Artificial Intelligence & Healthcare | A Revolution in the Making
Artificial Intelligence & Healthcare | A Revolution in the Making
Vicar Sayeedi
February 15, 2022
Today, the world is facing a steadily growing crisis in the delivery of healthcare. As the global population continues to expand, we are increasingly finding ourselves in situations where we have far more patients than we have physicians and other healthcare professionals available and trained to treat them. The problem is particularly acute in rural communities in the Developed World. But perhaps it’s most concerning in the Developing World where often even basic medical care administered by trained professionals is unavailable for the majority of the population.
Fortunately, rapid developments in the field of Artificial Intelligence and the application of AI Agents in healthcare and the life sciences is very promising. There are many regulatory and technical challenges that remain, but both the direction and pace of progress is unmistakable. Consider, for example, the case of vision impairment. In the United Kingdom today, 10% of appointments with the UK’s National Health Service [NHS] are related to complaints or concerns regarding visual impairment. This translates into ten million appointments per year, and this is quite simply an unmanageable load for medical and professional staff within most health systems.
But the NHS is now increasingly employing AI Agents that can effectively screen patients. These Agents can diagnose fifty varieties of eye disease – including Age Related Macular Degeneration, the most common cause of blindness in the Developed World – with a level of accuracy and expertise equivalent to what can be expected from a highly trained and experienced Ophthalmologist. Furthermore, these AI Agents can complete their analysis of patient retinal scans within a few seconds whereas the same volume of retinal scans would take a human expert many hours and more probably days to complete.
Nevertheless, there are significant challenges that must be overcome before AI can take its place alongside eye specialists and physicians in the NHS and the health systems of other nations. Amongst the most controversial of these challenges is in the training of Ophthalmic AI Agents –AI companies need to obtain very large volumes of patient data, and this can be very difficult since patient data privacy and security is a major societal concern within liberal democracies. In the Developed World, AI researchers, healthcare professionals, physicians and scientists generally operate within a strict legal and regulatory framework that must be carefully adhered to. Infractions against the regulatory regimes can lead to loss of public trust and severe financial penalties for everyone involved. Recently, the UK company, DeepMind, perhaps the world’s foremost AI company, inappropriately received 1.6 million unmasked NHS patient data records. As a result they are now facing legal consequences that will impact the work they’ve been doing; work that is badly needed by the very same health system from where the data originated.
Healthcare researchers estimate that in 2020 there were 600 million patients across the world with distance vision impairment and they are now projecting that by 2050 this number will grow to 900 million. Practically speaking, there is no way any society can train a sufficient volume of eye specialists to address a 50% growth in this area of medical need – or in the countless other areas of medical need within any community and across the world – in such a short period given the length of time required to prepare specialists. This raises the solemn question of whether Artificial Intelligence can help address the problem. Most in the AI and healthcare industry believe the answer is yes.
Thankfully, there is a new technology that can be employed to ensure patient data privacy and security by locking the data in its original sequestered source. Then, an external digital switchboard or gateway can be used to aggregate and manage queries from a multitude of external but validated sources before any query is submitted to any confidential and secure patient datasets. These confidential patient health databases can then return key health data insights without any risk of compromising patient privacy and security. Non-Fungible Tokens [NFT’s] implemented using Blockchain technology are another mechanism that can be used to protect patient privacy and we can expect to see more such patient data privacy and security options in the near future. Thus, we can have a reasonable degree of confidence that the privacy and security challenge can be overcome and that AI researchers will have sufficient data to train their Agents.
Today, there may be several ways to apply a specific therapy depending upon distinct patient characteristics. There may also be a number of different therapies that can be administered for a given pathology. But until the physicians and specialists try there is no real way to know which modality or which therapy is best suited for a particular patient. But with the application of Artificial Intelligence, AI researchers, physicians and scientists are now working to simulate the various options and so they can know in advance of a physical procedure whether it will work and what if any potential problems they might encounter. AI can now enable us to conduct virtual trials with multiple variations of a particular procedure or technology while taking into account the relevant data, physics and patient physiology. They can then identify the procedural options with the highest probability of success and suitability for a particular patient. Furthermore, relative to conventional clinical trials, virtual trials are very inexpensive, and they are quick. At the cost of just a few tens of thousands of dollars and a period of only a few months physicians can have their answer whereas clinical trials can take several years and cost tens of millions of dollars.
The numerous advancements in the application of Artificial Intelligence in healthcare and the life sciences is expected to grow the healthcare market to $34.5B by 2027, up from $4B in 2020. However, there are many challenges ahead. Today, AI and Blockchain are the two most energy intensive of the 4th Industrial Revolution technologies. There are new sources of energy under development such as the recent advancement and proof of concept of fusion in Switzerland, but these will still take some time to develop. In the meantime, we can use DeepMind’s Artificial Intelligence to optimize energy consumption within energy intensive data centers, as well. Google is doing just this in its enormous data centers where they perform billions of searches every day.
Vicar Sayeedi is a Computer Scientist and Bell Labs Alumnus, a Lecturer and a Consultant. He is also the author of several books. His most recent book is about Artificial Intelligence and is titled, The Génome Affair.
Vicar has lectured widely about Artificial Intelligence. He has recently lectured in New York at the National Hemophilia Foundation about AI & the Life Sciences. He has also lectured in London in the Royal Boroughs of Kensington & Chelsea and Westminster, in Sunnyvale in Silicon Valley, the National Library of Singapore as well as in Düsseldorf [with invitations extended to Amsterdam, Berlin, Cologne, Rome, Stockholm & Vienna] on AI and its implications for individuals and societies. Vicar has lectured at leading companies, as well. In April 2022, Vicar will be lecturing at Cambridge Library adjacent to Harvard Square.
Vicar is most interested in the big questions facing humankind. He is particularly focused on studying at the confluence of the five great disciplines of Human History, Political Science and Thought, International Affairs, Science and Technology. For geopolitical technologists, the symbiosis at this intersection offers a deep understanding and pedagogically important lessons of how advances in human endeavor have influenced and impacted civilization.
Vicar has been writing books, essays and poetry for many years. For the past 30 years, Vicar has worked in the Technology and Pharmaceutical industries. He is currently a Consultant in the Life Sciences Industry and lives in suburban Chicago with his wife and their three grown children.
You can find Vicar’s recent book on AI, The Génome Affair on Amazon at this link:
https://www.amazon.com/dp/B07YQ7M9Q7
The most recent episodes of Vicar’s ai & u! Podcast are on YouTube at the following links:
Episode 1 - https://youtu.be/yNYr28jtY_k
What is Artificial Intelligence? What is Human Intelligence?
Episode 2 - https://youtu.be/kAEgDNh1Nwc
How Did We Get Here? Machine Learning, Neural Networks & the AI Lexicon, Exciting AI Agents
Episode 3 - https://youtu.be/3PYCyv1pCgM
Deep Mind - How Powerful is Narrow AI? State Surveillance and Surveillance Capitalism
Episode 4 - https://youtu.be/WvobCMIM_H4
Impact on Societies That Possess Artificial Intelligence Versus Those that Do Not!
Episode 5 - https://youtu.be/4JVpvm4g79g
Surveillance Capitalism, Surveillance State, 4th Industrial Revolution, Bifurcation of Sapiens
Episode 6 - https://youtu.be/e1q2GgcWQok
AI, Blockchain & Quantum Computing - Implications for Global and National Governance
Episode 7 - https://youtu.be/4bDSUvrOdd4
Popular Perceptions of Intelligence, the Seat of Human Intelligence and Implications for AI
Episode 8 - https://youtu.be/3GjHqQZL7Pk
AI - Why Should I care? Plus Exciting Updates from Elon Musk and Neuralink!
Episode 9 - https://youtu.be/enpecqDecC8
AI - Excellence, Innovation & Genius
Episode 10 - https://youtu.be/UsriESlTjdA
Implications for AI as China and the West Decouple
Episode 11 - https://youtu.be/0CpaMb-yw3g
Artificial Intelligence: Ethics, Law & Society
Episode 12 - https://youtu.be/PLzodrLWMq0
AI & Lethal Autonomous Weapons Systems
Episode 13 - https://youtu.be/Lm_nrNyJRbA
AI & the Future of Work in Industry 4.0 – the 4th Industrial Revolution
Episode 14 - https://youtu.be/_3E1Mhr_Dt8
Artificial Intelligence and its Implications for Authoritarianism and Democracy
Episode 15 - https://youtu.be/IpMUqHOEd7w
Artificial Intelligence, Consciousness & the Future of Homo Sapiens
Episode 16 - https://youtu.be/mIf7_VMzGKo
AI and its Implications for America's Political Environment
Episode 17 - https://youtu.be/gsMRPnovZGI
Special Episode: Reading From The Génome Affair
Episode 18 - https://youtu.be/UxNxtWDCREM
Artificial Intelligence - Digital Tyranny, Datocracy and the Imitation Game
Episode 19 - https://youtu.be/Db8U0QQWWuY
Does Artificial Intelligence Really Replicate Human Intelligence?
Episode 20 - https://youtu.be/Np18AEq-6DM
AI & Rising Geopolitical Tensions Between China & The West
Episode 21 - https://youtu.be/fOMSvNiixA0
AI & In-vitro Fertilization [IVF]
Episode 22 - https://youtu.be/EQPpRhIV6Kw
AI & Human Intelligence: A Complex Relationship
Episode 23 - https://youtu.be/EAbQ7stY7JQ
AI Upends the World of Structural Biology
Episode 24 - https://youtu.be/Bsb1F8uoBpA
AI & COVID-19: An Extraordinary Contribution
Episode 25 - https://youtu.be/PqL5PCRc8tA
AI, Connectomics & Transhumanism: the Future of Humankind
Episode 26 - https://youtu.be/HI8Zjl8VM8U
Dramatic Upheaval Inside Google's Ethical AI Team
Episode 27 - https://youtu.be/TqWwJYc2GxQ
AI & Cyber Espionage | How Will the Sunburst Attack Affect Our Security?
Episode 28 - https://youtu.be/89BcThqgcfQ
AI & the Rapidly Escalating Threat from Deep Fake Videos
Episode 29 - https://youtu.be/zvOHRMmJNB4
AI, Facial Recognition Technology & The Digital Surveillance State
Episode 30 - https://youtu.be/br4ygfEWdk0
AI & Social Media | The Most Destructive AI We've Ever Seen?
Episode 31 - https://youtu.be/sOy12ii8zwM
The Democratization of AI & The 2021 Maiflower Expedition | Plymouth, England to Plymouth, MA
Episode 32 - https://youtu.be/bixdLL74reE
Sino-American Cold War | A Blessing in Disguise for America?
Episode 33 - https://youtu.be/tTRm312DgMc
AI & the Tyranny of Meritocracy
Episode 34 - https://youtu.be/FpPzC5VP6GM
In the Midst of Chaos and Pandemic | A Big AI Announcement From the Trump Administration
Episode 35 - https://youtu.be/bK3xCBwrG8w
Artificial Super Intelligence – Can We Control It?
Episode 36 - https://youtu.be/Rc60DQ0L86Q
A New America | Hope with a Big Dose of Caution
Episode 37 - https://youtu.be/UBenYYHbYqM
Will AI [Science & Tech] Benefit From a New Cold War with China?
Episode 38 - https://youtu.be/JewJnPywnOU
Will AI Eventually Replace All Other Forms of Government?
Episode 39 - https://youtu.be/ibuJ8vozyqg
Will AI Perpetuate Bias in Employment, Health Systems, Law and Society?
Episode 40 - https://youtu.be/IJYbPfGC-08
AI | Will it be the Bain of Cyber Criminals?
Episode 41 - https://youtu.be/ozrO5_XTYKQ
AI | What Will it Mean for the Future of Work?
Episode 42 - https://youtu.be/kDKapDK-Vb0
AI | A Harbinger for the End of Democracy?
Episode 43 - https://youtu.be/7XeNyE8CA9I
AI & the Life Sciences | Developments in Connectomics & Radiology
Episode 44 - https://youtu.be/mWaPW_UolVo
AI & Geopolitics | Critical Strategic Planning in the Age of China
Episode 45 - https://youtu.be/qOSOc3vJRBk
AI & Humankind | What Might the Future Hold?
Episode 46 - https://youtu.be/atMSV1WAFkg
AI Enabled Surveillance | An Important Tool to Contain Dangerous Personality Traits?
Episode 47 - https://youtu.be/kz7-EDmlGXc
Will AI Favor Authoritarianism or Democracy?
Episode 48 - https://youtu.be/uTvKWQgdOaI
AI | A Key Enabler of Universal Basic Income?
Episode 49 - https://youtu.be/sy48Xqo-3qM
AI & The Future of Government, Industry, Markets &Trade
Episode 50 - https://youtu.be/JU1oGzb5TS0
AI & Surveillance | America’s New Strategy in the Middle East
Episode 51 - https://youtu.be/nOCQjUxLWJY
AI-Enabled Global Government | An Idea Whose Time Has Come?
Episode 52 - https://youtu.be/g1VJqiI3HyE
AI & Healthcare | What Will the Future Look Like? Will it be More Equitable?
Episode 53 - https://youtu.be/ie9KAg_kF7Q
AI & Surveillance | The Ethical Dilemma of Facial Recognition Software
Episode 54 - https://youtu.be/ie9KAg_kF7Q
AI & Regulation | Europe is Leading the Way
Episode 55 - https://youtu.be/l-gcYTZMsm8
AI & Consciousness | Will Machines Soon be Sentient?
Episode 56 - https://youtu.be/-8BaouCn9cs
AI & Regulation | Europe Announces New Rules
Episode 57 - https://youtu.be/243zm7aHImQ
AI & Human Emotion Recognition | Is it Inherently Flawed?
Episode 58 - https://youtu.be/rdXllGj8rbo
AI & Autonomous Vehicles | Where are We Now?
Episode 59 - https://youtu.be/EMbqpN5mbqw
AI & the 4 Little Trees | More on Emotion Recognition
Episode 60 - https://youtu.be/K5wtkj-VTrk
AI & the Colonial Pipeline Attack | Cyber Threats are Growing Rapidly
Episode 61 - https://youtu.be/03KysO3VJgI
AI & the Coronavirus | A Postmortem
Episode 62 - https://youtu.be/7wmSIWgbuQI
AI on the Battlefield | The Conflict in Gaza
Episode 63 - https://youtu.be/a_1AmLJD3lo
AI and Xenophobia | Will We Finally Break the Cycle?
Episode 64 - https://youtu.be/9s-Go1TYK9c
AI, Cyber Attacks & the Future of War | Where are We Headed?
Episode 65 - https://youtu.be/1nKbTMzfpqM
Artificial Intelligence | Humankind’s Final and Greatest Invention
Episode 66 - https://youtu.be/cplR62KTa88
America & the 4th Industrial Revolution | Where do We Go from Here?
Episode 67 - https://youtu.be/RMrqreI-PRw
Artificial Intelligence | [Digital] Life After Death
Episode 68 - https://youtu.be/KzR8NkVdT0Q
Artificial Intelligence | The Fear Factor
Episode 69 - https://youtu.be/BI0HqACc4Ek
Artificial Intelligence | The Trust Factor
Episode 70 - https://youtu.be/nKhqVtQC_NI
Artificial Intelligence | Implications for the Future of Democracy
Episode 71 - https://youtu.be/GKD5hXmnpTU
Artificial Intelligence | Deep Fakes & Pornography
Episode 72 - https://youtu.be/KJdoBm5Kmw8
Artificial Intelligence | Working in the 21st Century
Episode 73 - https://youtu.be/lLY6gF_eeas
AI & Disinformation | Implications for Democracy & Geopolitics
Episode 74 - https://youtu.be/URsauWURj5A
AI, Climate Change & Pandemics | A Case for Global Governance?
Episode 75 - https://youtu.be/cu7xOHpNiO4
Artificial Intelligence | New Year’s Resolutions & Societal Reformation
Episode 76 - https://youtu.be/1-orEsKg5fM
Artificial Intelligence | Meritocracy and the Gathering Storm
Episode 77 - https://youtu.be/jYzyrxhxCJk
AI, Authoritarianism & Democracy | What Does the Future Hold?
Episode 78 – https://youtu.be/G5dlaB8TZJQ
AI & Speciation | Symbiosis and the 4th Industrial Revolution
Episode 79 – https://youtu.be/8pq2ZAxRdcY
AI and Disinformation | Echo Chambers in an Age of Division
Episode 80 – https://youtu.be/bewLnveVpDI
AI & Human Conflict | Objectivism, Tribalism & the Dunning-Kruger Effect
Episode 81 – https://youtu.be/Z5ZvMYuNhLQ
AI, Climate Change & Migration | Sowing the Seeds of Intraplanetary Discord
Episode 82 – https://youtu.be/mP-r_0pS3P8
Artificial Intelligence in 2022 | Where are We Now and What Does the Future Hold?
Episode 83 – https://youtu.be/vYSW-pceOQE
Artificial Intelligence in 2022 | Is Protein Folding Our Most Important Achievement?
Episode 84 – https://youtu.be/IBgF_oyCvpE
Artificial Intelligence & 21st Century Military Doctrine | Tora! Tora! Tora!
Episode 85 – https://youtu.be/sxGeIZSlYYo
Artificial Intelligence & Healthcare | A Revolution in the Making
Vicar Sayeedi
February 15, 2022
Today, the world is facing a steadily growing crisis in the delivery of healthcare. As the global population continues to expand, we are increasingly finding ourselves in situations where we have far more patients than we have physicians and other healthcare professionals available and trained to treat them. The problem is particularly acute in rural communities in the Developed World. But perhaps it’s most concerning in the Developing World where often even basic medical care administered by trained professionals is unavailable for the majority of the population.
Fortunately, rapid developments in the field of Artificial Intelligence and the application of AI Agents in healthcare and the life sciences is very promising. There are many regulatory and technical challenges that remain, but both the direction and pace of progress is unmistakable. Consider, for example, the case of vision impairment. In the United Kingdom today, 10% of appointments with the UK’s National Health Service [NHS] are related to complaints or concerns regarding visual impairment. This translates into ten million appointments per year, and this is quite simply an unmanageable load for medical and professional staff within most health systems.
But the NHS is now increasingly employing AI Agents that can effectively screen patients. These Agents can diagnose fifty varieties of eye disease – including Age Related Macular Degeneration, the most common cause of blindness in the Developed World – with a level of accuracy and expertise equivalent to what can be expected from a highly trained and experienced Ophthalmologist. Furthermore, these AI Agents can complete their analysis of patient retinal scans within a few seconds whereas the same volume of retinal scans would take a human expert many hours and more probably days to complete.
Nevertheless, there are significant challenges that must be overcome before AI can take its place alongside eye specialists and physicians in the NHS and the health systems of other nations. Amongst the most controversial of these challenges is in the training of Ophthalmic AI Agents –AI companies need to obtain very large volumes of patient data, and this can be very difficult since patient data privacy and security is a major societal concern within liberal democracies. In the Developed World, AI researchers, healthcare professionals, physicians and scientists generally operate within a strict legal and regulatory framework that must be carefully adhered to. Infractions against the regulatory regimes can lead to loss of public trust and severe financial penalties for everyone involved. Recently, the UK company, DeepMind, perhaps the world’s foremost AI company, inappropriately received 1.6 million unmasked NHS patient data records. As a result they are now facing legal consequences that will impact the work they’ve been doing; work that is badly needed by the very same health system from where the data originated.
Healthcare researchers estimate that in 2020 there were 600 million patients across the world with distance vision impairment and they are now projecting that by 2050 this number will grow to 900 million. Practically speaking, there is no way any society can train a sufficient volume of eye specialists to address a 50% growth in this area of medical need – or in the countless other areas of medical need within any community and across the world – in such a short period given the length of time required to prepare specialists. This raises the solemn question of whether Artificial Intelligence can help address the problem. Most in the AI and healthcare industry believe the answer is yes.
Thankfully, there is a new technology that can be employed to ensure patient data privacy and security by locking the data in its original sequestered source. Then, an external digital switchboard or gateway can be used to aggregate and manage queries from a multitude of external but validated sources before any query is submitted to any confidential and secure patient datasets. These confidential patient health databases can then return key health data insights without any risk of compromising patient privacy and security. Non-Fungible Tokens [NFT’s] implemented using Blockchain technology are another mechanism that can be used to protect patient privacy and we can expect to see more such patient data privacy and security options in the near future. Thus, we can have a reasonable degree of confidence that the privacy and security challenge can be overcome and that AI researchers will have sufficient data to train their Agents.
Today, there may be several ways to apply a specific therapy depending upon distinct patient characteristics. There may also be a number of different therapies that can be administered for a given pathology. But until the physicians and specialists try there is no real way to know which modality or which therapy is best suited for a particular patient. But with the application of Artificial Intelligence, AI researchers, physicians and scientists are now working to simulate the various options and so they can know in advance of a physical procedure whether it will work and what if any potential problems they might encounter. AI can now enable us to conduct virtual trials with multiple variations of a particular procedure or technology while taking into account the relevant data, physics and patient physiology. They can then identify the procedural options with the highest probability of success and suitability for a particular patient. Furthermore, relative to conventional clinical trials, virtual trials are very inexpensive, and they are quick. At the cost of just a few tens of thousands of dollars and a period of only a few months physicians can have their answer whereas clinical trials can take several years and cost tens of millions of dollars.
The numerous advancements in the application of Artificial Intelligence in healthcare and the life sciences is expected to grow the healthcare market to $34.5B by 2027, up from $4B in 2020. However, there are many challenges ahead. Today, AI and Blockchain are the two most energy intensive of the 4th Industrial Revolution technologies. There are new sources of energy under development such as the recent advancement and proof of concept of fusion in Switzerland, but these will still take some time to develop. In the meantime, we can use DeepMind’s Artificial Intelligence to optimize energy consumption within energy intensive data centers, as well. Google is doing just this in its enormous data centers where they perform billions of searches every day.
Vicar Sayeedi is a Computer Scientist and Bell Labs Alumnus, a Lecturer and a Consultant. He is also the author of several books. His most recent book is about Artificial Intelligence and is titled, The Génome Affair.
Vicar has lectured widely about Artificial Intelligence. He has recently lectured in New York at the National Hemophilia Foundation about AI & the Life Sciences. He has also lectured in London in the Royal Boroughs of Kensington & Chelsea and Westminster, in Sunnyvale in Silicon Valley, the National Library of Singapore as well as in Düsseldorf [with invitations extended to Amsterdam, Berlin, Cologne, Rome, Stockholm & Vienna] on AI and its implications for individuals and societies. Vicar has lectured at leading companies, as well. In April 2022, Vicar will be lecturing at Cambridge Library adjacent to Harvard Square.
Vicar is most interested in the big questions facing humankind. He is particularly focused on studying at the confluence of the five great disciplines of Human History, Political Science and Thought, International Affairs, Science and Technology. For geopolitical technologists, the symbiosis at this intersection offers a deep understanding and pedagogically important lessons of how advances in human endeavor have influenced and impacted civilization.
Vicar has been writing books, essays and poetry for many years. For the past 30 years, Vicar has worked in the Technology and Pharmaceutical industries. He is currently a Consultant in the Life Sciences Industry and lives in suburban Chicago with his wife and their three grown children.
You can find Vicar’s recent book on AI, The Génome Affair on Amazon at this link:
https://www.amazon.com/dp/B07YQ7M9Q7
The most recent episodes of Vicar’s ai & u! Podcast are on YouTube at the following links:
Episode 1 - https://youtu.be/yNYr28jtY_k
What is Artificial Intelligence? What is Human Intelligence?
Episode 2 - https://youtu.be/kAEgDNh1Nwc
How Did We Get Here? Machine Learning, Neural Networks & the AI Lexicon, Exciting AI Agents
Episode 3 - https://youtu.be/3PYCyv1pCgM
Deep Mind - How Powerful is Narrow AI? State Surveillance and Surveillance Capitalism
Episode 4 - https://youtu.be/WvobCMIM_H4
Impact on Societies That Possess Artificial Intelligence Versus Those that Do Not!
Episode 5 - https://youtu.be/4JVpvm4g79g
Surveillance Capitalism, Surveillance State, 4th Industrial Revolution, Bifurcation of Sapiens
Episode 6 - https://youtu.be/e1q2GgcWQok
AI, Blockchain & Quantum Computing - Implications for Global and National Governance
Episode 7 - https://youtu.be/4bDSUvrOdd4
Popular Perceptions of Intelligence, the Seat of Human Intelligence and Implications for AI
Episode 8 - https://youtu.be/3GjHqQZL7Pk
AI - Why Should I care? Plus Exciting Updates from Elon Musk and Neuralink!
Episode 9 - https://youtu.be/enpecqDecC8
AI - Excellence, Innovation & Genius
Episode 10 - https://youtu.be/UsriESlTjdA
Implications for AI as China and the West Decouple
Episode 11 - https://youtu.be/0CpaMb-yw3g
Artificial Intelligence: Ethics, Law & Society
Episode 12 - https://youtu.be/PLzodrLWMq0
AI & Lethal Autonomous Weapons Systems
Episode 13 - https://youtu.be/Lm_nrNyJRbA
AI & the Future of Work in Industry 4.0 – the 4th Industrial Revolution
Episode 14 - https://youtu.be/_3E1Mhr_Dt8
Artificial Intelligence and its Implications for Authoritarianism and Democracy
Episode 15 - https://youtu.be/IpMUqHOEd7w
Artificial Intelligence, Consciousness & the Future of Homo Sapiens
Episode 16 - https://youtu.be/mIf7_VMzGKo
AI and its Implications for America's Political Environment
Episode 17 - https://youtu.be/gsMRPnovZGI
Special Episode: Reading From The Génome Affair
Episode 18 - https://youtu.be/UxNxtWDCREM
Artificial Intelligence - Digital Tyranny, Datocracy and the Imitation Game
Episode 19 - https://youtu.be/Db8U0QQWWuY
Does Artificial Intelligence Really Replicate Human Intelligence?
Episode 20 - https://youtu.be/Np18AEq-6DM
AI & Rising Geopolitical Tensions Between China & The West
Episode 21 - https://youtu.be/fOMSvNiixA0
AI & In-vitro Fertilization [IVF]
Episode 22 - https://youtu.be/EQPpRhIV6Kw
AI & Human Intelligence: A Complex Relationship
Episode 23 - https://youtu.be/EAbQ7stY7JQ
AI Upends the World of Structural Biology
Episode 24 - https://youtu.be/Bsb1F8uoBpA
AI & COVID-19: An Extraordinary Contribution
Episode 25 - https://youtu.be/PqL5PCRc8tA
AI, Connectomics & Transhumanism: the Future of Humankind
Episode 26 - https://youtu.be/HI8Zjl8VM8U
Dramatic Upheaval Inside Google's Ethical AI Team
Episode 27 - https://youtu.be/TqWwJYc2GxQ
AI & Cyber Espionage | How Will the Sunburst Attack Affect Our Security?
Episode 28 - https://youtu.be/89BcThqgcfQ
AI & the Rapidly Escalating Threat from Deep Fake Videos
Episode 29 - https://youtu.be/zvOHRMmJNB4
AI, Facial Recognition Technology & The Digital Surveillance State
Episode 30 - https://youtu.be/br4ygfEWdk0
AI & Social Media | The Most Destructive AI We've Ever Seen?
Episode 31 - https://youtu.be/sOy12ii8zwM
The Democratization of AI & The 2021 Maiflower Expedition | Plymouth, England to Plymouth, MA
Episode 32 - https://youtu.be/bixdLL74reE
Sino-American Cold War | A Blessing in Disguise for America?
Episode 33 - https://youtu.be/tTRm312DgMc
AI & the Tyranny of Meritocracy
Episode 34 - https://youtu.be/FpPzC5VP6GM
In the Midst of Chaos and Pandemic | A Big AI Announcement From the Trump Administration
Episode 35 - https://youtu.be/bK3xCBwrG8w
Artificial Super Intelligence – Can We Control It?
Episode 36 - https://youtu.be/Rc60DQ0L86Q
A New America | Hope with a Big Dose of Caution
Episode 37 - https://youtu.be/UBenYYHbYqM
Will AI [Science & Tech] Benefit From a New Cold War with China?
Episode 38 - https://youtu.be/JewJnPywnOU
Will AI Eventually Replace All Other Forms of Government?
Episode 39 - https://youtu.be/ibuJ8vozyqg
Will AI Perpetuate Bias in Employment, Health Systems, Law and Society?
Episode 40 - https://youtu.be/IJYbPfGC-08
AI | Will it be the Bain of Cyber Criminals?
Episode 41 - https://youtu.be/ozrO5_XTYKQ
AI | What Will it Mean for the Future of Work?
Episode 42 - https://youtu.be/kDKapDK-Vb0
AI | A Harbinger for the End of Democracy?
Episode 43 - https://youtu.be/7XeNyE8CA9I
AI & the Life Sciences | Developments in Connectomics & Radiology
Episode 44 - https://youtu.be/mWaPW_UolVo
AI & Geopolitics | Critical Strategic Planning in the Age of China
Episode 45 - https://youtu.be/qOSOc3vJRBk
AI & Humankind | What Might the Future Hold?
Episode 46 - https://youtu.be/atMSV1WAFkg
AI Enabled Surveillance | An Important Tool to Contain Dangerous Personality Traits?
Episode 47 - https://youtu.be/kz7-EDmlGXc
Will AI Favor Authoritarianism or Democracy?
Episode 48 - https://youtu.be/uTvKWQgdOaI
AI | A Key Enabler of Universal Basic Income?
Episode 49 - https://youtu.be/sy48Xqo-3qM
AI & The Future of Government, Industry, Markets &Trade
Episode 50 - https://youtu.be/JU1oGzb5TS0
AI & Surveillance | America’s New Strategy in the Middle East
Episode 51 - https://youtu.be/nOCQjUxLWJY
AI-Enabled Global Government | An Idea Whose Time Has Come?
Episode 52 - https://youtu.be/g1VJqiI3HyE
AI & Healthcare | What Will the Future Look Like? Will it be More Equitable?
Episode 53 - https://youtu.be/ie9KAg_kF7Q
AI & Surveillance | The Ethical Dilemma of Facial Recognition Software
Episode 54 - https://youtu.be/ie9KAg_kF7Q
AI & Regulation | Europe is Leading the Way
Episode 55 - https://youtu.be/l-gcYTZMsm8
AI & Consciousness | Will Machines Soon be Sentient?
Episode 56 - https://youtu.be/-8BaouCn9cs
AI & Regulation | Europe Announces New Rules
Episode 57 - https://youtu.be/243zm7aHImQ
AI & Human Emotion Recognition | Is it Inherently Flawed?
Episode 58 - https://youtu.be/rdXllGj8rbo
AI & Autonomous Vehicles | Where are We Now?
Episode 59 - https://youtu.be/EMbqpN5mbqw
AI & the 4 Little Trees | More on Emotion Recognition
Episode 60 - https://youtu.be/K5wtkj-VTrk
AI & the Colonial Pipeline Attack | Cyber Threats are Growing Rapidly
Episode 61 - https://youtu.be/03KysO3VJgI
AI & the Coronavirus | A Postmortem
Episode 62 - https://youtu.be/7wmSIWgbuQI
AI on the Battlefield | The Conflict in Gaza
Episode 63 - https://youtu.be/a_1AmLJD3lo
AI and Xenophobia | Will We Finally Break the Cycle?
Episode 64 - https://youtu.be/9s-Go1TYK9c
AI, Cyber Attacks & the Future of War | Where are We Headed?
Episode 65 - https://youtu.be/1nKbTMzfpqM
Artificial Intelligence | Humankind’s Final and Greatest Invention
Episode 66 - https://youtu.be/cplR62KTa88
America & the 4th Industrial Revolution | Where do We Go from Here?
Episode 67 - https://youtu.be/RMrqreI-PRw
Artificial Intelligence | [Digital] Life After Death
Episode 68 - https://youtu.be/KzR8NkVdT0Q
Artificial Intelligence | The Fear Factor
Episode 69 - https://youtu.be/BI0HqACc4Ek
Artificial Intelligence | The Trust Factor
Episode 70 - https://youtu.be/nKhqVtQC_NI
Artificial Intelligence | Implications for the Future of Democracy
Episode 71 - https://youtu.be/GKD5hXmnpTU
Artificial Intelligence | Deep Fakes & Pornography
Episode 72 - https://youtu.be/KJdoBm5Kmw8
Artificial Intelligence | Working in the 21st Century
Episode 73 - https://youtu.be/lLY6gF_eeas
AI & Disinformation | Implications for Democracy & Geopolitics
Episode 74 - https://youtu.be/URsauWURj5A
AI, Climate Change & Pandemics | A Case for Global Governance?
Episode 75 - https://youtu.be/cu7xOHpNiO4
Artificial Intelligence | New Year’s Resolutions & Societal Reformation
Episode 76 - https://youtu.be/1-orEsKg5fM
Artificial Intelligence | Meritocracy and the Gathering Storm
Episode 77 - https://youtu.be/jYzyrxhxCJk
AI, Authoritarianism & Democracy | What Does the Future Hold?
Episode 78 – https://youtu.be/G5dlaB8TZJQ
AI & Speciation | Symbiosis and the 4th Industrial Revolution
Episode 79 – https://youtu.be/8pq2ZAxRdcY
AI and Disinformation | Echo Chambers in an Age of Division
Episode 80 – https://youtu.be/bewLnveVpDI
AI & Human Conflict | Objectivism, Tribalism & the Dunning-Kruger Effect
Episode 81 – https://youtu.be/Z5ZvMYuNhLQ
AI, Climate Change & Migration | Sowing the Seeds of Intraplanetary Discord
Episode 82 – https://youtu.be/mP-r_0pS3P8
Artificial Intelligence in 2022 | Where are We Now and What Does the Future Hold?
Episode 83 – https://youtu.be/vYSW-pceOQE
Artificial Intelligence in 2022 | Is Protein Folding Our Most Important Achievement?
Episode 84 – https://youtu.be/IBgF_oyCvpE
Artificial Intelligence & 21st Century Military Doctrine | Tora! Tora! Tora!
Episode 85 – https://youtu.be/sxGeIZSlYYo
Artificial Intelligence & Healthcare | A Revolution in the Making
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