From scientific discovery to scientific legacy.
What happens when an entire scientific career becomes part of the Verified Truth Ecosystem? How can a lifetime of research remain alive, connected, verifiable, and useful for future generations?
Professor Mikhail Goman serves as the first pilot. The page that follows shows the model. But the model applies to every researcher who has devoted a lifetime to advancing human knowledge.
This is not a biography.
It is a proposal for how science remembers itself.
Scientific discoveries rarely happen in a single moment. They emerge through years — often decades — of ideas, failed experiments, simulations, publications, collaboration, teaching, and continuous refinement.
Today's universities preserve fragments of that journey. Papers are stored in repositories. Books live in libraries. Laboratory notes remain in drawers. Simulation models stay on personal computers. Students graduate and leave. Industrial collaborations become separate archives.
The story does not.
Verified Truth proposes a different future — one where the journey of scientific work is preserved continuously, not reconstructed retrospectively. Professor Goman's case illustrates what this looks like in practice.
Professor Mikhail G. Goman
Mikhail G. Goman, PhD
Aerospace scientist. Research career began in 1972 at the Central Aerohydrodynamic Institute (TsAGI), named after Prof. N.E. Zhukovsky, in Russia. Co-Director of the Centre for Engineering Science and Advanced Systems (CESAS) at De Montfort University. Head of the Nonlinear Flight Dynamics Research Group.
Awarded the Zhukovsky Gold Medal in 1992 — the highest aeronautical accolade in Russia, for the best work in the Theory of Aviation.
Led the development of the aerodynamic model of a generic airliner in extended flight envelope as part of the EU FP7 SUPRA project (Simulation of UPset Recovery in Aviation, 2009–2012), ranked highly by experts from NASA Langley Research Centre and the Boeing Company.
The scale of one career (public bibliometric record)
These numbers represent only what is publicly counted. Behind them sit thousands of hours of unpublished work — failed experiments, abandoned models, classroom lectures, supervisor meetings, industrial collaborations, late-night derivations. None of that has a record. All of it was knowledge.
Before EquiWork vs After EquiWork.
Today, even a distinguished career exists as isolated islands of evidence. The Verified Truth model proposes those islands become one continuous knowledge graph.
Before — what we have today
- Publications in scattered repositories
- Books in libraries
- Conference talks in PDFs and slides
- Research grants in funder databases
- Laboratory notebooks in drawers
- Engineering models on personal computers
- Simulation software with no maintainer
- Emails in private inboxes
- Photographs and videos uncatalogued
- Patents in patent offices
- Industrial reports in client archives
- Student theses in university stacks
- University records in administrative systems
After — what becomes possible
- Every artifact linked to its origin event
- Every experiment traced to its hypothesis
- Every publication connected to its reviewers
- Every model preserved with its validation data
- Every student lineage visible as a research tree
- Every grant traced to its outcomes
- Every collaboration recorded with verified events
- Every failed path preserved as learning
- Every lecture connected to its underlying research
- Every patent linked to its supporting evidence
- Every industrial application traced to validation
- Every retirement opens a living legacy, not an archive
The first column describes the world we have. The second describes the world the Verified Truth Ecosystem makes possible — applied to a single scientific career.
From idea to legacy — every stage preserved.
Just as EquiWork records the seven-state lifecycle of an agreement, the Scientific Knowledge Passport records the continuous lifecycle of research. Each stage produces Verified Events that connect backward to origin and forward to consequence.
Scientific Knowledge Passport.
Professor Goman receives a Scientific Knowledge Passport. Not a résumé. Not a publication list. A living scientific identity.
Like a CAP passport for a bottle of wine — but applied to the work of a human mind across half a century. Each section is a chain of Verified Events.
Each entry is not a static field. It is a window into a chain of Verified Events. Click a publication, and you see its experimental data, its peer reviewers, its citations, its lineage to prior work, and its impact on subsequent research. Click a student, and you see what they inherited and what they built next.
The research graph.
A single career, visualized not as a list but as an interconnected graph. Every node is a Verified Event. Every edge is a verified relationship.
Verified milestones from a real career.
Every entry below is publicly verifiable. In the proposed system, each would become a Verified Event with full evidence chain attached.
The laboratory digital twin.
Beyond the personal passport, every laboratory receives its own digital twin — not a static description, but a continuous record of how the laboratory evolves.
For Professor Goman's Nonlinear Flight Dynamics Research Group, the digital twin would preserve:
Instead of describing the laboratory in a static document, the digital twin preserves how the laboratory evolves — every modification, every campaign, every researcher who passed through.
Scientific AI agent.
Every laboratory receives a dedicated AI Research Agent. Within the same non-negotiable rule that governs the rest of the Verified Truth Ecosystem: AI suggests. Human approves.
What the agent does
- — Locates publications relevant to a current question
- — Explains previous experiments to new researchers joining the group
- — Prepares draft lecture materials from underlying research
- — Answers technical questions citing verified sources
- — Searches laboratory history across decades of recorded events
- — Generates timelines and research lineage maps
- — Assists with grant applications by drafting evidence sections
- — Identifies missing documentation in the research record
- — Connects related discoveries across decades or across labs
- — Prepares accreditation and audit materials
It organizes and explains verified scientific knowledge.
Within the Verified Truth Ecosystem, every AI-generated artifact carries the ANALYZED predicate with canonical = false. A scientific claim only becomes part of the record when a human researcher approves it. The agent accelerates work; it does not replace judgment.
What changes for each audience.
The Scientific Knowledge Passport is not a tool for one person. It serves a layered set of audiences — each of whom gains something specific.
The PhD student joining the lab
- Sees why a hypothesis was originally proposed
- Sees which experiments failed and why
- Sees how the model changed over time
- Sees which simulations confirmed which results
- Sees which publications documented which discoveries
- Sees which former students contributed what
- Inherits a living research environment, not a folder of PDFs
The university
- Research evolution visible at the institutional level
- Scientific collaborations recorded and verifiable
- Grant outcomes traced through their downstream impact
- Technology transfer events documented end-to-end
- Teaching impact connected to underlying research
- Research genealogy across multiple generations
- Equipment lifecycle and laboratory utilization recorded
- Accreditation evidence already structured
The industrial partner
- Sees which research validated which technology
- Sees who contributed and at what authority level
- Sees which experiments support which conclusions
- Sees how the technology evolved through revisions
- Sees which publications document each stage
- Confidence increases; technology transfer becomes easier
- Audit-ready records for safety-critical applications
The funding agency
- Every grant followable from proposal to long-term impact
- Research outputs anchored to their funded inputs
- Publications, technology, education, societal benefit traced
- Public investment becomes legible to public audiences
- Cross-grant patterns visible at the agency level
- Future funding decisions informed by verified track records
Fifty years from now.
Fifty years have passed.
The professor is no longer here.
But a new researcher — a young scientist working on a problem in nonlinear flight dynamics, perhaps for a vehicle that does not yet exist — opens his Scientific Knowledge Passport.
She sees not only the published papers. She sees the entire path: the ideas, the experiments, the wrong turns, the students, the industrial applications, the evolution of his models, the influence on subsequent generations.
She does not study an archive.
She continues a living scientific school.
This is what the Verified Truth Ecosystem makes possible — not for one person, but for every researcher whose work deserves to be preserved as more than a stack of publications. The goal is not simply to remember Professor Goman. The goal is to preserve the evolution of scientific thinking itself.
Publications remain.
But much of the living knowledge disappears.
Verified Truth preserves the journey, not only the destination.
One architecture. Many domains. One principle.
The Scientific Knowledge Passport is not a separate product. It is the application of the same underlying ecosystem — predicates, evidence, authority, audit trail — to the domain of human knowledge.
This page leaves one conclusion.
EquiWork is not only a platform for agreements.
CAP is not only a passport for products.
The Verified Truth Ecosystem is an infrastructure for preserving how human value is created.
In commerce, that value is captured agreements and verified work. In objects, that value is preserved provenance. In experience, that value is authentic consumer trust.
In science, that value is knowledge.
And preserving the evolution of knowledge — not just its published outputs, but its full journey — may become one of the most important applications of the entire ecosystem.
The case study presented here describes a proposed pilot. The Scientific Knowledge Passport is currently in CONCEPT state. Discussions are underway with Professor Goman and his institutional colleagues. Building it requires partnership with the University, the laboratory, and the research community. This page is the invitation.