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AI Model Can Predict Human Longevity

As the world celebrates the start of a new year, we too embark on a journey through the latest and most promising developments in the field of aging and health. This edition of Longr Reads delves into the intricate world of 'biological age', the potential of AI in lifespan prediction, and the exciting frontiers of longevity drug research.  These topics not only highlight the ingenuity of modern science but also reflect our growing understanding of aging as a complex, yet increasingly manageable aspect of human life. This year, we stand on the brink of transformative breakthroughs that promise to reshape our approach to health and longevity, offering a glimpse into a future where aging is not just slowed, but enriched with quality and vitality.
Cutting-edge longevity technology advancements.
Longevity in the Digital Age: How Modern Tech Drives Extended Lifespan.

Good Morning,

Welcome to 2024, a year that is destined to usher in an era of unprecedented advancements in the realm of extending longevity – happy and healthy life extension. 

As the world celebrates the start of a new year, we too embark on a journey through the latest and most promising developments in the field of aging and health. This edition of Longr Reads delves into the intricate world of ‘biological age’, the potential of AI in lifespan prediction, and the exciting frontiers of longevity drug research. 

These topics not only highlight the ingenuity of modern science but also reflect our growing understanding of aging as a complex, yet increasingly manageable aspect of human life. This year, we stand on the brink of transformative breakthroughs that promise to reshape our approach to health and longevity, offering a glimpse into a future where aging is not just slowed, but enriched with quality and vitality. 

Let’s explore these fascinating innovations and envision how technology will shape the landscape of longevity in 2024.


What’s Your ‘Biological Age’? (New York Times)

Dana G. Smith’s comprehensive report from a longevity conference brings to light the nuanced concept of ‘biological age’. This advanced approach evaluates aging based on cellular health instead of chronological years. 

Originating from the minds of experts like Dr. Nir Barzilai, this concept is grounded in measuring cellular damage and epigenetic shifts. Although conceptualized by Dr. Alex Comfort in 1969, the idea gained prominence with the development of epigenetic clocks by Dr. Steve Horvath. While these groundbreaking tests are a leap forward in aging research, they come with caveats, particularly in their application to individual health assessments. 

This exploration into biological age is not merely a scientific advancement; it represents a stride toward more personalized and effective aging management strategies. It reflects a shift in focus from treating age-related diseases to enhancing overall health, marking a significant evolution in our understanding of the aging process.

New AI Model Can Predict Human Lifespan (Phys Org)

In a pioneering project led by Tina Eliassi-Rad at Northeastern University, the new AI tool life2vec exemplifies the intersection of technology and longevity. 

This tool, trained on comprehensive life data from the Danish population, can predict individual life events and lifespan with notable accuracy. Built using transformer models akin to those in large language models like ChatGPT, life2vec represents a significant leap in AI applications for health and longevity.

However, the researchers emphasize the ethical considerations and the importance of a human-centered approach in the utilization of such technology. This tool is more than a predictive model; it offers a unique perspective on the societal and policy implications of longevity technologies.

It underscores the potential and responsibilities of AI in shaping our understanding of health, aging, and societal dynamics, paving the way for more informed and ethical approaches in longevity research.

The Most Promising Longevity Drugs To Date (Apollo Health Ventures – Medium)

Apollo Health Ventures presents an in-depth analysis of the most promising longevity drugs, showcasing their journey from laboratory research to potential human application. 

Highlighting drugs like rapamycin, acarbose, and 17-α estradiol, the review delves into the successes and challenges encountered in extending lifespan in animal models. These drugs, tested rigorously through programs like the Intervention Testing Program (ITP), exhibit remarkable potential in altering the course of aging. 

However, translating these findings from mice to humans presents complex challenges, underscoring the need for cautious optimism. This exploration not only sheds light on specific longevity drugs but also illustrates the broader landscape of aging research. 

It emphasizes the importance of ongoing scientific inquiry, ethical considerations, and the potential for transformative treatments in human health and longevity, marking an exciting era in the quest to understand and manage aging.


The year 2024 marks a significant chapter in the evolution of longevity research. As we delve into the intricacies of biological aging, harness the predictive power of AI, and explore the frontiers of longevity drugs, we are witnessing a profound transformation in our approach to health and aging. 

These developments aren’t just scientific milestones; they represent a deeper understanding and respect for the complexity of the human lifespan. As we continue on this journey, we embrace a future where aging is not just a biological inevitability but an enriching experience, laden with opportunities for enhanced well-being and vitality. 

The innovations we’ve explored today are not mere glimpses into the future; they are beacons of hope, guiding us towards a world where longevity means living better, not just longer. 

As we forge ahead, let’s carry the promise of these advancements in our hearts and minds, ever hopeful for the wonders that 2024 and beyond will bring. 

Happy New Year,

The Longr Reads Team


“In the middle of difficulty lies opportunity.”

Albert Einstein


Longr Reads’ of the Week

  • Wine, women & exercise: my dad, the unlikely longevity guru (Financial Times)
  • Personalized Medicine: What It Is, Why It’s Popular, and Why It’s Not Going Anywhere (Spannr)
  • Drug repurposing: Misconceptions, challenges, and opportunities for academic researchers (Science)
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