Vatsal Soin
For nearly two centuries, the world has operated on averages instead of real human needs, misaligning products, services, and assets --- generating returns, wastages, shortages, cancellations, and inefficiencies quietly compounding into trillions in global waste: not just monetary waste but also time, effort, environmental destruction, and years of life --- biological age exceeding calendar age.
Indian inventor Vatsal Soin has recently filed patent US 19/489,595, India 202511115781, and corresponding PCT applications for the 0â1 Doctrine --- a universal coordination framework converting any measurable requirement into standardized, anonymized bands between 0 (no alignment) and 1 (ideal alignment). The architecture enables mathematically guaranteed matching with human oversight while preserving privacy through Delete-Before-Share processing. Original data never deletes from the owner's possession; only the temporary calculation copy deletes.
One Law. Every Domain. Most Urgent in Medicine.
Two people aged 55 can have vastly different biological realities: one functioning at 45, another deteriorating at 65. Medicine has always known this. It has never had a system that acts on it precisely, privately, and at scale --- simultaneously. The same problem echoes everywhere: organ registries match on too few parameters; clinical trials recruit on averages; drug interactions are checked on population data; longevity interventions are prescribed by calendar age, not cellular age.
"AI is increasingly feared to grow more powerful than the physicians it assists. The 0â1 Doctrine ensures they are never more powerful than the humans who authorise them."
Seven Architectural Features
Delete-Before-Share: Raw biological data converts to bands on the patient's own device, then permanently deletes. Nothing transmitted. Nothing stored externally.
Deterministic Decision: Every clinical match is constitutionally APPROVE, REJECT, or HOLD --- no black-box probability, every decision replayable and auditable.
Actuation Compliance Receipt (ACR): Every authorised medical decision generates an immutable, legal-grade receipt. Malpractice litigation transformed.
Human Oversight Pathway (HOP): Ethics, life decisions, cultural consent, psychiatric judgment --- constitutionally routed to a verified clinician or ethics board. No algorithm overrides this gate. Ever.
AI Accountability Layer: Every medical AI decision traceable, auditable, and legally defensible.
Biological Age Over Calendar Age: Aging markers generate biological age bands matched to interventions by actual biology, not birth year.
Predictive Risk Advisory Token (PRAT): Reads biological warning signals before symptoms surface - issuing advisories ahead of deterioration, not after diagnosis. Medicine shifts from reactive treatment to mathematically predicted prevention.
Band Matching Across Six Clinical Domains
Emergency & ICU Care: Stroke patient's compatibility band [0.82, 0.94] matches thrombolytic protocol [0.85, 0.96] --- treatment authorised in seconds without accessing permanent records. ICU bed availability [0.70, 0.84] matches patient severity [0.72, 0.86] --- transfer ordered without exposing hospital capacity.
Organ Transplantation: Recipient immune profile generates band [0.85, 0.95]. Global donor registry spanning 40 nations finds overlap [0.87, 0.93] --- match authorised without exposing donor identity, recipient diagnosis, or national registry inventories.
Precision Oncology & Clinical Trials: Tumour genomic signature converts to treatment compatibility band [0.78, 0.90]. Trial eligibility band [0.74, 0.88] matches patient biology [0.76, 0.86] --- recruitment confirmed without building permanent genetic profiles.
Drug Safety & Medication Matching: New prescription generates combined risk band [0.82, 0.94] --- dangerous interaction detected before dispensing; HOP triggered. Paediatric dosage confirmed without retaining weight or organ function data.
Biological Age & Longevity: Telomere [0.58, 0.72], mitochondrial [0.62, 0.76], and inflammatory [0.55, 0.70] bands profile a 60-year-old functioning at 48. Interventions matched to actual biology --- insurer discrimination structurally impossible.
Drug Discovery & Global R&D: Disease subtype [0.64, 0.78] matches molecules across global libraries [0.66, 0.80]. Multi-site trial networks coordinate patient eligibility across 15 countries without sharing identities, site capacity, or sponsor strategies.
Band values are illustrative.
Human Sovereignty: Where Machines Must Stop
Life decisions, experimental consent, cultural preferences, psychiatric judgment --- mathematically non-normalizable --- are constitutionally routed to HOP: a verified clinician or ethics board, cryptographically confirmed before any authorisation. No commercial pressure, no algorithmic override, no automated bypass is architecturally possible. Intelligence scales in medicine. Authority over life does not.
About the Framework
The 0â1 Doctrine, developed by Vatsal Soin, holds 21 patent filings with grants including the United States,India and Japan, spanning apparel, footwear, AI governance, biometric systems, and quantum-resistant cryptography. The invention employs spectral graph theory, differential privacy, homomorphic encryption, category theory, topology-based optimization, and tensor network methods.
"Billions of biological lives. Not one alike. The mathematics to honour every single one --- privately, precisely, provably --- is now filed. Medicine will never average humanity again."
MEDICAL DISCLAIMER: This article is for informational purposes only based on patents filed. The 0â1 Doctrine is a coordination and authorisation framework --- not a diagnostic, treatment, or medical device. All clinical decisions must be made by qualified healthcare professionals.
Explore the LinkedIn profile for more details: https://www.linkedin.com/in/vatsalsoin/
