Building You a Digital Twin with Flesh, Blood, and Soul
Digital Me + Digital Mind + Digital VR Me + Digital Bloodline
Not a report, not a generic digital avatar. A digital existence that starts from your genome, traverses the four-layer interaction cognitive framework, is infused with flesh and soul, and can be inherited across generations. Four dimensions in one--only when stacked together do they form a digital twin with flesh, blood, and soul.
Business Focus: Ageless Beauty · Longevity & Health · Cancer Prevention · Eugenics · Disability Assistance
Find What You Need
Understand how the four-in-one digital twin serves your health
-> Four-in-One Overview
-> Dimension Explainers
-> Glossary
Evaluate our computing pipeline capabilities and verified services
-> Ready-to-Use Dry-Computing Services
-> Dimension One Five-Layer Architecture
-> Sample Reports
Evaluate technical barriers, differentiation, and honest boundaries
-> Honest Boundaries Overview
-> Four-Layer Interaction Cognitive Framework
-> Validation Metrics
OUR PHILOSOPHY
Understanding is All You Need
With our technology and capabilities, we help you gain insight into yourself and the world
Understand yourself--what you are made of, how your body runs, how your genes shape your future.
Understand life--from base pairs to proteins, from cells to mind, from individual to intergenerational lineage.
Understand metabolism & interactions--genotype × microbiome × diet × neural activity, four layers of interaction make the complete you.
Technology must serve human well-being. This is not a slogan--it is the starting point of every line of code, every pipeline, every report we produce.
Four-in-One · Digital Twin
The four dimensions are not independent. They are connected by a single causal thread of life.
Digital Me
· Digital Body = Flesh & Blood✓ 已验证Answers: What am I made of?
Starting from 3 billion base pairs, traversing a five-layer tech stack--source code, molecular self-portrait, virtual cell, temporal dimension, cross-generational perspective--to build a continuously growing digital body.
Digital Mind
· Digital Mind = Soul◎ 前瞻概念Answers: How do I perceive, how do I think?
Your brain electrical activity patterns--cortical local field potentials, single-neuron firing sequences, cross-band oscillatory coupling--are the physical substrate of your cognition. Building a computable mirror of your neural activity patterns.
Digital VR Me
· Digital VR Me = Shell + Infusion✓ 已验证Answers: The shell is mature; infuse flesh and soul
Industry-generic digital humans are already a mature direction (3D modeling + voice + expression are commoditized, widely used in livestreaming and customer service), but their data is generic--no genome data, no protein structures, no neural cognitive mirrors. DiVo Gen²AI infuses Dimension 1 (flesh) and Dimension 2 (soul), making the digital twin "understand you."
Digital Bloodline
· Digital Bloodline = Lineage🔬 探索性Answers: How does my digital imprint carry across generations?
Not just a family tree of genetic data. A cross-generational inheritance framework for your entire digital twin--all data, models, and scenarios from your Digital Me + Digital Mind + Digital VR Me can be inherited by the next generation.
The four dimensions are not in a simple causal chain, but in an interaction relationship--a closed loop, not an open chain:
Genes constitute your body (Dimension 1 = Flesh) -> Body supports your cognition (Dimension 2 = Soul) -> Cognition drives your digital human behavior (Dimension 3 = Shell infused with soul) -> Digital imprint carries across generations (Dimension 4 = Bloodline)
From Generic Digital Human to Digital Twin
Each dimension depends on the previous one's data, but the causal thread is bidirectional
Generic Digital Human
You have: A 3D model + voice + expression
You can: Read scripts, do customer service, livestream (already a mature track)
+ Infuse Flesh
You have: Genome + proteins + cells + aging data injected into the shell
You can: Interpret your genome, run drug simulations, track aging, design tumor neoantigen mRNA vaccines for you
+ Infuse Soul
You have: Neural cognitive patterns also injected into the shell
You can: "Intuition" comes from your cognitive mirror--interaction with a soul
+ Infuse Bloodline
You have: Cross-generational inheritance framework
You can: Digital life forms can be inherited by the next generation--digital legacy
Theoretical Foundation · The Four-Layer Interaction Cognitive Framework of Understanding
DiVo Gen²AI Digital Twin is not a product conceived from thin air. Its theoretical foundation comes from the four-layer interaction cognitive framework--it answers the most fundamental question: "What is a human?"
1. Genetic Mutation Layer
Your genome provides the "undertone" of susceptibility, but genes are not destiny. Every variant among 3 billion base pairs is the starting point of your biology.
-> Dimension 1 L1 Source Code · DiVoGenome
2. Development Layer
From embryo to adulthood, genetic susceptibility is "expressed" into your brain structure and body form through development. Development is the "translator" between genes and environment.
-> Dimension 1 L2-L3 · DiVoFold5 + DiVoCell
3. Metabolic Layer
The dynamic balance of neurotransmitters, hormones, and metabolites--this is the real-time "running state" of your body. It determines your current feelings, thoughts, and behaviors.
-> Dimension 1 L4 · GrimAge + DunedinPACE
4. Social Environment Layer
Family, school, institutions, culture--social environment "writes" into your gene expression through epigenetic and stress mechanisms, determining whether vulnerabilities are triggered.
-> Dimension 4 · Family Atlas
The four layers are not in a simple causal relationship, but an interaction relationship--a closed loop, not an open chain.
Technology Foundation Matrix · Blueprint
Technology is the means to understand life. The four-in-one consists of 7 technology domains and 36 technologies--this matrix is not just a display, it is our capability audit and development roadmap. Every technology is annotated with status, priority, and development path.
Sequencing & Omics
6 itemsPath: 与测序中心建立批量协议
Path: 批量协议
Path: 与高校共建
Path: DiVoSignal 适配
Path: 与测序中心协议
Path: DiVoSignal 扩展衰老时钟
Brain Science & Neural Interfaces
5 itemsPath: 三甲神外 IRB 合作
Path: V1->V2 路线图
Path: 等设备成熟+伦理突破
Path: V1 ECoG 数据训练
Path: DiVoCell 神经元模块
3D & Digital Humans
5 itemsPath: 商品化足够
Path: 商品化足够
Path: 商品化足够
Path: 与 DiVoCell 耦合
Path: 维度二数据驱动
Computing & AI (Self-developed Core)
8 itemsPath: Protenix-Dock 规模化
Path: 从 chr22 扩展全染色体
Path: 与 3D 渲染耦合
Path: 菌群-神经递质因果链
Path: 扩展组织模型库
Path: 图文混合检索
Path: 与医院联合 IIT
Path: 双通道靶点突破
Hardware & Compute
3 itemsPath: PF 扩展指令 ISA 固化
Path: RVDon 替代部分推理
Path: PF_TMM + PF_FLASH_ATTN
Engineering & Delivery
4 itemsPath: Agent 层自动调度
Path: 版本化+权重+快照
Path: 解读 Agent 替代静态报告
Path: 蛋白质/基因/肿瘤 Agent 编排
Forward-looking Concepts (Needs Science/Ethics Breakthroughs)
5 itemsPath: 等算力+神经映射进展
Path: 与法律顾问共建
Path: 等 VR 普及+伦理共识
Path: 追踪表观遗传学前沿
Path: 等认知科学突破
P0 Core Capabilityis Computing & AI + RVDon hardware + engineering delivery--must be self-developed, forms competitive barrier. P1 Strategic Priorityis aging clocks, neural models, rendering--should be self-developed to maintain initiative. P2 Can Outsourcecovers sequencing, BCI devices, 3D commoditization--use the world's best, don't be locked in. Forward-looking Conceptsmark scientific boundaries--track but don't exaggerate. Every technology has a "current -> target -> path" development plan.
Honest Boundaries Overview
What is verified, what is exploratory, what is forward-looking--every item is clearly annotated.
What We Explicitly Don't Do
DiVo Gen²AI Digital Twin's mission: use the engineering implementation of the four-layer interaction cognitive framework to serve five most practical needs--ageless beauty, longevity & health, cancer prevention, eugenics, and disability assistance.
GLOSSARY
Glossary
Start Building Your Digital Twin
The shell is mature, infusion is happening. Dimension 1 is deliverable today; Dimension 2 can enter disability assistance applications based on mature brain electromagnetic technology; Dimension 3's shell industry is mature and only needs integration; Dimension 4's computing is mature but legal/ethical frameworks are yet to be established.
Building you a digital twin with flesh, blood, and soul
DiVo Gen²AI · Frontier + Comprehensive
Ready-to-Use Dry-Computing Services
Not a vision on a slide--but proven, validated, deliverable engineering capability
Neoantigen mRNA Vaccine 8-Step Pipeline
✓ VerifiedFrom VCF/BAM to mRNA sequence design, fully validated end-to-end. Three differentiators: pMHC 3D structure verification, 5-dimensional immunogenicity scoring, in-house RNALens fine-tuning. TESLA benchmark AUROC=0.698.
pMHC 3D Structure Prediction + Docking Validation
✓ VerifiedTraditional pipelines stop at IC50 values. DiVo Gen²AI uses Protenix to build atom-level pMHC 3D structures for each candidate neoantigen, validated by Protenix-Dock physical docking. 400+ complexes at scale.
Genome Interpretation Report (Bilingual)
✓ VerifiedVCF QC → VEP annotation → ANNOVAR functional annotation → ACMG classification → health report. Bilingual MD/HTML/PDF delivery, 12+ batches validated.
HLA Typing (Dual-Tool Cross-Validation)
✓ VerifiedOptiType + Polysolver dual-algorithm cross-validation, 4-digit resolution HLA-I typing. Provides基础 input for neoantigen pipelines, also independently deliverable.
mRNA Sequence Optimization (RNALens)
✓ VerifiedMRL prediction model fine-tuned in 3 stages on DNABERT-Z 117M — not a third-party API call. CAI 0.7→0.95, 3 tissue-adapted models (HEK/Muscle/PC3).
CAR-T Cell Therapy Computation
✓ VerifiedNeoantigen pipeline + RNA-seq surface antigen mining + de novo Binder design + structure validation. For medical institution partnerships, not direct-to-patient. Xie Qi / Cao Longxing Nature BME路线.
Aesthetic PRS · Genetic Beauty Profile
✓ VerifiedPolygenic risk scores for aesthetic targets — collagen loss, photoaging sensitivity, hair loss risk, pigmentation. PRSice-2+PRS-CS dual engine, Chinese population calibrated. B2B2C model — the tech backbone for aesthetic clinics.
Anti-Aging Peptide & Protein Engineering
✓ VerifiedFinding anti-aging molecules in 3D space — MMPs inhibitors, collagen engineering, Sirtuin activators. 100% tools deployed and validated: Protenix V2 + Pro-Prime + BoltzGen(5-weight complete) + ProteinMPNN + MHCflurry.
Skin Microbiome × Host Gene Joint Mining
✓ VerifiedSkin condition is a symbiotic result of genes and microbiota. 16S/ITS microbiome analysis (DADA2 local + MGnify online fallback) cross-mined with host HLA/FLG immune genes, revealing gene-microbiota-skin phenotype ternary relationships.
Follicle Induction · Five-Factor Combination
◈ ExploratoryFrom repair to regeneration — WNT10B+FGF9+Noggin+RSPO1+SHH-N five-factor combination inducing new follicles on hairless skin. Protenix V2 structure prediction + ProteinMPNN engineering design validated; mRNA delivery design (GEMORNA) ready. ARM mode: design only, no manufacturing.