Peakspan: The True North of Longevity and Why We Must Aim Beyond Healthspan
Welcome to the Post-Healthspan Era: Peakspan is the Essential Metric for the Longevity Century
Forever.ai newsletter posts, books, and legacy Forbes archive. Over a decade of public-facing thinking on AI, longevity, and the economics of drug discovery.
Forever.ai newsletter · 11,000 subscribers · 16 posts
Welcome to the Post-Healthspan Era: Peakspan is the Essential Metric for the Longevity Century
The ultimate benchmarks will be experimentally and clinically validated therapeutics
Scientific Progress, Clinical Outcomes, and Regulatory Approvals
How do you make important problems go away? Simple—make unimportant issues important.
Notes from Milan and Hong Kong on longevity wear: dressing up for long life and the twelve commandments of longevity couture
This post is not an investment advise or any form of endorsement of any of the drugs. To my knowledge, all of the NLRP3 drugs are investigational and none is approved for clinical use.
My Favorite Drug and My Next Favorite Anti-Drug: A Personal Journey into Sleep Optimization
Communicating with AI today and in the future may require new levels of intensity, transparency, and communication mediums
The "DeepSeek Moment" in the longevity biotechnology we've all been waiting for transpired on August 29, 2025 at the 12th ARDD meeting in Copenhagen
This 24-year-old target demonstrates promise across multiple chronic diseases and has been prioritized by two AI-driven longevity companies. The quality of the chemistry will decide the winner.
Have you ever wondered which pharmaceutical companies have extended human longevity in the past—and which ones will shape its future?
New longevity book by Lara Lewington (BBC Journalist, television presenter)
I have a confession to make: I'm working on a new longevity book.
Over 15 million genomes with profile and metadata used, hacked, bankrupted, then sold for $256 Million. What lessons did we learn?
New paper in Nature uncovers scary facts that can be easily misinterpreted
Will we ever see perfect safe real-time cures on demand and where are we today?
How Advances in Biomedicine Will Transform the Global Economy
Seminal exploration of how biomedical advances in longevity will reshape healthcare, pensions, retirement, and the global economy. Written a decade before the longevity biotech boom.
A Guide to Falling in Love with Artificial Intelligence
Early exploration of human-AI relationships, written long before conversational AI entered the mainstream. Speculative and provocative in its predictions.
Co-edited volume (Springer)
Co-edited multi-author reference establishing the canon for AI applications in aging research, drug discovery, and longevity biotechnology.
Contributing author across multiple technical volumes
Chapters covering generative chemistry, deep learning for biology, GANs for de novo molecular design, and AI-enabled clinical trial prediction.
Legacy archive of Forbes columns published 2018–2024. Current thought leadership has moved to Forever.ai.
Despite increasing conflicts in the Middle East, the UAE and Saudi Arabia remain at peace. Diversity, equity, tolerance and inclusion initiatives may be the reason.
Meta released its most capable open source LLM, Llama 3, which outperforms in most benchmarks. Here is what you need to know.
The Altmetric Attention Score measures the popularity of scientific articles. Here are 5 practical tips on how to boost your research paper’s visibility and score.
New study by Animal Biosciences, a company co-founded by Harvard professor David Sinclair, suggests you may extend life and improve wellbeing of your furry companions.
Bryan Johnson is making headlines in tabloid and serious media around the world promoting his longevity regimen. What do serious scientists think about him?
2024 will be a pivotal year for AI Drug Discovery (AIDD). Here are 5 Industry predictions from the industry insider perspective
New weight loss drugs result in loss of muscle. Scientists at the University of Copenhagen showed that mice lacking TNIK gene stay lean & do not lose muscle when fed fat
One of the hottest cancer targets just got a boost in confidence. Stanford researchers published a PNAS paper on ENPP1 as an innate immune checkpoint in breast cancer
Advances in AI and brain-computer interfaces may lead to the creation of AI that can read your mind. Will you fare well on AI Judgment Day?
Insights from the meeting of the world's financial and industrial power brokers in Riyadh. Generative AI seems to the main hope for igniting global economic growth.
October 27, 2023 turned into Sanofi's "black Friday" as the company announced its intent to invest in internal R&D. The market did not get the message. Here is why.
While there is no Nobel Prize for AI, Jumper and Hassabis may be the frontrunners for a Nobel Prize in Chemistry for their discovery of AlphaFold
The new blockbuster paper by the St Gallen consortium reveals the efficiency pharmaceutical R&D. The majority of the approved drugs were sourced externally.
There are many companies claiming to be in longevity biotechnology. But which ones qualify as longevity biotechnology companies?
Like all things in life including life itself, the world's largest industry meeting in aging research came to a close. Here is a report on Day 5 of the meeting.
Day four out of five of the 10th ARDD was full of new revelations. For example we learned that that median lifespan of taurine-treated mice increased by 10 to 12%!
David Sinclair and other top scientists presented their research at the 10th ARDD conference in Copenhagen
The report from the trenches of the second day of the 10th Aging Research for Drug Discovery, Copenhagen, August 29, 2023
Hundreds of aging research, drug discovery professionals, and clinicians convened in Copenhagen for the Longevity Medicine Day at the 10th ARDD.
Over time we saw the power shift from publishers and content creators to search engines. Will ChatGPT Bot trigger another redistribution of power and eat into publishers profits?
New study by the St Gallen consortium estimates the cost of one approved drug at $6.16 Billion. 7 of the top 16 pharma companies demonstrated negative R&D productivity.
Artificial Intelligence needs its own day and there is substantial demand from the people willing to celebrate it. But should you celebrate it on July 16th?
In 2023, several breakthroughs have shaken the academic community. Freezing entire organs to sub-zero temperatures for future transplantation is now a reality.
The field of longevity biotechnology is rapidly evolving. Meet the venture capitalist dedicated to supporting and promoting female founders.
Sanofi made a very important official announcement that went largely unnoticed by the media but has enormous implications for the company and pharmaceutical industry
Combining AI and robotics and healthcare with a mission to extend healthy human life. Meet Richard Yang, partner at Sinovation Ventures
The White House released an update outlining the Biden-Harris administration's latest initiatives in formulating the national AI strategy, AI policies, and AI regulation.
In May 2023, many longevity experts traveled to Israel despite the rocket attacks to open the world's first longevity medicine center at the Sheba Longevity Center
More than 25 years ago, Aubrey de Grey, a prominent but eccentric scientist embarked on a quest to fight aging. Today, he turned 60. He shared his thoughts on aging, longevity, an…
In 2021, a scandal surrounding the SENS Foundation sent shockwaves through the longevity community. Now, with a restructured and female-led organization, the SENS Foundation perse…
AI is getting increasingly better an many tasks and we are likely at the brink of another AI revolution. To make AI fundamentally safe and friendly, we need to become better as h…
Generative AI is rapidly replacing and augmenting search. This transition will change the way search engine optimization (SOE) is done. Here is what you can do to prepare for the…
A massive tech event attracting over 170 thousand people quietly transpired in Riyadh, Saudi Arabia. The country is making a giant leap from a theocracy to the vibrant technocracy…
The longevity biotechnology industry is attracting more funding and more people with new non-profits being formed to accelerate progress in the field. Meet Lisa Ireland, the pres…
There are many critical issues causing disagreement between the Republican and Democratic parties. These include the economy, foreign policy, gun control, abortion, immigration, c…
Generative AI is taking the world by the storm with billions invested in infrastructure, data, and people. The ability to generate human-level responses to complex queries is expe…
The MENA countries are joining the quest to extend healthy productive longevity. Meet Her Excellency Dr. Maryam Matar who is spearheading the healthy longevity initiatives in the…
ChatGPT is taking the world by storm. At its core, it uses the self-attention methods pioneered and patented by Google. Will Google try to seek licensing fees or sue OpenAI in cou…
Search is possibly one of the main technological advances of the Internet era that did not change much over the past 20 years. Now, we are in for another disruption. The real batt…
It takes over a decade and over $2 Billion to discover and develop a new drug and the process fails over 90% of the time. Biotechnology is one of the areas where China and US must…
In recent years, a hand full of AI startup companies that managed to utilize AI/ML to discover novel targets and/or design therapeutics reached human clinical trials and received…
Imagine that you can grow a clone with the level of intelligence below the level of a turkey or a chicken with the perfectly-exercised body. Would you consider swapping your brain…
She wanted to go into longevity but also wanted to enable the entire skincare industry. Artificial Intelligence turned out to be the optimal tool. Now she works with almost every…
She worked in top labs at Stanford and Harvard. Now she wants to disrupt a 100-Billion-Dollar market by rejuvenating your skin using genetic engineering.
While the recent advances in rapid reheating, novel antifreeze agents, are bringing humanity's dream for plug-and-play organs closer to reality. Here is another technology worthy…
As the body grows old, our minds are often instigated by mental decline and progressive, natural psychological aging. However, while there are very little we can do about biologic…
National investments in longevity biotechnology may result in new drugs that will help everyone on the planet live longer and provide new platforms for drug discovery. Surprisingl…
For decades the field of cryobiology was largely ignored and underfunded. However, in recent years, several advances were made and will enable the creation of massively transforma…
Aging is one single determinant of most diseases. In recent years, the biotechnology industry started using aging biology as a platform for drug discovery to discover and develop…
Identifying novel targets and designing novel molecules is not the only way to innovate in the biopharmaceutical industry. Sometimes, innovation in delivery systems for well-know…
The term Eroom’s law in pharma was coined by Dr. Jack Scannell and colleagues in 2012 in Nature Reviews Drug Discovery. It is the opposite of Moore's law in semiconductors and sta…
Aging research is rapidly gaining popularity in the pharmaceutical industry. Many pharmaceutical companies are working on dual-purpose programs targeting aging and disease. At the…
The global population is aging and developed countries are experiencing population decline. At the same time, startups working on reproductive longevity, IVF and artificial uterus…
While the media focuses on the negative news to grab your attention, the world is rapidly improving. One of the pockets of this positive change is Saudi Arabia which recently comm…
One of the most prestigious scientific conference series is the Gordon Research Conference (GRC). This is where prominent academics come to share their research openly but it is n…
Longevity biotechnology it is clearly one of the main industries of the future with thousands of new scientists and industry professionals entering the field every year. Here is a…
Did you know that Viagra was originally developed as a cardiovascular drug and was implicated in ED by accident? Did you know that other pharma companies missed out on ED as they…
There are many technologies that are rapidly advancing and converging. Longevity biotechnology is not standing still. Here are the highlights from a recent Foresight Institute mee…
The field of female reproductive longevity and inequality is getting hot. The top venture capital firms are investing in this area. Oviva Therapeutics incubated by Cambrian Biosci…
The biopharmaceutical industry spends roughly $100 Billion annually on R&D. With over $2.6 Billion per drug approval it is among the most inefficient industries on the planet. But…
One of the centers that impressed me the most in recent years was BioBay in Suzhou. It is the home to the many biotechnology and technology companies some of which reached a unico…
Measuring the efficiency of research and development (R&D) in the pharmaceutical industry has long been a difficult task. It is even more complex now as many new technologies beco…
Most people pay attention to the Kardashians, Trump, videos of cute kittens and ignore breakthroughs in science and technology even when it comes to human health. How do we make…
Both war and ALS are terrible diseases that we need to learn to cure and prevent. Both require our immediate action. Some of the immediate treatments may be symptomatic making the…
The convergence of artificial intelligence, aging research, distributed ledger technologies, new sensors, augmented and virtual reality is driving innovation in health and life in…
Imagine working in the industry which aims to make life longer alongside the love of your life. The longevity biotechnology industry is growing rapidly and there are many scientis…
Imagine a world, where the average life expectancy exceeds 100 years. Thanks to investments and research in longevity biotechnology made in the last few years, coupled with more i…
We often look at our parents and grandparents to predict how long we are going to live and how fast we are going to age. But technology is not standing still and you may benefit f…
There is a new season of women bound together by life experiences and by the realized necessity of optionality. The option of having a successful career without foregoing having…
Aging research, drug discovery and development, and artificial intelligence are rapidly converging and resulting in new diagnostics and therapeutics. The conference covering these…
Few people know that the concept of the "Metaverse" and virtual real estate was first proposed and described 30 years ago by Neal Stephenson in "Snow Crash". Here is an interview…
Climate change is real – both human-induced, human-accelerated, and natural. Its effects are already devastating and many entrepreneurs have stepped up to the challenge. But is i…
More than ever, we are seeing other examples of seniors in their eighties and beyond continuing to enrich the world with their achievements instead of settling into the decrepit o…
Video game developers are producing more and more highly-addictive content that carries little educational value. Recent advances in longevity biotechnology may help gamers regain…
In 1957, Canadian psychoanalysis Elliot Jacques first presented a paper to the British Psychoanalytical Society describing his case for a “midlife crisis” (though he never claimed…
People who experience joyful events such as getting married or the birth of a first child find that joy fading as they adjust to how their lives have changed.
While we’re still unable to take complete control of the physiological processes underlying aging, medical researchers have made some exciting breakthrough which may bring us even…
The field of longevity biotechnology is rapidly evolving and new advances are being published every day. The new book by the venture capitalist and longevity enthusiast, Sergey Yo…
Many people that have very harmful habits like smoking but still diet and exercise to look younger. It is a natural desire which evolved out of our need to stay attractive and re…
In many areas of artificial intelligence China has caught up or surpassed the other countries. And the Wu Dao 2.0 system presented at the annual BAAI conference is a testament to…
Aging is the universal equalizer. After we reach our peak age of around 25-35 we start losing physical performance. But we also age on the psychological level. And this is one are…
Do you know what will happen to your name after you die? A group of AI scientists analyzed mentions of a massive number of public figures in news and social media one year before…
One of the companies working to develop a deeper connection between the human brain and computers is a startup called Neuralink. Let's look at their peer-reviewed paper with Elon…
Imagine a world where instead of investing in companies you could invest in people. As blockchain technology advances and we are getting closer to the economic collapse driven by…
In 2014 ResTORbio spun off out of Novartis and went public to try a longevity drug as a vaccine-potentiating agent in the elderly. The company was led by Dr. Joan Mannick, a physi…
A team of undergraduates lead by a professor at Cold Spring Harbor demonstrated that many targeted drugs do not work as expected. Target discovery is the pharmaceutical industry's…
In 2020 Forbes China published its China 30 under 30 list of the most successful entrepreneurs. One of these executives on the list representing the healthcare & science sector wa…
Longevity biotechnology is the in industry of the future and just like in physics or math, some students are planning a career in aging research from a very early age. Learn from…
Dr. Manson Brown is the head of clinical development and vice president of R&D at Allergan Aesthetics at Abbvie and is one of the few longevity physicians who wears several hats a…
Since its birth in 2001 Wikipedia became an integral part of peoples’ lives with pretty much every Google query drawing from this massive volunteer-built and run online encycloped…
The longevity medicine industry is rapidly evolving and we are witnessing the advent of a new profession - longevity physician. Incorporating deep aging clocks in her diagnostic a…
Over the past decade, we witnessed massive convergence of biotechnology and information technology. And now we are witnessing the birth of a new field of longevity medicine, which…
Have you ever wondered what are the hidden motives behind your actions? Why do we convince ourselves to believe something that is simply not true? Why do we ignore aging and immin…
Accelerating progress in longevity biotechnology driven by new technologies like AI-powered aging clocks is slowly propagating into the clinical practice and consumer business. It…
The pharmaceutical business is perhaps the only industry on the planet, where to get the product from idea to market the company needs to spend about a decade, several billion dol…
Aging is a multifactorial process affecting every aspect of our lives. As we age our psychology and behavior changes. In this article, I interviewed the world's most influential e…
Despite popular belief, the biotechnology and biopharmaceutical industry suffered immense losses as a result of the COVID-19 pandemic. As many hospitals have surpassed maximum cap…
Many women have historically seen both AI and drug discovery as predominantly male professions.
Since 2014 deep learning systems started outperforming humans in many tasks. But when it comes to drug discovery the rate of progress is seemingly slow.
When it comes to exponential technologies there are few people in the world more informed than Dr. Peter H. Diamandis, MIT- and Harvard-trained medical doctor who co-founded Singu…
Deep Medicine not only provides a helicopter view of AI for drug discovery and development but goes further into the limitations, regulatory and ethical considerations.
A quantified approach to altruism in the form of counting the quality-adjusted life years (QALY) generated globally may help humans and AI make better life decisions.
The longevity industry gets a boost with the launch of a $100 million venture fund, Longevity Vision Fund, focused on longevity biotechnology and artificial intelligence.
If life is a video game, what are the winning rules? While there are many scoring mechanisms including money, reputation, kids, physical performance and others—one least-known and…
The idea that we humans are living inside a simulation is not new. Many religions propose the existence of a creator—an omnipotent deity who formed the world and set its rules in…