Live·Open questions in longevity research
Human Preservation Rating

X

Social platformRated Jun 18, 2026Website ↗
Continuity
24.9/ 100

How much of the actual person could plausibly continue or be brought back.

Legacy
27.8/ 100

How richly others can remember, reconstruct, or study the person later.

What this preserves

Public-post and interaction archive for stated opinions and social behavior.

Public dimension scores

We show only high-confidence dimensions here. Lower-confidence machine calls stay internal until the evidence is good enough. That keeps hallucinations minimized.

6 dimensions withheld by the public confidence gate.

Intentionality

1.0/ 10

The evidence shows X functioning as a public posting and reposting platform. It does not state that human preservation is the mission. Any preservation value here is an incidental archive of public expression, not the point of the product.

Confidence: high

Revival potential

1.0/ 10

Public posts can help imitate a person's opinions and tone, but the evidence contains no body, brain, connectome, genome, voice, or deep memory substrate. This cannot restore the person. At best, it can feed a shallow persona model.

Confidence: high

Facet coverage

Body

Not shown

Physical body or tissue substrate preservation.

Fidelity0.0 / 10

The evidence shows public posts, reposts, account labels, timestamps, and engagement counts. It does not show any preservation of a physical body or tissue.

Brain / connectome

Not shown

Brain structure, connectome, or neural substrate preservation.

Fidelity0.0 / 10

No evidence shows preservation of brain structure, neural tissue, or connectome data. The material is social-media content only.

Genome

Not shown

Genetic blueprint preservation.

Fidelity0.0 / 10

Nothing in the fetched evidence indicates storage of genetic data or a genetic blueprint.

Memories

Not shown

Autobiographical memories and life stories.

Fidelity0.0 / 10

Posts can mention past events, but the evidence does not show X as a system for preserving autobiographical memories or life stories in any structured way.

Personality

Covered

Stable traits, conversational style, preferences, and temperament.

Fidelity4.0 / 10

Public post text and repost behavior expose some conversational style, preferences, and temperament, but only through a thin public slice of activity.

Social graph

Covered

Relationships, affiliations, and interaction history.

Fidelity5.0 / 10

The evidence directly shows account identities and repost relationships between accounts, which preserves part of a user's affiliations and interaction history.

Likeness

Not shown

Face, image, video, avatar, or visual representation.

Fidelity0.0 / 10

The fetched evidence does not directly establish preservation of face images, video, avatars, or other visual likeness data.

Voice

Not shown

Voice recordings or voice model representation.

Fidelity0.0 / 10

No voice recordings or voice-model evidence appears in the fetched material.

Values / beliefs

Covered

Stated values, beliefs, commitments, and opinions.

Fidelity7.0 / 10

Post text directly records stated opinions and beliefs. The examples include explicit views on science, aging, and politics.

Genealogy

Not shown

Lineage, ancestry, family records, and inherited identity.

Fidelity0.0 / 10

There is no evidence of lineage, ancestry, family records, or inherited identity preservation.

Behavioral preferences

Covered

Choices, habits, tastes, and behavior patterns.

Fidelity5.0 / 10

Posting and reposting behavior, plus timestamped activity, preserve some observable patterns in what users choose to share and engage with.

Structured evidence

No structured public evidence has been extracted yet.

Evidence sources

  1. X post by jpsenescence
    twitter postsocial twitterx.comJun 18, 2026

    João Pedro de Magalhães@jpsenescence·26mCan we use machine learning to predict longevity drugs? In our updated preprint led by @AlekseyVBelikov we trained ML models on compounds in the DrugAge database that extend lifespan in mice. Features associated with longevity drugs include…

    Speakers: jpsenescence
  2. X post by search-advanced
    twitter postsocial twitterx.comJun 18, 2026

    Benny Johnson@bennyjohnson·12hI’m fighting for a western civilization where none of them had to die. We’re not fighting red vs. blue. We’re fighting good vs. evil. Darkness vs. light. We must win.2.3K14K65K575K

    Speakers: Advanced search
  3. X post by search-advanced
    twitter postsocial twitterx.comJun 18, 2026

    Fr Calvin Robinson @calvinrobinson·12hEvil is not a red-faced devil with horns. Evil is a liberal woman laughing at the idea of little white girls being raped by foreigners. This is the face of evil.9975.8K29K235K

    Speakers: Advanced search
  4. X post by jpsenescence
    twitter postsocial twitterx.comJun 17, 2026

    João Pedro de Magalhães@jpsenescence·Jun 17Another book on curing aging promised - in 2000 - that science was on the verge of providing physical immortality thanks to genetic engineering, neuroscience, and cloning. A quarter-century later, we're still waiting. Sadly, the author p…

    Speakers: jpsenescence
  5. X post by jpsenescence
    twitter postsocial twitterx.comJun 17, 2026

    João Pedro de Magalhães repostedAlexey Strygin@strygah·Jun 17we ARE NOT on the trajectory to conquer aging in out lifetime. We have effectively ZERO reliable biopharmaceutical tools to effectively intervene in aging. If you are reading a lot of headlines about advances and get th…

    Speakers: jpsenescence
  6. X post by jpsenescence
    twitter postsocial twitterx.comJun 17, 2026

    João Pedro de Magalhães repostedAging Science News@AgingBiology·14hThe Evolving Landscape of Clinical Aging Clocks: From Epigenetic to Multi-Omics Integration8181.1K

    Speakers: jpsenescence
  7. X post by search-advanced
    twitter postsocial twitterx.comJun 17, 2026

    Congressman Brandon Gill@RepBrandonGill·14hWe can either stop Islamic immigration now or our children will pay the price - just like the working class girls in Great Britain did. Our job as conservatives is to conserve the country we grew up in, not import the cultures erasing it…

    Speakers: Advanced search
  8. X post by search-advanced
    twitter postsocial twitterx.comJun 17, 2026

    Derrick Evans@DerrickEvans4WV·22hThe wannabe rapper who peed on Austin Metcalf’s grave has been arrested. Good. Throw the book at him.Reaction toJohnny Midnight 8718.4K49K618K

    Speakers: Advanced search
  9. X post by jpsenescence
    twitter postsocial twitterx.comJun 16, 2026

    João Pedro de Magalhães repostedAging Science News@AgingBiology·Jun 16Cell-autonomous immunity model of aging and disease27262.1K

    Speakers: jpsenescence
  10. X post by jpsenescence
    twitter postsocial twitterx.comJun 15, 2026

    João Pedro de Magalhães@jpsenescence·Jun 15Another excellent study showing that senescent cells play important physiological roles. Both persistent and transient senescent cells support brain-barrier formation and homeostasis in mice. Maybe these cells are not "senescent" after a…

    Speakers: jpsenescence
  11. X post by demishassabis
    twitter postsocial twitterx.comJun 11, 2026

    Demis Hassabis@demishassabis·Jun 11Awesome to see this innovation in text diffusion. DiffusionGemma is lightning fast, 4x faster than other Gemma 4 models! Congrats to @bodonoghue85 and the team who worked so hard on this - excited to see what people build with it!QuoteGoogle Gem…

    Speakers: demishassabis
  12. X post by demishassabis
    twitter postsocial twitterx.comJun 11, 2026

    Demis Hassabis repostedGoogle Gemini@GeminiApp·Jun 11Notebooks in Gemini are now available in the European Economic Area, United Kingdom, and Switzerland. With notebooks, you can organize your projects in a dedicated, focused space that remembers your sources, instructions, and c…

    Speakers: demishassabis
  13. X post by demishassabis
    twitter postsocial twitterx.comJun 11, 2026

    Demis Hassabis repostedArena.ai@arena·Jun 11Exciting news: Gemini Omni Flash is now #1 in the Video Arena (both Text-to-Video and Image-to-Video)! For Text-to-Video this is a massive +158 pt improvement over Veo 3.1 (1080p) and a large +61 pt lead over the next best model, Seedan…

    Speakers: demishassabis
  14. X post by demishassabis
    twitter postsocial twitterx.comJun 9, 2026

    Demis Hassabis repostedLogan Kilpatrick@OfficialLoganK·Jun 9In @GoogleAIStudio we are now making more than 1,200,000 apps a week (and growing) with more than 18,000,000 created since late February The progress continues!!!1851151.4K228K

    Speakers: demishassabis
  15. X post by demishassabis
    twitter postsocial twitterx.comJun 9, 2026

    Demis Hassabis repostedLogan Kilpatrick@OfficialLoganK·Jun 9Introducing Gemini 3.5 Flash Live Translate, our real time speech to speech translation model which supports more than 70 languages (both in and out), and is so natural. It is available in the Gemini API, AI Studio, & Go…

    Speakers: demishassabis
  16. X post by demishassabis
    twitter postsocial twitterx.comJun 8, 2026

    Demis Hassabis repostedThe Nobel Prize@NobelPrize·Jun 8“In the next 10 years we are going to be entering what I feel like is a new renaissance.” Nobel Prize laureate Demis Hassabis was awarded the Nobel Prize for using AI to predict the structure of proteins. For him, AI is a too…

    Speakers: demishassabis
  17. X post by jpsenescence
    twitter postsocial twitterx.comJul 1, 2025

    PinnedJoão Pedro de Magalhães@jpsenescence·Jul 1, 2025New paper on theories of ageing I discuss the major mechanistic theories of ageing in light of recent findings as well as the fundamental nature of the ageing process. Theoretical work is more important than ever in biology, i…

    Speakers: jpsenescence
  18. Wayback snapshot 20010224
    wayback snapshotwaybackweb.archive.orgFeb 24, 2001
  19. Wayback snapshot 20000301
    wayback snapshotwaybackweb.archive.orgMar 1, 2000
  20. Wayback snapshot 19990208
    wayback snapshotwaybackweb.archive.orgFeb 8, 1999
  21. Wayback snapshot 19980210
    wayback snapshotwaybackweb.archive.orgFeb 10, 1998
  22. Wayback snapshot 19970411
    wayback snapshotwaybackweb.archive.orgApr 11, 1997
  23. Wayback snapshot 19961219
    wayback snapshotwaybackweb.archive.orgDec 19, 1996
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  36. Inside The Immortality Business - BuzzFeed
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