The Yuan raises the red flag, wards off incursions by GAI chatbots
By The Yuan team | Jun 09, 2023
As GAIs such as ChatGPT find ever-wider use, this exciting development also risks obsoleting many human functions. ‘Singularitarians’ may hail this step, but The Yuan is committed to keeping humans in the loop, and so offers this cautionary tale for our contributors’ edification.
AI healthcare research is prone to numerous flaws, pitfalls
The ever swifter, wider use of AI in healthcare research makes for many mistakes along the way and often yields inherently flawed research, explains ML developer and medical student Moein Shariatnia, who devises computer vision and NLP applications in healthcare with DL models.
ChatGPT comes into its own as used in physical therapy applications
ChatGPT’s strengths and flaws have drawn all eyes, but physical therapy is oft ignored despite being one of its more successful applications, says Vanessa Klotzman, a Software Engineering PhD candidate at the University of California specializing in ML and healthcare informatics.
Brazil must be a model for the world in tackling healthcare, climate crises
Rapid climate change and a healthcare system that must not only cope with a hotter world but itself withstand its weather ravages as well is one of the most pressing issues facing the world today. Brazil’s unique experience with both offers many lessons for the rest of the globe.
Lessons learned during the pandemic must never be forgotten
As the COVID-19 pandemic fades into the past, people are eager to put it behind them and move on with their lives. However, the lessons taught by the pandemic must be remembered to prevent such a disaster from happening again.
The spread of false information aided by AI is an existential threat
The spread of disinformation in recent years, aided in part by AI algorithms, has eroded trust and threatened to upend society. As AI technology improves and gets closer to achieving artificial general intelligence (AGI), this threat will continue to grow.
AI better detects, treats cancer, but false positives remain problematicAI improves cancer outcomes by spotting the disease earlier than traditional methods, but the tech is still imperfect and can return false positives. Efforts underway thus seek greater breakthroughs, reports Jennifer Dunphy, senior VP for a major California physician association.
The platform economy needs fixing, but to do so requires certain stepsSocial media comes under fire for its business model that generates profits by promoting extreme content. Steps like introducing taxes or other regulations to change these incentives, or training algorithms to stop promoting such harmful content will help to redress this problem.
AI healthcare research is prone to numerous flaws, pitfalls
The ever swifter, wider use of AI in healthcare research makes for many mistakes along the way and often yields inherently flawed research, explains ML developer and medical student Moein Shariatnia, who devises computer vision and NLP applications in healthcare with DL models.
Learn the five must-know characteristics of AI literacy
Most people have some intuitive idea of what AI is, but very few manage to boost this understanding to the next level: AI fluency. If more become truly AI literate, this will positively impact AI’s future. Thus, benchmarks for measuring and defining levels of AI literacy are key.
Causation in AI applications in medicine, predictions, and prescriptions
This third article in the AI Predictions, AI Prescriptions and Causation in Medicine series addresses questions foremost in healthcare: How likely is the occurrence of events? What must be done to ensure certain outcomes ensue? Predictive AI and prescriptive AI hold the answers.
The Yuan favorites
Generic
Brazil must be a model for the world in tackling healthcare, climate crises
Rapid climate change and a healthcare system that must not only cope with a hotter world but itself withstand its weather ravages as well is one of the most pressing issues facing the world today. Brazil’s unique experience with both offers many lessons for the rest of the globe.
Generic
The spread of false information aided by AI is an existential threat
The spread of disinformation in recent years, aided in part by AI algorithms, has eroded trust and threatened to upend society. As AI technology improves and gets closer to achieving artificial general intelligence (AGI), this threat will continue to grow.
Generic
Which will win the battle of AI chatbots: A rules-based one or ‘black box’?
Each of the two main generative AI methodologies - rules-based and DL - has its own advantages and drawbacks. Rather than trying to determine which is better, the future of generative AI may instead lie in blending the two methods, writes Philip Parker, a professor of marketing at INSEAD.
Generic
Knowledge benefits everyone, but knowledge mismatches are problematic
Knowledge is essential to any functioning society, as it empowers people, creates jobs, and drives economic development. However, knowledge only goes so far as the context in which it is used, and mismatches can greatly reduce its usefulness and the value it creates.
New era
ChatGPT comes into its own as used in physical therapy applications
ChatGPT’s strengths and flaws have drawn all eyes, but physical therapy is oft ignored despite being one of its more successful applications, says Vanessa Klotzman, a Software Engineering PhD candidate at the University of California specializing in ML and healthcare informatics.
New era
Chatbot chatter with Google’s Bard yields interesting findings
Intrigued by all the recent chatter about chatbots, I decided to conduct my own investigation, and the outcome was most illuminating. Here is the transcript of my first - and as yet only - exchange with Bard, Google’s ‘creative and helpful collaborator.’ I am R, Bard is B.
New era
Digital payment systems could truly revolutionize healthcare
The smartphone has already transformed life by simplifying social networking and enabling digital payments and receipts of mobile money, ride-hailing, and the delivery of goods, to cite but a few ways. The now-ubiquitous device may well do the same for healthcare in coming years.
New era
AI risk should not be conflated with AGI risk, though both are dangerous
Superintelligence may or may not be imminent, but great cause for concern exists either way, and one should first understand the differences between AI risk and AGI risk, explains AI expert Prof Gary Marcus, co-host of the podcast Humans versus Machines.
Post-pandemic
Lessons learned during the pandemic must never be forgotten
As the COVID-19 pandemic fades into the past, people are eager to put it behind them and move on with their lives. However, the lessons taught by the pandemic must be remembered to prevent such a disaster from happening again.
Post-pandemic
Deep learning is a great tool for automatically detecting COVID-19
Intelligent methods help medical professionals detect and diagnose COVID-19 more quickly and so expedite treatment for patients suffering from severe cases, as ear, nose, and throat specialist Dr Mehrnaz Ataei and genetic and healthcare ML developer Dr Sara Moein succinctly explain.
Post-pandemic
A viable path out of the pandemic is crucial
Most people now act as if COVID-19 is over, yet the virus remains active and dangerous. The limited ability of current vaccines and drugs to prevent infection or treat long-COVID means much more must be done before the threat posed by this pathogen is truly a thing of the past.
Post-pandemic
China’s COVID-19 crisis - Recovering as situation evolves
Since easing its zero-COVID policy over the past two months China has weathered a tidal wave of COVID-19 infections, now thankfully ebbing. As immunity from infection and vaccines begins to wane in coming months, the country must now brace for aftershocks. Vaccinations, boosters and furnishing hospitals and clinics with adequate staff, medicine, and ICU beds will arm China to withstand future surges.
Metaverse
Life and crime in the metaverse: Trust, trustless, and zero trust
This, the third in an article series titled Life and Crime in the Metaverse, examines the idea of trust, how to engage in online transactions and other interactions in its absence, and what this signifies in the metaverse context.
Metaverse
Metaverse healthcare system applications are based on the discovery layer
In the second part of his series of articles on the Metaverse, AI engineer Douglas Amante takes a look at what the discovery layer of the Metaverse is and how healthcare-related applications fit in as they become an increasingly integral part of people’s lives.
Metaverse
The next trillion-dollar business: personal AI assistants - part 3
The first two parts of this three-part series describe PAI assistants and how ChatGPT’s rise reflects the popular desire for them. In this final part, award-winning tech columnist Satyen K. Bordoloi examines how such a system might function in daily life.
Metaverse
How trustworthy is the metaverse?
This is the second in a series of articles titled Life and Crime in the Metaverse. Contrary to popular belief, creating a metaverse takes just a few minutes, costs just a few dollars, and can be done almost without technical skills, so criminals are bound to take advantage.
Optimization
Three considerations for turning predictive models prescriptive
This article is part four of the ongoing series: AI Prediction, AI Prescription and Causation in Medicine. Predictive and prescriptive models both have uses but transforming models into prescriptive ones leads to more valuable insights, explains CUNY data science Prof Scott Burk.
Optimization
AI, genomics revolutionize diagnosis of rare genetic diseases
Rare genetic diseases are difficult to diagnose and treat. Those afflicted suffer greatly but AI and genomics augur change for the better. Martina Rossi, a cell biology expert deeply devoted to translational science and gene therapy applications, unveils the future of this field.
Optimization
Kearney report provides pointers for making wise metaverse decisions
Fanfare about the metaverse often draws more attention than its actuality warrants, puzzling firms as to how to act. This article presents a research report by global strategy consultancy Kearney edited and condensed for brevity that offers insights to dispel this uncertainty.
Optimization
Smart, targeted innovations yield more accessible, affordable healthcare
Smart, targeted innovations make healthcare more accessible and affordable, with lower costs for hospitals and better patient outcomes, as Moh Noori, founder and CEO of AI heart disease predicter ScriptChain Health, shows in this article, the second installment in his blog series.
Governance
India’s AI governance trajectory to influence the whole world
India’s AI governance is ever more influential worldwide in step with its status as the fastest-growing major economy. The most populous nation must now decide how much regulation is too much, or it risks stifling innovation, explains ex-Harvard Medical fellow Dr Rohitashva Agrawal.
Governance
Policy, advocacy seek to safeguard Africa’s internet access
Internet blackouts - both those intentionally imposed and those caused by poor infrastructure - have long plagued many parts of Africa. The current situation is still fraught, but glimmers of improvement in the near term offer hope for ML engineer Gift Kenneth.
Governance
The key to responsible AI development
AI is a controversial and sometimes sensitive topic that can elicit strong reactions, with ChatGPT being a notable example. The world must focus on regulating AI responsibly to take advantage of its positives while having mechanisms in place to deal with its negatives.
Governance
The trek towards US health data interoperability goes at a snail’s pace
The US healthcare system is notorious for fragmentation, inefficiency, and high costs. Many efforts have been made to address these problems, but with limited success. Will ChatGPT and other newly available tools hold novel answers, or will they just generate even more data silos?
Delta dialog
Community
Brazil must be a model for the world in tackling healthcare, climate crises
Rapid climate change and a healthcare system that must not only cope with a hotter world but itself withstand its weather ravages as well is one of the most pressing issues facing the world today. Brazil’s unique experience with both offers many lessons for the rest of the globe.
|
Jun 07, 2023
The spread of false information aided by AI is an existential threat
The spread of disinformation in recent years, aided in part by AI algorithms, has eroded trust and threatened to upend society. As AI technology improves and gets closer to achieving artificial general intelligence (AGI), this threat will continue to grow.
|
Jun 05, 2023
Which will win the battle of AI chatbots: A rules-based one or ‘black box’?
Each of the two main generative AI methodologies - rules-based and DL - has its own advantages and drawbacks. Rather than trying to determine which is better, the future of generative AI may instead lie in blending the two methods, writes Philip Parker, a professor of marketing at INSEAD.
|
May 15, 2023
Knowledge benefits everyone, but knowledge mismatches are problematic
Knowledge is essential to any functioning society, as it empowers people, creates jobs, and drives economic development. However, knowledge only goes so far as the context in which it is used, and mismatches can greatly reduce its usefulness and the value it creates.
|
May 02, 2023
ChatGPT comes into its own as used in physical therapy applications
ChatGPT’s strengths and flaws have drawn all eyes, but physical therapy is oft ignored despite being one of its more successful applications, says Vanessa Klotzman, a Software Engineering PhD candidate at the University of California specializing in ML and healthcare informatics.
|
Jun 08, 2023
Chatbot chatter with Google’s Bard yields interesting findings
Intrigued by all the recent chatter about chatbots, I decided to conduct my own investigation, and the outcome was most illuminating. Here is the transcript of my first - and as yet only - exchange with Bard, Google’s ‘creative and helpful collaborator.’ I am R, Bard is B.
|
May 16, 2023
Digital payment systems could truly revolutionize healthcare
The smartphone has already transformed life by simplifying social networking and enabling digital payments and receipts of mobile money, ride-hailing, and the delivery of goods, to cite but a few ways. The now-ubiquitous device may well do the same for healthcare in coming years.
|
May 12, 2023
AI risk should not be conflated with AGI risk, though both are dangerous
Superintelligence may or may not be imminent, but great cause for concern exists either way, and one should first understand the differences between AI risk and AGI risk, explains AI expert Prof Gary Marcus, co-host of the podcast Humans versus Machines.
|
May 10, 2023
Lessons learned during the pandemic must never be forgotten
As the COVID-19 pandemic fades into the past, people are eager to put it behind them and move on with their lives. However, the lessons taught by the pandemic must be remembered to prevent such a disaster from happening again.
|
Jun 06, 2023
Deep learning is a great tool for automatically detecting COVID-19
Intelligent methods help medical professionals detect and diagnose COVID-19 more quickly and so expedite treatment for patients suffering from severe cases, as ear, nose, and throat specialist Dr Mehrnaz Ataei and genetic and healthcare ML developer Dr Sara Moein succinctly explain.
|
May 24, 2023
A viable path out of the pandemic is crucial
Most people now act as if COVID-19 is over, yet the virus remains active and dangerous. The limited ability of current vaccines and drugs to prevent infection or treat long-COVID means much more must be done before the threat posed by this pathogen is truly a thing of the past.
|
Apr 05, 2023
China’s COVID-19 crisis - Recovering as situation evolves
Since easing its zero-COVID policy over the past two months China has weathered a tidal wave of COVID-19 infections, now thankfully ebbing. As immunity from infection and vaccines begins to wane in coming months, the country must now brace for aftershocks. Vaccinations, boosters and furnishing hospitals and clinics with adequate staff, medicine, and ICU beds will arm China to withstand future surges.
|
Feb 14, 2023
Life and crime in the metaverse: Trust, trustless, and zero trust
This, the third in an article series titled Life and Crime in the Metaverse, examines the idea of trust, how to engage in online transactions and other interactions in its absence, and what this signifies in the metaverse context.
|
Jun 02, 2023
Metaverse healthcare system applications are based on the discovery layer
In the second part of his series of articles on the Metaverse, AI engineer Douglas Amante takes a look at what the discovery layer of the Metaverse is and how healthcare-related applications fit in as they become an increasingly integral part of people’s lives.
|
May 30, 2023
The next trillion-dollar business: personal AI assistants - part 3
The first two parts of this three-part series describe PAI assistants and how ChatGPT’s rise reflects the popular desire for them. In this final part, award-winning tech columnist Satyen K. Bordoloi examines how such a system might function in daily life.
|
May 23, 2023
How trustworthy is the metaverse?
This is the second in a series of articles titled Life and Crime in the Metaverse. Contrary to popular belief, creating a metaverse takes just a few minutes, costs just a few dollars, and can be done almost without technical skills, so criminals are bound to take advantage.
|
Apr 28, 2023
Three considerations for turning predictive models prescriptive
This article is part four of the ongoing series: AI Prediction, AI Prescription and Causation in Medicine. Predictive and prescriptive models both have uses but transforming models into prescriptive ones leads to more valuable insights, explains CUNY data science Prof Scott Burk.
|
Jun 01, 2023
AI, genomics revolutionize diagnosis of rare genetic diseases
Rare genetic diseases are difficult to diagnose and treat. Those afflicted suffer greatly but AI and genomics augur change for the better. Martina Rossi, a cell biology expert deeply devoted to translational science and gene therapy applications, unveils the future of this field.
|
May 19, 2023
Kearney report provides pointers for making wise metaverse decisions
Fanfare about the metaverse often draws more attention than its actuality warrants, puzzling firms as to how to act. This article presents a research report by global strategy consultancy Kearney edited and condensed for brevity that offers insights to dispel this uncertainty.
|
May 17, 2023
Smart, targeted innovations yield more accessible, affordable healthcare
Smart, targeted innovations make healthcare more accessible and affordable, with lower costs for hospitals and better patient outcomes, as Moh Noori, founder and CEO of AI heart disease predicter ScriptChain Health, shows in this article, the second installment in his blog series.
|
May 11, 2023
India’s AI governance trajectory to influence the whole world
India’s AI governance is ever more influential worldwide in step with its status as the fastest-growing major economy. The most populous nation must now decide how much regulation is too much, or it risks stifling innovation, explains ex-Harvard Medical fellow Dr Rohitashva Agrawal.
|
May 29, 2023
Policy, advocacy seek to safeguard Africa’s internet access
Internet blackouts - both those intentionally imposed and those caused by poor infrastructure - have long plagued many parts of Africa. The current situation is still fraught, but glimmers of improvement in the near term offer hope for ML engineer Gift Kenneth.
|
May 22, 2023
The key to responsible AI development
AI is a controversial and sometimes sensitive topic that can elicit strong reactions, with ChatGPT being a notable example. The world must focus on regulating AI responsibly to take advantage of its positives while having mechanisms in place to deal with its negatives.
|
Apr 27, 2023
The trek towards US health data interoperability goes at a snail’s pace
The US healthcare system is notorious for fragmentation, inefficiency, and high costs. Many efforts have been made to address these problems, but with limited success. Will ChatGPT and other newly available tools hold novel answers, or will they just generate even more data silos?
|
Apr 17, 2023
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