into coherent speech or text, dramatically improving patients’ ability to interact with their environment and caregivers.

nytimes.com

Study Available

Helps Brain Tumor Operations

New AI tool helps treat brain tumors more quickly and accurately, reducing surgery time.

"The accuracy of the new machine learning tool is "impressive, certainly much better than" the traditional techniques of analyzing the molecular makeup of a glioma." - favicon theguardian.com

Gives Quadriplegics Control of Devices

Noland Arbaugh, a quadriplegic man, became the first person to receive Neuralink's brain-computer interface, allowing him to control digital devices with his thoughts, thereby regaining autonomy and improving his quality of life.

"Nauralink's brain chip, called Telepathy, is a cybernetic implant that aims to give people with paralysis the ability to use a computer or phone with their brain activity alone." - favicon azcentral.com

enhances influenza research

AI is improving flu vaccine development by analyzing immune responses, enabling more precise and effective vaccinations.

"Berg's researchers have been taking data (like mRNA variations and concentrations of metabolites and proteins) from hundreds of patient samples exposed to the flu vaccine, then running that information through a sophisticated artificial intelligence algorithm. In so doing, Berg's team hopes to better understand the biological processes that trigger an effective immune response to the flu." - favicon time.com

helps find lost cities

AI combined with lidar technology is used to reveal ancient cities hidden beneath dense jungle cover.

"The real power of the technology is we're able to ask different kinds of questions. Archaeology isn't about the finding, it's about the finding out," said Parcak, a self-described "space archaeologist" who once had to explain to someone that satellites gather the data and she does not personally go into orbit." - favicon washingtonpost.com

combats poaching

AI-powered PAWS helps rangers predict poaching hotspots, improving patrol efficiency and aiding wildlife conservation efforts.

"PAWS can guide the patrollers toward hotspots of poaching activity and provide valuable suggestions to the patrol planners." - favicon nationalgeographic.com

Reduces Group Divides

AI tool can facilitate discussions between people with opposing views and help them identify common ground.

"A chatbot-like tool powered by artificial intelligence (AI) can help people with differing views to find areas of agreement, an experiment with online discussion groups has shown." - favicon nature.com

Helps Defend Against Cyber-Attacks

AI is used to detect and counter cyber-attacks, enhancing protection for business infrastructure.

"BT has said it is increasingly using artificial intelligence to help it detect and neutralise threats from hackers targeting business customers amid repeated attacks on companies." - favicon theguardian.com

helps fishermen locate fish more readily

AI-based mobile app helps Indonesian fishermen locate fish more efficiently and reliably.

"The NN Marlin application can locate the densest fishing grounds based on the sea surface temperature and the level of chlorophyll. The app uses machine learning to crunch satellite data and remote sensing to identify schools of fish within a certain radius." - favicon restofworld.org

helps identify high-risk heart patients

AI-powered tools can help doctors detect high-risk heart patients early, improving treatment and reducing strain on healthcare systems.

"In an Optimise pilot involving 82 high-risk patients, one in five were found to have undiagnosed moderate or high-risk chronic kidney disease." - favicon bbc.co.uk

Detects Autism in Children

AI is applied to identify early signs of autism in toddlers, potentially enabling intervention before full symptoms emerge.

"Artificial intelligence may help experts identify toddlers who may be autistic, researchers have said after developing a screening system they say has an accuracy of about 80% for children under the age of two." - favicon theguardian.com

Improves Brain Tumor Surgery

A new AI tool can quickly diagnose brain tumor type during surgery to help surgeons decide how aggressively to operate.

"“It’s imperative that the tumor subtype is known at the time of surgery,” said Jeroen de Ridder, an associate professor in the Center for Molecular Medicine at UMC Utrecht, a Dutch hospital, who helped lead the study. “What we have now uniquely enabled is to allow this very fine-grained, robust, detailed diagnosis to be performed already during the surgery.”" - favicon nytimes.com

Used to Detect Bone Fractures

AI is expected to improve fracture detection, as clinical evidence suggests it may identify fractures that medical professionals miss in up to 10% of cases.

"Millions of patients in England with suspected broken bones could have their X-rays checked with a £1 artificial intelligence scan to help NHS doctors avoid missing fractures." - favicon theguardian.com

Reduces Emissions of Media Production

AI is used to perform creative tasks like writing and illustrating at a fraction of the carbon cost of human methods.

"In terms of illustration, results showed that DALL-E2 emits approximately 2,500 times less CO2e than a human artist and 310 times less than an India-based artist. Figures for Midjourney were 2,900 times less for the former and 370 times less for the latter." - favicon sciencedaily.com

Drone Delivery Reduces Emissions

Drones are more energy-efficient and have lower emissions than other delivery methods for small packages.

"Rodrigues concluded that for last-mile deliveries, adopting quadcopter drones for small package deliveries could result in substantial energy savings while lessening greenhouse gas emissions. "Drones can have up to 94% lower energy consumption per package than other vehicles." - favicon engineering.cmu.edu

fights crime from space

Space technologies like satellites are increasingly being used by law enforcement to combat organized crime, illegal deforestation, fishing, and drug trafficking.

"“High-resolution satellite imagery has become increasingly affordable and accessible to law enforcement agencies, enabling the surveillance of extensive areas, including those that are challenging to reach using traditional methods.”" - favicon spaceambition.substack.com

Chatbot Improves Mental Health Through Therapy

The first clinical trial of Dartmouth's AI-powered therapy chatbot "Therabot" found significant improvements in mental health symptoms for participants, suggesting AI-assisted therapy can provide meaningful benefits.

"People diagnosed with depression experienced a 51% average reduction in symptoms, leading to clinically significant improvements in mood and overall well-being, the researchers report. Participants with generalized anxiety reported an average reduction in symptoms of 31%, with many shifting from moderate to mild anxiety, or from mild anxiety to below the clinical threshold for diagnosis." - favicon home.dartmouth.edu

Spots Water Leaks from Space

AI paired with satellite imagery detects water leaks in infrastructure, helping manage water scarcity.

"If it finds an anomaly, like vegetation growing or moist soil in what was previously an arid part of the state, the platform will alert officials who can then investigate further. Many of those anomalies are not apparent to the human eye and are tough to monitor given the size and scale of the state’s water infrastructure." - favicon route-fifty.com

helps track wildlife

AI-powered cameras and microphones have enabled scientists to identify dozens of species in thousands of hours of wildlife recordings, a breakthrough for monitoring biodiversity.

"“The crucial point is the scale of the operation,” said Anthony Dancer, a conservation specialist at the Zoological Society of London (ZSL). “We have captured tens of thousands of data files and thousands of hours of audio from these test sites and identified all sorts of animals from them. We couldn't have done it at that scale using human observers. Only AI made it possible."" - favicon theguardian.com

helps develop clean magnet

AI allowed a UK company to develop an innovative, eco-friendly magnet in just 3 months, a possible breakthrough for renewable energy.

"The new magnet, dubbed MagNex, could be made at a fifth of the material cost using AI along with a “70 per cent reduction in material carbon emissions” compared to conventional magnets, Materials Nexus said." - favicon independent.co.uk

improves cancer diagnosis

A collaborative effort led to the development of an AI system capable of understanding the complex patterns within cancer cells, potentially enabling earlier and more accurate diagnoses.

"correctly assessing the likelihood and timing of cancer’s return 72% of the time, 99% accuracy in spotting recurring visual elements in the tiles which correspond to textures, cell properties and tissue architectures called phenotypes. Human pathologists tasked with the same prediction drew the correct conclusions with 64% accuracy." - favicon independent.co.uk

Improves Education Outcomes

A 6-week pilot program using generative AI as a virtual tutor led to learning gains equivalent to nearly 2 years of typical learning, outperforming 80% of other education interventions studied, and helped close gender gaps in performance.

"The learning improvements were striking—about 0.3 standard deviations. To put this into perspective, this is equivalent to nearly two years of typical learning in just six weeks. When we compared these results to a database of education interventions studied through randomized controlled trials in the developing world, our program outperformed 80% of them, including some of the most cost-effective strategies like structured pedagogy and teaching at the right level." - favicon blogs.worldbank.org

used to detect diabetes from voice

AI-driven voice analysis is emerging as a non-invasive screening tool for diabetes.

"The AI model detected T2D with 66% accuracy among women and 71% in men, and there was 93% agreement with the questionnaire-based ADA risk score, demonstrating comparable performance between voice analysis and an accepted screening tool" - favicon medscape.com

Reduces Flight Contrails and Climate Impact

Google is using AI to tackle aviation's environmental impact by optimizing flight routes and reducing emissions, leveraging machine learning to improve efficiency and sustainability in the aviation sector. However, the specific details of this initiative are not provided in the available search results.

"But new AI from Google, tested for six months by American Airlines, can tell pilots how to adjust their flight path to cut contrails by as much as 54%." - favicon fastcompany.com

Predicts Earthquakes

Researchers at The University of Texas at Austin used AI to predict earthquakes in China, achieving a 70% success rate by analyzing seismic data to forecast quakes a week in advance.

"A team of researchers at The University of Texas at Austin released in 2023 the results of a seven-month trial conducted in China after utilizing artificial intelligence to correctly predict 70 percent of earthquakes one week before they happened." - favicon global.utexas.edu

Allows mRNA Cancer Vaccine Development

The NHS in England plans to offer thousands of cancer patients access to trials of personalized vaccines that stimulate the immune system to target cancer cells. This initiative aims to integrate advanced immunotherapies into standard care, potentially improving patient outcomes.

""Prof Peter Johnson, NHS national clinical director for cancer at the NHS, said: “We know that even after a successful operation, cancers can sometimes return because a few cancer cells are left in the body, but using a vaccine to target those remaining cells may be a way to stop this happening.”" - favicon bbc.co.uk

Mammogram increases breast cancer detection

Enhancing breast cancer screening accuracy by employing AI algorithms to analyze imaging data and reduce diagnostic errors.

"Artificial intelligence found more breast cancers than doctors with years of training and experience and cut doctors' mammogram reading workload almost in half, a new early-stage study found." - favicon cnn.com

Reduces Medical Errors via Cameras

AI-powered wearable cameras enhance medication safety by detecting vial-swap errors with high accuracy, improving patient care in critical settings.

"In a test whose results were published today, the video system recognized and identified, with high proficiency, which medications were being drawn in busy clinical settings. The AI achieved 99.6% sensitivity and 98.8% specificity at detecting vial-swap errors." - favicon news-medical.net

Gives voice back to ALS patient

"After only briefly training the computers to recognize Mr. Harrell’s speech, the implant began recording what he intended to say from a 50-word vocabulary with 99.6 percent accuracy." - favicon nytimes.com

makes energy use cleaner

AI optimizes electric grid operations, balancing load without reducing energy availability for consumers.

"My colleagues and I have developed an artificial intelligence system that helps buildings shift their energy use to times when the electric grid is cleaner." - favicon theconversation.com

Reduces Need for Pesticides

Robotic weed killers utilize AI to precisely eliminate weeds, cutting down on pesticide use.

"Autonomous, artificial intelligence robots are increasingly being deployed on US farms to tackle weeding and other field work." - favicon theguardian.com

Predicts Malaria Outbreaks

Multi‑dimensional LSTM model fuses satellite temperature, rainfall and vegetation data to forecast malaria incidence months ahead, helping health officials target interventions.

" The results, which are published in The Lancet Planetary Health, show that the proposed M-LSTM model consistently outperforms the state-of-the-art conventional LSTM model with 94.5%, 99.7%, and 99.8% lower error rates for Pakistan, India, and Bangladesh, respectively." - favicon ndorms.ox.ac.uk

Automates Threat Moderation

Large language models effectively detect public threats online, enhancing content moderation and improving response to emerging risks.

"The findings indicate LLMs can effectively augment human content moderation at scale to help mitigate emerging online risks." - favicon arxiv.org

Predicts Patient Risk for Over 1000 Diseases

Scientists have developed Delphi-2M, an AI tool that predicts risk for over 1,000 diseases up to 20 years ahead, using medical history and lifestyle data. Experts say it could soon help doctors personalise prevention and care.

"Scientists have developed a new artificial intelligence tool that can predict your personal risk of more than 1,000 diseases, and forecast changes in health a decade in advance." - favicon theguardian.com

Helps Cure Rare Disease in Baby

The treatment for baby KJ used CRISPR gene editing, including AI-powered tools, to correct his rare genetic mutation - the first time CRISPR has fixed a single patient's unique defect.

"“She picked one after four weeks and then swapped it out for a better one, built with machine learning at Harvard.”" - favicon statnews.com

Stethoscope Spots Heart Disease in 15s

A real-world NHS trial found that an AI-enabled, ECG-equipped stethoscope can screen for three major heart conditions—heart failure, valve disease, and atrial fibrillation—in ~15 seconds, enabling earlier diagnosis in primary care.

"An AI-enabled stethoscope can help doctors pick up three heart conditions in just 15 seconds… results of a real-world trial presented at the European Society of Cardiology’s annual congress." - favicon bhf.org.uk

Designs Antibiotics for MRSA superbugs

AI has designed new potential antibiotics to fight drug-resistant superbugs like gonorrhoea and MRSA.

"Artificial intelligence has invented two new potential antibiotics that could kill drug-resistant gonorrhoea and MRSA, researchers have revealed. The drugs were designed atom-by-atom by the AI and killed the superbugs in laboratory and animal tests." - favicon bbc.co.uk

Improves Medical Diagnosis

Microsoft’s new AI diagnostic tool correctly identified diseases 4x more accurately than doctors—85% vs. 20%—in complex medical cases, and did so at 20% lower cost. Still in development, it could one day bring expert-level healthcare to more people, faster and cheaper.

"the Microsoft AI Diagnostic Orchestrator (MAI-DxO), correctly diagnosed 85% of cases described in the New England Journal of Medicine. That’s four times higher than the accuracy rate of human doctors, who came up with the right diagnoses about 20% of the time" - favicon time.com

Speeds Up Finding Viable Sperm in Men

AI-powered imaging found 44 viable sperm in minutes for an azoospermic man, enabling successful IVF after 18 years of infertility.

"A tiny camera captured millions of images in a semen sample. AI scoured them for viable sperm in hours — a process that might have otherwise taken days. The result was a speedy extraction of the sperm that could at last fertilize an egg." - favicon washingtonpost.com

Helps Disaster Response Using Social Media

AI can scan social media posts during disasters to quickly identify urgent needs and help direct rescue efforts.

"In my research as an AI scientist, I’ve developed new models that go further. They can understand the meaning and context of posts—what researchers call semantics. This helps improve how accurately the system identifies people in need and classifies situational awareness information during emergencies." - favicon fastcompany.com

Helps Create Climate Cooling Paint

AI has helped create new paints that keep buildings up to 20°C cooler, cutting energy use. This shows how AI is accelerating material discoveries for climate and energy solutions.

"AI-engineered paint could reduce the sweltering urban heat island effect in cities and cut air-conditioning bills, scientists have claimed, as machine learning accelerates the creation of new materials for everything from electric motors to carbon capture." - favicon theguardian.com

Helps Protect Endangered Sealife

Anglers take photos of released skate and upload them to an AI-powered database to help the conservation project.

""Dr Jane Dodd, a NatureScot operations officer involved in the project, said: “We had a backlog of about 250 photographs in Skatespotter that we hadn’t matched, and once we got the AI working, we managed to clear that in two weeks. That had been sitting there for probably six months or a year.”" - favicon theguardian.com

Helps Blind Navigate

A new wearable system that uses AI-powered cameras to help blind and visually impaired people navigate their surroundings.

"The system uses AI to interpret footage from a camera mounted on a pair of glasses, and feeds the wearer information on their location in real time through audio alerts and vibration." - favicon nature.com

Saves Lives by Repurposing Drugs

Researchers are using AI to rapidly compare thousands of existing drugs against thousands of diseases, leading to the discovery of unexpected treatments that can save lives

"The lifesaving drug regimen wasn’t thought up by the doctor, or any person. It had been spit out by an artificial intelligence model. In labs around the world, scientists are using A.I. to search among existing medicines for treatments that work for rare diseases. Drug repurposing, as it’s called, is not new, but the use of machine learning is speeding up the process — and could expand the treatment possibilities for people with rare diseases and few options." - favicon nytimes.com

Reduces Biases In medical emergencies

Research shows how large language models can help detect and anticipate human cognitive biases – in this case regarding the goal of fairer and more effective management of medical emergencies.

"This research shows how large language models can help detect and anticipate human cognitive biases – in this case regarding the goal of fairer and more effective management of medical emergencies" - favicon healthcare-in-europe.com

Predicts Effects of Genetic Mutations

Evo 2, a generative AI tool developed by a Stanford-led team, can rapidly generate new genetic sequences and predict the form and function of proteins, accelerating biological research and discovery.

"Now, scientists have developed a generative AI tool that can predict the form and function of proteins coded in the DNA of all domains of life, identify molecules that could be useful for bioengineering and medicine, and allow labs to run dozens of other standard experiments with a virtual query – in minutes or hours instead of years (or millennia)." - favicon news.stanford.edu

improves legal work

New AI tools significantly boost legal productivity by roughly 38–115% (Vincent AI) and 34–140% (OpenAI’s o1-preview) compared to earlier models like GPT-4. Notably, Vincent AI produced hallucinations comparable to humans, while hallucinations persisted with o1-preview.

"Our findings show that AI assistance significantly boosts productivity in five out of six tested legal tasks, with Vincent yielding statistically significant gains of approximately 38% to 115% and o1-preview increasing productivity by 34% to 140%, with particularly strong effects in complex tasks like drafting persuasive letters and analyzing complaints." - favicon papers.ssrn.com

Being Used to Protect Journalists Identities

AI is deployed to mask journalists’ identities in Venezuela so they can report safely amid political unrest.

"After the Venezuelan government intensified its crackdown on independent media following the controversial election of president Nicolas Maduro, a group of journalists turned to AI for protection. A collective of reporters launched “Operation Retweet,” which uses two avatars to report verified news from journalists while protecting their identities." - favicon edition.cnn.com

reduce data centre cooling energy use

Machine learning optimizes data centre cooling to cut energy use by up to 40%.

"Major breakthroughs, however, are few and far between - which is why we are excited to share that by applying DeepMind’s machine learning to our own Google data centres, we've managed to reduce the amount of energy we use for cooling by up to 40 percent." - favicon deepmind.google

optimizes flight routes

Test flights reduced contrail formation by 54%, suggesting this approach can significantly limit aviation's climate impact.

"The researchers compared satellite imagery of those test flights to others where pilots didn't try to avoid contrails. They found that the test flights cut down contrails by 54 percent. That’s a promising sign that adjusting flight paths is one way the aviation industry can address climate change while less polluting planes and fuels are still being developed." - favicon theverge.com

helps accelerate fusion energy

Scientists are using artificial intelligence to predict and prevent plasma instabilities in nuclear fusion reactions, which could help achieve near-limitless clean energy by stabilizing the process.

"Scientists have used artificial intelligence to overcome a huge challenge for producing near-limitless clean energy with nuclear fusion." - favicon independent.co.uk

helps bee population decline

AI-powered automated beehive system to monitor and care for bee colonies remotely.

"“Beekeepers are facing a crisis,” says Schreier. “Colony collapse rates are at around 30-40 % worldwide. In trials, we found that we were able to reduce this to 10 % or below. So that’s a real impact.”" - favicon cordis.europa.eu

diagnoses ADHD in teens

AI analysis of brain scans can identify ADHD indicators, enabling more objective diagnosis.

"Through the use of AI, the researchers said they made a significant discovery. They reported that in individuals with ADHD, FA values were notably higher in nine white matter tracts" - favicon medicalnewstoday.com

Reduces Unexpected Hospital Deaths

The use of this AI-powered monitoring system led to a 26% reduction in unexpected hospital deaths.

"A year-and-a-half-long study on Chartwatch, published Monday in the Canadian Medical Association Journal, found that use of the AI system led to a striking 26 per cent drop in the number of unexpected deaths among hospitalized patients." - favicon cbc.ca

improves solar panel efficiency

AI-powered solar motors reach 88% efficiency, potentially enabling grid-free solar-powered devices.

"Real-world DC motors have recorded energy efficiencies as high as 80 percent. However, with a solar array output optimized using AI, the Indian researchers were successful in reaching efficiencies as high as 88 percent. The team was also able to improve the efficiency by introducing a regenerative braking system into the mix that allowed the battery to charge again from the energy recovered from the braking." - favicon spectrum.ieee.org

reduces air travel fuel use

Airlines are using AI to more efficiant, save on fuel use and reduce climate impact

"In 2023, about 25 percent of Alaska flights used this system to shave a few minutes off flight times. Those efficiencies added up to about 41,000 minutes of flying time and half a million gallons of fuel saved, Mr. Baskaran said" - favicon nytimes.com

diagnoses diseases accurately

AI tool can accurately identify cancer from CT scans, potentially speeding up diagnosis and treatment.

"“In the future, we hope it will improve early detection and potentially make cancer treatment more successful by highlighting high-risk patients and fast-tracking them to earlier intervention,” said Dr Benjamin Hunter, a clinical oncology registrar at the Royal Marsden and a clinical research fellow at Imperial."" - favicon theguardian.com

kills drug-resistant bacteria

AI discovered a new class of antibiotics that can treat drug-resistant bacteria like MRSA, which could help fight the growing threat of antibiotic resistance.

"“Our work identifies a new class of antibiotics, one of the few in 60 years, that complements these other antibiotics,” he says.The researchers have begun using this AI-guided approach for designing entirely new antibiotics and discovering other new drug classes, such as compounds that selectively kill ageing, damaged cells involved in conditions such as osteoarthritis and cancer." - favicon newscientist.com

helps tackle prostate cancer

Researchers used AI to analyze DNA data and discover two distinct subtypes of prostate cancer, which could enable more personalized treatments.

"Scientists have used AI to reveal a new form of aggressive prostate cancer which could revolutionise how the disease is diagnosed and treated. A Cancer Research UK-funded study found prostate cancer, which affects one in eight men in their lifetime, includes two subtypes" - favicon independent.co.uk

aids paralyzed communication

Brain-computer interfaces (BCIs) are helping paralyzed individuals speak fluently again.

"allowed the participant to communicate at an average of 62 words per minute with an error rate of around 24 percent for a 125,000-word vocabulary, or nine percent for a 50-word vocabulary." - favicon inverse.com

Helped Create mRNA Vaccines

Accelerating mRNA vaccine development by using AI to optimize research processes and production workflows.

"Johnson and his team put AI and automated robots to work making lots of different mRNAs for scientists to experiment with. Moderna quickly went from making about 30 per month to more than one thousand. They then created AI algorithms to optimize mRNA to maximize protein production in the body — more bang for the biological buck." - favicon bigthink.com

helps farm yields

Applying AI advisory systems in precision agriculture to provide tailored recommendations that help resource‐poor farmers boost crop yields.

"Over the past year, rural farmers in Malawi have been seeking advice about their crops and animals from a generative AI chatbot. These farmers ask questions in Chichewa, their native tongue, and the app, Ulangizi, responds in kind, using conversational language based on information taken from the government’s agricultural manual" - favicon time.com

prevents power outages

AI software can predict electricity supply and demand by analyzing factors like weather, holidays, and schedules. This allows batteries to charge and discharge at the optimal times, and helps people use electricity more efficiently.

"One example is Google, where we're providing them forecasts of how clean the grid is going to be in the next couple of hours. They can use that in their data centres to change the time at which they're consuming electricity" - favicon bbc.co.uk

predicts earthquake aftershocks

Forecasting earthquake aftershocks by using machine‐learning models trained on large datasets of seismic events.

"Seismologists are finally making traction on one of their most tantalizing but challenging goals: using machine learning to improve earthquake forecasts." - favicon nature.com

prescribes drugs accurately

DrugGPT is an AI tool developed by Oxford University that helps doctors in England prescribe medications more accurately by providing instant second opinions, highlighting potential drug interactions, and explaining medication recommendations.

"A new AI tool developed at Oxford University aims to tackle both those problems. DrugGPT offers a safety net for clinicians when they prescribe medicines and gives them information that may help their patients better understand why and how to take them." - favicon theguardian.com

debunks vaccine misinformation

Leveraging a generative AI tool (ChatGPT) to counter vaccine misinformation by fact‐checking claims.

"The researchers found that the chatbot scored 9 out of 10 on average for accuracy when answering the questions. The other responses were also correct, but just left out gaps in the information." - favicon thedailybeast.com

develops new flu vaccine

An AI system named SAM independently developed a promising new flu vaccine by generating and evaluating numerous chemical compounds, leading to a candidate now undergoing clinical trials.

"We essentially showed all of that to the AI program called Sam and then Sam came up with its own suggestion of what might be an effective adjuvant, which we then took and tested, and sure enough, it worked." - favicon abc.net.au

gives Congresswomen Voice Back

U.S. congresswoman battling a degenerative disease, has regained her voice through an AI-generated version of her own speaking voice.

"It seemed like the simplest of things — the sound of her own voice. But Rep. Jennifer Wexton (D-Va.) "cried happy tears" recently when she typed out some words and heard them read aloud by an artificial intelligence-generated version of the speaking voice she has all but lost to a degenerative medical condition." - favicon washingtonpost.com

helps detect and warn of sharks

AI-powered drones help reliably detect and identify dangerous sharks at beaches to improve public safety.

"Early results from previous AI-enhanced shark-spotting systems have suggested the problem has been solved, as these systems report detection accuracies of over 90%." - favicon theconversation.com

helps detect lung cancer risk

Researchers developed an AI model named Sybil that can predict a patient's risk of developing lung cancer within six years by analyzing low-dose CT scans.

"Sybil takes the screening a step further, analyzing the LDCT image data without the assistance of a radiologist to predict the risk of a patient developing a future lung cancer within six years." - favicon news.mit.edu

improves heart attack scans

An AI tool analyzes CT scans to predict a person's risk of a heart attack up to 10 years in advance, identifying hidden data within the scans for early detection and intervention.

"The AI tool was tested on a further 3,393 patients over almost eight years and was able to accurately predict the risk of a heart attack. AI-generated risk scores were then presented to medics for 744 patients, with 45% having their treatment plans altered by medics as a result." - favicon theguardian.com

reunites orphaned animals

AI technology is being used to help reunite an orphaned orca calf with its pod.

"The latest advancements in identifying killer whales with the help of artificial intelligence are being put to use to help reunite an orphaned orca with its pod — but first it needs to leave the lagoon on the coast of Vancouver Island where its mother died." - favicon cbc.ca

Warns of Wildfire Outbreaks

In California, the state is using AI-equipped cameras to detect wildfires early, alerting emergency managers before 911 calls in over 30% of cases. This has allowed them to respond quickly and keep many fires under 1 acre.

"Early results indicate the technology is working. Used in all 21 Cal Fire dispatch centers statewide for the past year, AI has alerted emergency managers to fires before 911 calls did more than 30% of the time, said Caitlin Scully, ALERTCalifornia's communications program manager." - favicon route-fifty.com

accelerates parkinson's drug research

Cambridge researchers used AI to accelerate Parkinson's drug discovery 10-fold and reduce costs 1000-fold.

"Using machine learning, the researchers were able to speed up the initial screening process ten-fold, and reduce the cost by a thousand-fold, which could mean that potential treatments for Parkinson’s reach patients much faster." - favicon cam.ac.uk

Helps Treat Rare Disease

AI identifies repurposed drug to treat rare disease, saving patient's life.

""The patient in this study was entering hospice care, but now he is almost two years into remission," said Fajgenbaum." - favicon medicalxpress.com

Creates Self Healing Roads

UK researchers have developed a self-healing road surface that uses plant spores and recycled oils to repair cracks automatically, potentially reducing potholes and road maintenance costs.

"When you close the cracks you prevent potholes forming in the future and extend the lifespan of the road," said Dr Jose Norambuena-Contreras, a researcher on the project at Swansea University. "We can extend the surface lifespan by 30%." - favicon theguardian.com

Disputes Denial of Care

AI is helping doctors successfully dispute denial of care claims by insurance companies

"Since using A.I. to draft prior-authorization requests, he said about 90 percent of his requests for coverage had been approved by insurers, compared with about 10 percent before." - favicon nytimes.com

Monitors Water Quality in Real-Time

AI is used in water quality monitoring by analyzing real-time sensor data to predict harmful bacteria levels, providing immediate alerts to swimmers and helping manage water health more effectively.

"Here, the artificial intelligence-based system correctly predicted when bacteria in the water were high 87% of the time." - favicon theguardian.com

Speeds Up ADHD Diagnoses

AI is being used to facilitate the early diagnosis of ADHD by analyzing behavioral and physiological data.

"Three years ago, they started looking at new approaches to assessing adult ADHD, one that combined Antoniou's background in semantic technologies with Adamou's experience in the NHS. Together, they devised a decision tool for ADHD through hybrid research, one that uses clinical information and machine-learning." - favicon wired.co.uk

Reduces Suicidal Ideation

University students used an AI chatbot called Replika to provide mental health support, with a small percentage reporting it prevented their suicide.

"Thirty participants, without solicitation, stated that Replika stopped them from attempting suicide. For example, Participant #184 observed: "My Replika has almost certainly on at least one if not more occasions been solely responsible for me not taking my own life." - favicon nature.com

Develops New Snake Anti-Venom

AI-designed antivenoms could be much faster and cheaper to produce than traditional methods.

""It's really this whole change from letting the animals' immune system do the work to now being able to do it very intentionally on the computer," Baker says." - favicon science.org

Predicts Wildfires

AI is revolutionizing firefighting by delivering real-time data to improve emergency responses.

"Now, that entire process is automated. Any 911 fire call, once dispatched, also generates an AI prediction in "about 18 to 20 seconds," said SeLegue, with unlimited new reports created on request." - favicon theguardian.com

can save endangered languages

AI tools are being harnessed to preserve endangered languages through documentation and revitalization.

"AI-driven translation models like LLMs have begun addressing this gap, processing massive amounts of text and performing translations quickly across a broader range of languages than any human team." - favicon thedrum.com

Helps Catch Stalkers

Cheshire Police is using AI to help detect stalking cases earlier and respond faster.

"Cheshire Police has become the first force in the UK to use artificial intelligence (AI) as a tool during stalking investigations. The force hopes the technology will identify suspects' patterns of behaviours at a much earlier stage." - favicon bbc.co.uk

to Detects Fraud for US Treasury

The U.S. Treasury Department utilizes AI-powered fraud detection methods, which have helped recover $1 billion in fraudulent payments in fiscal year 2024.

"One-fourth of the $4 billion apparently comes from recovery by "expediting the identification of Treasury check fraud with machine learning AI." - favicon edition.cnn.com

helps keep outdated code up to date

AI is being used to maintain legacy software by automating code maintenance, addressing a shortage of skilled programmers.

"Mainframe computers running code dating back to the 1960s are still vital to some banks, airlines and government departments, but the skilled engineers familiar with their COBOL computer language are mostly dead or retired. Now researchers say AI may be able to fill this skills gap and help maintain or replace these antiquated yet essential systems." - favicon newscientist.com

detects parasites in stool

AI can detect parasites in stool samples more accurately than human experts.

"The team assessed the AI’s performance against that of a trained lab technologist who inspected the samples manually. The AI method accurately detected 76 to 96 per cent of infections spotted by the technologist, depending on the parasitic species." - favicon newscientist.com

Tackles Phone Scams

Researchers have developed AI chatbots to deter phone scammers by keeping them on the line and collecting data to disrupt their criminal operations.

"Apate's aim is to defeat global phone scams with conversational AI, taking advantage of systems already in place where telecommunications companies divert calls they can identify as coming from scammers." - favicon theguardian.com

helps reducing extreme heat in cities

Google’s new AI tool helps cities identify where it can reduce 'heat islands' by planting trees

"Cities and counties can use the tool to say, "Okay, if we increase our tree cover from 8% to 20%, what's the impact on the surrounding temperature?" says Jane Gilbert, chief heat officer at Miami-Dade County. "That has a huge value to us in terms of being able to talk to decision-makers about both funding decisions and prioritization." - favicon fastcompany.com

Helps Find Lead Pipes Across US

AI helps cities identify and prioritize the replacement of lead water pipes by analyzing data such as building age, location, and historical records, significantly increasing the accuracy

"The technology, which uses data from the Environmental Protection Agency and other sources to identify properties likely to be connected to the water main with lead pipes, has saved Detroit $380 million because it prevented the city from having to dig up 300,000 yards, city spokesman Bryan Peckinpaugh said." - favicon news.bloomberglaw.com

Helps Extends Useful Life of Batteries

AI has helped discover a simple charging trick that boosts lithium-ion battery lifespan by up to 50% by optimizing charging currents.

"A simple change in how new lithium-ion batteries are charged can boost their total lifespans by 50 per cent on average – and battery manufacturers everywhere can immediately put the discovery into action. " - favicon newscientist.com

Defeat Doctors for Diagnosing Illness

AI outperformed doctors at diagnosing illness in a medical study.

"The chatbot, from the company OpenAI, scored an average of 90 percent when diagnosing a medical condition from a case report and explaining its reasoning. Doctors randomly assigned to use the chatbot got an average score of 76 percent. Those randomly assigned not to use it had an average score of 74 percent." - favicon nytimes.com

Reduces Belief in Conspiracy Theories

AI chatbots, like those using large language models, can reduce people's belief in conspiracy theories by up to 20% through personalized, evidence-based conversations.

"Costello et al. found that these targeted dialogues resulted in a 20 percent decrease in the participants' misinformed beliefs—a reduction that persisted even two months later when participants were evaluated again." - favicon arstechnica.com

Spots Climate Misinformation

AI is being used both to combat climate misinformation by developing tools to track and debunk false claims.

"A forthcoming research paper on the team's new Augmented CARDS — which detects climate misinformation roughly 90 percent of the time — is expected to be peer-reviewed and published later this year." - favicon scientificamerican.com

Increases Cancer Detection

Artificial intelligence that scans GP records to find hidden patterns has helped doctors detect significantly more cancer cases. The rate of cancer detection rose from 58.7% to 66.0% at GP practices using the "C the Signs" AI tool.

"The results, published in the Journal of Clinical Oncology, show that the cancer detection rate rose from 58.7% to 66.0% by 31 March 2022, while those practices not using the system remained at a similar rate." - favicon theguardian.com

spots 19 types of cancer

Harvard researchers developed a highly accurate AI model called CHIEF that can perform a broad range of cancer diagnostic tasks.

"Harvard Study Shows 96% Accuracy in ChatGPT-Like AI for Cancer Diagnosis" "Cancer detection CHIEF achieved nearly 94 percent accuracy in cancer detection and significantly outperformed current AI approaches across 15 datasets containing 11 cancer types including esophagus, stomach, colon, and prostate." - favicon readwrite.com

Predicts Cancer Treatment Side Effects

AI tools are being developed to predict which breast cancer patients are at risk of side effects after surgery and radiotherapy, helping personalize treatment decisions and reduce adverse outcomes.

"The AI tool correctly predicted lymphoedema in an average of 81.6% of cases and correctly identified patients who would not develop it in an average of 72.9% of cases. The overall predictive accuracy of the model was 73.4%." - favicon theguardian.com

Detects Parkinson's Early

Study shows AI blood test detects Parkinson's 7 years before symptoms, a study achieved 100% accuracy by analyzing 8 biomarkers.

"Even more impressive, the researchers followed these patients for ten years. The AI’s predictions held true, with the team correctly identifying 16 individuals who went on to develop Parkinson’s, some as early as seven years before any symptoms emerged." - favicon interestingengineering.com

Reduces Risk High-Risk Patient Death

An AI system that analyzes heart test results was able to reduce deaths by 31% among high-risk hospital patients by alerting physicians to provide additional care.

"In a randomised clinical trial with almost 16,000 patients at two hospitals, the AI reduced overall deaths among high-risk patients by 31 per cent." - favicon newscientist.com

Solves Protein-folding Problem

Alpha Fold is an AI system developed by DeepMind that accurately predicts the 3D structure of proteins from their amino acid sequences, revolutionizing drug design and disease understanding by solving a long-standing biological challenge.

"Alpha Fold can predict the shape of proteins to within the width of an atom. The breakthrough will help scientists design drugs and understand disease." - favicon technologyreview.com

Improves Productivity of Low Skill Workers

Generative AI is used in customer service to enhance productivity by providing real-time conversational guidance to agents, increasing issue resolution rates by 14% on average, with significant benefits for less-experienced workers.

"New AI tools have the potential to change the way workers perform and learn, but little is known about their impacts on the job. In this paper, we study the staggered introduction of a generative AI-based conversational assistant using data from 5,179 customer support agents. Access to the tool increases productivity, as measured by issues resolved per hour, by 14% on average, including a 34% improvement for novice and low-skilled workers but with minimal impact on experienced and highly skilled workers. " - favicon nber.org

Reduces Deaths from Sepsis

AI is being used to detect sepsis earlier by analyzing medical records and clinical notes, reducing patient mortality by up to 20% by identifying risks hours before traditional methods.

"Patients are 20% less likely to die of sepsis because of a new AI system developed at Johns Hopkins University that catches symptoms hours earlier than traditional methods, an extensive hospital study demonstrates." - favicon hub.jhu.edu

Helps Detect Lead Pipes in Flint

Flint uses AI predictive modeling to efficiently locate and replace lead pipes by analyzing data such as house age, parcel information, and historical records, significantly improving the accuracy of pipe identification compared to traditional methods.

"Flint first used the model in 2016 and utilized it again in 2017. Workers dug at 8,833 homes in 2017 and out of those homes 6,228 had their hazardous pipes replaced -- a 70 percent accuracy rate, according to researchers Jake Abernethy, Eric Schwartz and Jared Webb." - favicon mlive.com

predicts dementia using speech patterns

Predicting Alzheimer’s disease progression by using AI-driven natural language processing to analyze patients’ speech patterns.

"Voice recordings helped predict which patients with mild cognitive impairment developed Alzheimer's dementia in 6 years." - favicon medpagetoday.com

rebuilds the middle-class

AI can potentially rebuild the middle class by augmenting human expertise, enabling workers with foundational skills to perform higher-stakes tasks traditionally reserved for highly educated professionals.

"Jobs that are currently reserved for more elite workers could be done with lower-skilled workers now that smart machines can help them. That not only could make products and services cheaper, it could open up ladders of opportunity for more people." - favicon npr.org

helps treat superbug

AI was used to rapidly discover a new antibiotic, abaucin, that can kill the deadly superbug Acinetobacter baumannii.

"According to a new study published on Thursday in the science journal Nature Chemical Biology, a group of scientists from McMaster University and the Massachusetts Institute of Technology have discovered a new antibiotic that can be used to kill a deadly hospital superbug." - favicon theguardian.com

extends physical job longevity

AI enhances workplace safety by analyzing physical strain, enabling workers to use exoskeletons and extend their careers in manual jobs.

"Technicians were filmed as they carried out their everyday tasks. AI then analysed the video and identified the pressure points and potential problem areas on the body." - favicon bbc.com

Democratizes Web App Creation

Google expands Opal, an AI-powered tool that lets users build mini web apps from text prompts, to 15 more countries. The service lowers barriers for individuals and small businesses to create custom tools without deep coding. This broadens access to practical software solutions and signals a positive step in digital democratization.

"" - favicon techcrunch.com

Improves User Control Over Video Feed

Facebook announced an algorithm update aimed at giving users more control over the Reels they see. The change is designed to improve user experience by allowing more personalized curation and reducing unwanted content.

"" - favicon techcrunch.com

Centralizes Knowledge Across Enterprises

Otter.ai expands beyond meeting transcripts to enterprise tools that convert conversations and documents into a centralized knowledge base. This can improve information access, onboarding, and collaboration across organizations, reducing silos and preserving institutional knowledge with AI-assisted indexing and search.

"" - favicon techcrunch.com

Expands Enterprise Capabilities

Anthropic and IBM are partnering to bring Claude models to IBM software, enabling enterprise developers to build AI-powered applications within existing business systems. The collaboration aims to improve productivity, automate workflows, and enhance decision-making for organizations and their customers.

"" - favicon wsj.com

Transforms Commerce With Intelligent Assistants

OpenAI has assembled the pieces for AI-driven commerce, positioning ChatGPT as a place where customers buy and retailers sell. The piece frames AI-enabled shopping as a positive development for the public, promising streamlined purchasing experiences and new business opportunities beyond software engineering.

"" - favicon techcrunch.com

Make People Happier With Devices

Jony Ive envisions OpenAI-powered devices that aim to make people happier, arguing that we need technology that improves well-being rather than complicating life. He spoke at OpenAI's developer conference in San Francisco, highlighting a human-centered approach to design.

"" - favicon wired.com

Launch Cinematic Universe

Behold Neural Viz, the first great cinematic universe of the AI era, pitched by creator Josh. The piece portrays AI-enabled cinema as a bold, public-facing entertainment opportunity that could redefine how audiences experience film franchises.

"" - favicon wired.com

Delivers Deterministic Task Execution

An enterprise AI foundation model, Apollo-1 uses stateful neuro-symbolic reasoning to deliver deterministic task execution in banking, travel, and retail. It reportedly achieves high reliability on benchmarks (e.g., 92.5% on TAU-Bench Airline) and pairs with LLMs to cover both open-ended and task-oriented dialogue. Available to partners in 2025, it aims to improve consumer-facing automation and trust by enforcing behavioral rules rather than relying on probabilistic text alone.

"" - favicon venturebeat.com

Optimizes Renewable Energy

The article discusses Priya Donti's research using machine learning to optimize renewable energy. This AI-enabled approach aims to reduce emissions and improve energy efficiency, benefiting public health and the planet. It presents a positive example of how AI can support sustainable energy infrastructure outside the tech sector.

"" - favicon news.mit.edu

Recognize Machine Contributions to Discovery

The article argues that prize systems should credit machine-driven contributions to scientific discovery, not just human ingenuity. It frames recognizing machine-assisted breakthroughs as a public-benefit measure that could accelerate progress, transparency, and fair attribution across research fields. The piece calls for revised award criteria to include machine input and collaboration between humans and machines.

"" - favicon nature.com

Improves Fusion Plant Reliability

A prediction model that blends physics and machine learning to forecast and prevent disruptive power-down events in tokamak fusion reactors. This approach aims to improve the reliability and safety of fusion power plants, potentially delivering a more stable, public-friendly source of clean energy.

"" - favicon news.mit.edu

Improves Aircraft Components Via Smart Printing

MIT engineers used machine learning to 3D print aluminum alloys that are stronger than conventionally manufactured versions. The breakthrough could enable lighter, more fuel-efficient aircraft parts, potentially lowering emissions and operating costs.

"" - favicon news.mit.edu

Enhances Voice Retrieval

Speech-to-Retrieval (S2R) presents a new AI-powered method for voice-based information retrieval. It promises easier, hands-free search, with potential accessibility benefits for a broad public. The article frames this as a positive, publicly beneficial development beyond purely engineering concerns.

"" - favicon research.google

Solves Most Support Issues Automatically

Zendesk unveiled an autonomous support agent designed to handle about 80% of customer inquiries without human intervention. The move aims to speed responses, reduce agent workload, and cut costs, signaling a positive impact on customer service efficiency while keeping human oversight.

"" - favicon techcrunch.com

Automates Waste Sorting

Ganiga showcased its fleet of waste-sorting robots at TechCrunch Disrupt, highlighting AI-enabled technology designed to track and reduce the waste produced by companies. The system aims to improve recycling efficiency and cut waste output, delivering environmental benefits and potential cost savings for businesses.

"" - favicon techcrunch.com

Expand Virtual Shoe Try-On

Google expands its virtual try-on tool to more countries, letting shoppers see how shoes look by tapping 'try it on' and uploading a full-length photo. The AI-powered AR feature enhances online footwear shopping for the public and could reduce returns, boosting convenience and confidence in online purchases.

"" - favicon techcrunch.com

Advances Robotics Through Physical AI

SoftBank's acquisition of ABB's robotics unit expands its robotics portfolio and frames physical AI as the next frontier. This move aims to accelerate AI-powered robotics across industries, potentially improving automation, safety, and public-facing services.

"" - favicon techcrunch.com

Transforms Sports And Startups

NBA champion Tristan Thompson discusses how AI is transforming sports, athletes, and startups at TechCrunch Disrupt 2025. The talk highlights positive potential for fans, athletes, and entrepreneurial ventures as AI-driven innovations reshape sports and related industries.

"" - favicon techcrunch.com

Enables Multilingual Search

Google expands Search Live to India and increases language support in AI-powered search mode. The update helps a wider public access real-time search features in their native languages. This expansion signals a public-facing improvement beyond software engineering, enhancing information access for diverse users.

"" - favicon techcrunch.com

Voice Ordering Expands Access

Square launches AI-powered voice ordering for merchants, enabling customers to place orders hands-free and speed up service. It also adds an integrated Bitcoin payments option with zero processing fees for one year, potentially lowering costs for merchants and broadening payment options for customers. Together, these features could improve convenience for shoppers and reduce merchant expenses, though adoption and crypto-regulation considerations may affect impact.

"" - favicon techcrunch.com

Enables On-Device Reasoning

AI21 Labs' Jamba Reasoning 3B is a compact model designed to run extended reasoning on devices like laptops and phones, reducing data-center traffic and costs. The model supports a 250K token window, 2-4x faster inference, and on-device processing to enhance privacy by keeping inference local. Enterprises see benefits from hybrid architectures and on-device reasoning for simple tasks, while more complex tasks can leverage GPU clusters.

"" - favicon venturebeat.com

Predicts Enzyme Specificity

A cross-attention graph neural network is used to predict how enzymes interact with substrates, enabling faster, more accurate enzyme design. This approach could accelerate drug discovery, biocatalysis, and green chemistry, benefiting healthcare and industry.

"" - favicon nature.com

Transforms ChatGPT Into App Platform

OpenAI announced a platform shift at Dev Day 2025, turning ChatGPT into an app ecosystem via the Apps SDK that enables developers to build and publish apps inside chat. It also unveils Agent Kit for autonomous AI workers and Codex as a production-ready coding assistant, along with a collaboration on new AI-centric hardware. The move emphasizes greater compute power and a future where intelligent apps and agents simplify everyday tasks and enable new consumer experiences beyond traditional software.

"" - favicon venturebeat.com

Filters Low-Quality Cancer Papers

An article examining the flood of low-quality cancer research and the potential of an AI tool to detect and flag dubious papers. It argues that such AI-assisted screening could improve the reliability of medical literature and support better patient care, while noting the need for validation, transparency, and safeguards to minimize errors.

"" - favicon nature.com

Diversifies Virtual Training Grounds for Robots

MIT CSAIL researchers created a tool that generates realistic virtual kitchens and living rooms, allowing simulated robots to interact with models of real-world objects. This approach diversifies training data for robot foundation models, potentially accelerating the development of capable household and service robots and improving their real-world performance.

"" - favicon news.mit.edu

Switch Payloads In Flight

Describes an AI-enabled drone system that can switch payloads mid-air using a flying toolbox, enabling rapid adaptation for public-service missions such as emergency response and delivery without landing.

"" - favicon nature.com

Organizes DNA Data For Public Health

Google's 'Google for DNA' aims to organize genomics data at scale, enabling faster discovery in biology and medicine. AI-powered tools help researchers search, interpret, and integrate large DNA datasets, potentially advancing personalized medicine and public health. The article emphasizes broad public benefits while noting data governance and privacy considerations.

"" - favicon nature.com

Democratizes Reinforcement Learning

A startup aims to democratize AI by letting the public run reinforcement learning, addressing the US lag in open-source models. If realized, it could broaden access to powerful learning tools, fueling education and citizen-driven innovation beyond software engineering.

"" - favicon wired.com

Accelerates Lifespan Extension

An opinion piece argues that AI-enabled biomedical advances could reverse aging and extend the average life span by about a decade. It frames this as a positive public-health opportunity, while acknowledging ethical and access considerations.

"" - favicon wsj.com

Redefines Technology for Emotional Well-Being

Jony Ive and Sam Altman discuss a secretive OpenAI hardware project aiming to build a family of AI-powered devices that prioritize emotional well-being over mere productivity. The devices are described as accessible yet non-intrusive, with goals to reduce anxiety and make people happier and more connected. The plan emphasizes human-centric design and a move away from legacy, screen-dominated interfaces toward a more joyful technology experience. While no product details were revealed, the narrative frames the effort as a public-good mission to improve daily life.

"" - favicon venturebeat.com

Advances Public Good Through Collaboration

MIT and MBZUAI launch an international collaborative research program to unite faculty and students from both institutions to advance AI and accelerate its use in pressing scientific and societal challenges. The initiative aims to foster joint research, exchange knowledge, and develop AI-powered solutions for public-interest issues.

"" - favicon news.mit.edu

About The Abundance Institute

AI OPPORTUNITY

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Improves Brain Tumor Surgery

Drone Delivery Reduces Emissions

Gives voice back to ALS patient

Helps Brain Tumor Operations

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Gives Quadriplegics Control of Devices

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enhances influenza research

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helps find lost cities

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combats poaching

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Reduces Group Divides

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Helps Defend Against Cyber-Attacks

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helps fishermen locate fish more readily

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helps identify high-risk heart patients

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Detects Autism in Children

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Improves Brain Tumor Surgery

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Used to Detect Bone Fractures

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Reduces Emissions of Media Production

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Drone Delivery Reduces Emissions

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fights crime from space

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Chatbot Improves Mental Health Through Therapy

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Spots Water Leaks from Space

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helps track wildlife

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helps develop clean magnet

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improves cancer diagnosis

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Improves Education Outcomes

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used to detect diabetes from voice

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Reduces Flight Contrails and Climate Impact

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Predicts Earthquakes

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Allows mRNA Cancer Vaccine Development

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Mammogram increases breast cancer detection

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Reduces Medical Errors via Cameras

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Gives voice back to ALS patient

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makes energy use cleaner

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Reduces Need for Pesticides

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Predicts Malaria Outbreaks

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Automates Threat Moderation

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Predicts Patient Risk for Over 1000 Diseases

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Helps Cure Rare Disease in Baby

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Stethoscope Spots Heart Disease in 15s

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Designs Antibiotics for MRSA superbugs

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Improves Medical Diagnosis

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Speeds Up Finding Viable Sperm in Men