A digital lab that speaks in genes and compounds.
The public Precious research demonstrates important components of this direction. A future AI Virtual Cell would integrate and validate them within one queryable model of cellular state.
Conditional multi-omics
Explore synthesized transcriptomic, proteomic, and methylation profiles conditioned on species, tissue, sex, age, and disease state — with validation and intended-use limits made explicit.
Compound screening in silico
Trained on large-scale compound-perturbation data across many cell lines. Paired with Nach01, any SMILES structure becomes a query — making the screening library effectively limitless.
Cross-species, cross-tissue
Proteomes, RNA-seq, and DNA methylation from human and model organisms live under one model, so a signal seen in mouse can be read in the human context.
Aging clocks, natively
The lineage began as an aging clock. Predicted biological age travels with every synthesized profile — a built-in readout of how a perturbation moves the cell through time.
Target identification
Because outputs are expressed as genes and pathways, the model doubles as a target-discovery tool — surfacing regulators behind a disease or a rejuvenation signature.
Designed for scientific workflows
A future interface could connect validated model outputs to custom research pipelines and the wider Pharma.AI ecosystem. This remains a proposed integration direction, not a live product claim.
https://x.com/WUaSPress/
https://x.com/Q_YogaMacFlower/
https://x.com/WorldUnivAndSch/
https://x.com/sgkmacleod/
https://x.com/HarbinBook/
Schisandra chinensis: How. best to develop a realistic virtual earth - eg think a forked Google Street View with time slider & with pegman becoming our avatar agent electronic medical records, digital health twins - for scientific hypothesis testing ?
Excited for #WUaSEducationalServicesStores @WUaSPress #WUaSpharmacy #ExtremeLongevityGeneDrugs too & #WUaSWalmart partnering in 19 countries &
#AlphabetOwnedWing & #WalmartDroneDelivery
https://youtu.be/PrEG5e-Zf1I
https://share.google/aimode/
Practice #WUaSdelivery in #WUaSCanyon94516?
https://x.com/WUaSPress/
https://x.com/Q_YogaMacFlower/
https://x.com/HarbinBook/
https://x.com/sgkmacleod/
https://x.com/TheOpenBand/
https://x.com/WorldUnivAndSch/
AND
What are the details of Walmart partnering with Wing for drone deliveries in Denver?
https://share.google/aimode/
#Walmart & #AlphabetOwnedWing announced a major expansion of their residential drone delivery service: Interesting re #WUaSstoreWithinAStore #WalmartWUaS @WUaSPress ~
https://x.com/WUaSPress/
https://x.com/WorldUnivAndSch/
https://x.com/Q_YogaMacFlower/
https://x.com/HarbinBook/
https://x.com/sgkmacleod/
https://x.com/scottmacleod/
https://x.com/TheOpenBand/
https://x.com/scottmacleod/
https://
Dear Leanne (Ye), George (& Ting Wu), Peter, Alex, Petrina, Kejun, Le Song, All,Greetings, and very nice to meet you at Harvard ARDD 2026.I've gotten bounce backs from both emails that Leanne Ye shared with me at World University and School, after a fairly long conversation with her about WUaS too, and in seeking too to facilitate their WIKI-ADDING their Chinese longevity research and thinking and coding and scientific papers IN CHINESE etc to a realistic virtual earth for extreme longevity, and think Google Street View with time slider, eg here in possibly a forked Google Street View with time slider ... in these 3 dates too 2007, '12 & '24 #GStreetView w #GTimeSlider in https://goo.gl/maps/7gSsSTweRCBo9gf87 at the cell and molecule etc levels too. ANDHow to time slide genes with the virtual cell in time forward 1500 years, and at the same time slide virtual-cells-in-time back to say age 24 in an avatar agent electronic medical records from little Pegman becoming our avatar agent EMR in a realistic virtual earth for #Gcells?Created these tweets a few days ago ... in PSCould we suggest that we at Harvard ARDD have proven aging reversal with extreme longevity if we can code the above re the Harbin Hot Springs' gate house in these dates and others interoperating with our #AvatarAgentElectronicMedicalRe cords emerging from GPegman (and see the PPPPS)? Regards & thanks,ScottWill add this further here -Sunday, October 4, 2026
Schisandra chinensis: How. best to develop a realistic virtual earth - eg think a forked Google Street View with time slider & with pegman becoming our avatar agent electronic medical records, digital health twins - for scientific hypothesis testing ?PS
At #HarvardAgingResearch & #HarvardDrugDiscovery conf 10/1-10/3/26https://agingpharma.org/program2026#virtual-cell-in- time & re #VirtualAgingCell from #InsilicoMedicine https:// youtu.be/vufvnB1R1xM # PetrinaKamya & #FedorGalkin Interoperate eg years 2007, '12 & '24 #GStreetView w #GTimeSlider in https://goo. gl/maps/7gSsSTweRCBo9gf87 @ #GCellViewLevel @ #HarbinGateHouse WITH #AgingReversal & #ExtremeLongevity #AvatarAgentEHR from #GPegman? At #HarvardAgingResearch & #DrugDiscovery conf 10/1-10/3 & re #PetrinaKamya's #VirtualAgingCell fr #InsilicoMedicine https://youtu.be/vufvnB1R1xM Code 2007, '12 & '24 #GStreetView w #GTimeSlider in https://goo.gl/maps/ 7gSsSTweRCBo9gf87 @ #GCellViewLevel WITH #AgingReversal #GPegman #AvatarAgentEHR?
https://x.com/WorldUnivAndSch/status/2099695613944484219 Thoughts on how to get in touch in the above regards?Best regards, ScottPPPPPSANDhere are some of the goals World University and School WUaS came to Harvard ARDD with
Greetings !Great to meet and talk with you just now at Harvard AARD, and regarding also building out #AvatarAgentElectronicHealthRec ords as #DigitalTwins, planned in a #RealisticVirtualEarth (and think Google Street View with time slider with Pegman becoming #AvatarAgentEHR) and as World University and School seeks to code for all 7.9 billion people on the planet for #AvatarAgentEHR, and for aging reversal and extreme longevity genetic drug therapies emerging, and from here - https://wiki. worlduniversityandschool.org/ wiki/You_at_World_University. Here are someWorld University and School, building on MIT OCW in 7 languages, Harvard AARD goals, that is for the Harvard Aging Research and Drug Development conference 10/1/26-10/3/26 in the TreeHouse in Allston, MA :these include1Develop 3 WUaS aging reversal OSK pharmaceutical gene drug therapies initially with research, and then produce and manufacture them & with a realistic virtual earth for OSK, a digital-physical #RVEforGenetics on the digital or in-silico side - and in collaboration with possibly 3 different companies too (initially) ...that would all successfully become FDA approved ...and then upload them to our body minds via the eRapid Fouling Resistant sensor or similar -#eRapidFoulingResistantSensor-https://wyss.harvard.edu/ technology/erapid-multiplexed- electrochemical-sensors-for- fast-accurate-portable- diagnostics/ WITH #AgingReversal & #ExtremeLongevity # AvatarAgentElectronicHealthRec ords or with a vaccine ...or via smartwatches with a skin patch or similar, and/or smartphones,or drug / medicine.Best regards,ScottPSJust asked Gemini -What are 3 potential ways that yamanaka factors re OSK via epigenetic reprogramming might even be turned into genetic drug therapies to reverse aging and also extend human lifespan to beyond 150 years?On Sat, Oct 3, 2026 at 5:49 PM Scott MacLeod <sgkmacleod@worlduniversityandschool.org> wrote: Leanne, George (& Ting Wu),
Brainstorming, how best for your Chinese company and team and colleagues in Shanghai and all over to add your iterating longevity research to a realistic virtual earth for extreme longevity + ?And regarding - https://scott-macleod.blogspot.com/2026/09/ schisandra-chinensis.html - Saturday, October 3, 2026
Schisandra chinensis: How. best to develop a realistic virtual earth - eg think a forked Google Street View with time slider & with pegman becoming our avatar agent electronic medical records, digital health twins - for scientific hypothesis testing + and different cultures and languages sharing their research and science, eg of longevity and eg aging reversal potentially too and re https://scott-macleod.blogspot.com/2026/09/ schisandra-chinensis.html ?
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