AI and skin biomarkers: profile of Anastasia Georgievskaya

AI and skin biomarkers: profile of Anastasia Georgievskaya

Anastasia Georgievskaya is using AI to develop biomarkers from photos of consumers’ skin. She is doing important work for the longevity revolution, but the consumers are more attracted by offers of improved attractiveness than offers of extended lifespan. Skin biomarkers Anastasia Georgievskaya runs a company in Estonia that provides consumers with recommendations engines for healthcare and lifestyle changes, using indicators from photographs of their skin. The company is called Haut.AI, and it operates a software platform which solicits images, and also lifestyle and preference data from individuals. It processes this information, and provides the results to clients. The clients include...
Biotech firm puts R2D2 to work in lab

Biotech firm puts R2D2 to work in lab

Applying AI to drug development Drug development is a time-consuming and expensive business. Notoriously, it takes over 10 years and costs around $2 billion to bring one drug to market — and around 90% of candidate drugs fail during human trials. And the situation is getting worse. Eroom’s Law (Moore’s Law in reverse) is the observation that the cost of developing a new drug doubles roughly every nine years. The most promising solution to this problem is applying artificial intelligence to the process. A number of companies are pursuing this, and one of the leaders is Insilico Medicine, which announced...
The Impact of AI on Delivery Businesses

The Impact of AI on Delivery Businesses

The travelling salesman problem You know the Travelling Salesman Problem? Find the shortest route that takes you to every city on a list and returns you home. It’s a hard problem. In fact it’s an NP-hard problem, where NP stands for non-deterministic polynomial time. Just in case you were in any doubt about how hard it is. But if you’re a grocery retailer, delivering the weekly shopping to millions of homes, or the country’s leading furniture maker... well, it’s a problem you have to solve. Who you gonna call? Tesco deliveries Tesco not only has to deliver hundreds of thousands...
Using AI to live to 200: profile of Sergey Young

Using AI to live to 200: profile of Sergey Young

Hard work Sergey Young was born in Dalnegorsk, a small and shrinking town in Russia's Far East. It is closer to China and Japan than to the regional capital Vladivostok, and Young describes it as not so much in the middle of nowhere as at the end of nowhere. But he was lucky enough to be born into the age of glasnost and perestroika (openness and restructuring). It didn't seem lucky at first. His parents were chemical engineers, and he followed in their footsteps by taking an engineering degree in Moscow. He was still only 18 when his mother phoned...
The optimistic investor: profile of Jim Mellon

The optimistic investor: profile of Jim Mellon

The greatest investment opportunity in history Jim Mellon is an optimist. Which is just as well, since he is one of the people trying to engineer a complete transformation in attitudes towards aging – attitudes within the medical profession, among the public at large, and crucially, in the investment community. As an example of his optimism, Mellon says that, thanks largely to the vertiginous advances in artificial intelligence, “if you can stay alive for another ten to twenty years, and if you aren’t yet over 75, and if you remain in reasonable health for your age, you have an excellent...
First wholly AI-developed drug enters Phase 1 Trials

First wholly AI-developed drug enters Phase 1 Trials

For several years we have been hearing about the potential of Artificial Intelligence (AI) to improve traditional drug discovery and development. In the last two years, clinical trials have begun. The UK’s Exscientia made headlines last April by announcing the start of a Phase 1 clinical trial for a drug it designed using AI for an established protein target. Recursion Pharmaceuticals in Utah uses AI to find new uses for the drugs owned by other companies. Insilico Medicine has now announced the crucial next step: the start of the world’s first Phase 1 clinical trial of a drug developed from...
The role of AI in extending health span

The role of AI in extending health span

“Not proper science” The field of longevity medicine is coming alive. Until the last few years, the project of halting and reversing aging was not seen as “proper science”, and not a fit use for public funds. Aging was seen as an inevitable and permanent part of the human condition. It was not a disease, but a vulnerability to disease which grows over time, and cannot be redressed. People who argued the contrary were viewed by the medical establishment as entertaining mavericks at best, disreputable charlatans at worst. The sneering has not entirely disappeared, but today there is significant investment...
AI in healthcare in 2022

AI in healthcare in 2022

In the tenth anniversary year of the Big Bang in AI we will see better drug discovery processes, better diagnostics, and better understanding of human biology. Tenth anniversary of AI’s Big Bang Next year will see the tenth anniversary of the Big Bang in artificial intelligence (AI). In September 2012, a team led by Geoff Hinton won an annual image recognition competition called ImageNet, using a type of silicon chip called graphics processing units (GPUs) and a type of algorithm called convolutional neural nets (CNNs). Hinton's team was not the first to use these techniques, but the margin of their...
Bridging the gap between scientists and clinicians: profile of Morten Scheibye-Knudsen

Bridging the gap between scientists and clinicians: profile of Morten Scheibye-Knudsen

The longevity "bug" Early in his medical career, Morten Scheibye-Knudsen spent six months working as a physician in Nuuk, the capital of Greenland. It is a small town of fewer than 20,000 people, but he was enchanted, and almost didn't return to his native Denmark. We should be grateful that he did listen to the call of anti-aging research, and head back to Copenhagen: he went on to become one of the leading pioneers applying modern artificial intelligence (AI) to the field of longevity medicine. Scheibye-Knudsen caught the longevity "bug" as a teenager, appalled by watching his grandparents grow frail...
AI for optimal health: profile of Evelyne (Eva) Yehudit Bischof

AI for optimal health: profile of Evelyne (Eva) Yehudit Bischof

Workaholics Becoming a workaholic seems to be an occupational hazard among longevity researchers and advocates. A few weeks ago, Eva Bischof was involved in a serious accident, which gave her concussion, and badly injured her arm. Despite being a highly qualified doctor, the therapy she prescribed for herself was not bed rest - but work. You probably have to be a workaholic to secure the qualifications and the professional appointments on Bischof's CV. Especially if you come from humble origins: Bischof is the daughter of a tailor and an accountant's assistant, and she spent her summers in her grandparents' village,...
Putting AI to work in longevity research: profile of Alex Zhavoronkov

Putting AI to work in longevity research: profile of Alex Zhavoronkov

A man on a mission Alex Zhavoronkov is a man on a mission. He is extremely focused - some might say obsessive. He works 18 hours a day 365 days a year. He takes no holidays, and has no plans to start a family - unless he meets a potential partner who is at least as focused as himself. The subject of this relentless attention is the aging process – how to understand it, arrest it, and reverse it. In 2013, Zhavoronkov published a book called “The Ageless Generation” which argued that everyone over about 30 years old is effectively...
Tooling the AI longevity revolution: profile of Michael Antonov

Tooling the AI longevity revolution: profile of Michael Antonov

Michael Antonov caught “the longevity bug” after helping to found Oculus Rift, the virtual reality headgear company, and selling it to Facebook for $2.3bn. He went back to college and taught himself biochemistry, and now he invests in startups which are developing the tools to allow us to understand the fabulously complex mechanics of our bodies. Russian emigres What is it with Russians? If you throw a ball into the audience during a conference on aging there is a pretty good chance it will be caught by a Russian, or someone of Russian extraction. Michael Antonov attributes this partly to...
Using AI to convert sick care into health care

Using AI to convert sick care into health care

An Apple a day… Later this year, the 7th series of the phenomenally successful Apple Watch will be launched. The company has unveiled a new watch every September since 2015, and the cottage industry of Apple followers speculates that the series 7 will feature blood glucose measurement, using a relatively new technology of terahertz electromagnetic radiation. Blood glucose measurement is especially useful for diabetics. Blood alcohol measurement, and better sleep monitoring are also candidates for inclusion this time round. With the Watch, Apple has not simply added another device to its product line-up. CEO Tim Cook has lofty ambitions for...
Book review: "Framers" by Kenn Cukier

Book review: "Framers" by Kenn Cukier

Models In the 1980s, a novel and important idea about the nature of human thought and consciousness gained currency: the notion that one of the most powerful functions of our minds is to create and evolve models of the world. Once established, these models shape our perception and our purpose. We cleave to these models, and we are prepared to distort reality inside our heads in order not to falsify them. Daniel Kahneman called this the framing effect, and he saw it as a flaw in human reasoning. He described how students responded very differently to an incentive, depending how...
Book review: "Genius Makers" by Cade Metz

Book review: "Genius Makers" by Cade Metz

Cade Metz Cade Metz has had a dream job for the last decade. He has been hanging out with the people responsible for the most important technological developments of our time. He has had a ringside seat at what may turn out to be the pivotal episode in human history. The book he has written about it, “Genius Makers” is based on 400 interviews conducted over eight years for “Wired” and “The New York Times”, plus another 100 carried out specifically for the book. Many of the people he has interviewed are larger-than-life characters, and given the egos involved and...
Book review: "A Thousand Brains" by Jeff Hawkins

Book review: "A Thousand Brains" by Jeff Hawkins

Jeff Hawkins has a new theory of the brain. It is interesting and persuasive. But to me, the most interesting observation in the book is not about brains – it’s about how an intelligent species could make its presence known across the vast distances of space. It seems that was also the most interesting part of the book for Richard Dawkins, who contributed a foreword. More about that later: first the brain stuff. The old brain and the new Hawkins has been wondering how brains work for a long time, ever since he read a 1979 essay by Francis Crick (the...
3rd editions, 2 books, 3 formats

3rd editions, 2 books, 3 formats

I spent a lot of 2020 updating and expanding these two books, and the third editions of both are now available in all three formats – kindle, paperback and audio. Part One (AI Today), and Part Two (AI Tomorrow) are now common to both books, and they account for most of the updates to Surviving AI.  Part Three of The Economic Singularity is also significantly updated and developed, to the extent that I have changed the book’s sub-title, which is now “Artificial Intelligence, and Fully Automated Luxury Capitalism”. If you know anyone who hasn’t yet read these books, now would be a great...
Into the Roaring Twenties

Into the Roaring Twenties

Plague “The darkest hour is just before the dawn,” said an English theologian called Thomas Fuller in 1650, and many people since. Covid-19 has been a terrible plague, like many terrible plagues before. At the time of writing it has killed two million people worldwide, and tragically, it will kill many more this year. Two million people have left widows and orphans to grieve them, and millions more face economic ruin or lasting insecurity. In some countries, incompetent and dishonest political leaders have made the situation far worse than it need have been. The recovery is likely to be K-shaped,...