Research & Intellectual Property

Research built under claim discipline.

BivectorAI develops a protected mathematical–physical–computational research base and converts selected results into review-ready software, scientific dossiers, evidence packs, and long-horizon hardware IP.

BivectorAI phát triển một nền tảng nghiên cứu toán–lý–tính toán được bảo vệ, sau đó chuyển các kết quả phù hợp thành phần mềm, hồ sơ khoa học, gói bằng chứng và IP phần cứng có thể review.

Dam Van Vi, founder of BivectorAI, at his daytime factory workplace
Founder Record

By day, I work at a factory.
By night, I build BivectorAI.

BivectorAI did not begin in a funded laboratory or a modern startup office. Its founder, Dam Van Vi, has developed the research, software, technical records, and patent materials while continuing full-time factory work in Vietnam.

Nights and weekends are used for code, mathematical and physical research, evidence review, patent preparation, and written collaboration across time zones. Progress is usually incremental: one test, one module, one document, one corrected claim boundary at a time.

“I do not believe in overnight success. I believe in consistency — continuing to build when the outcome is still uncertain.”
BivectorAI không khởi đầu từ một phòng thí nghiệm có tài trợ. Nhà sáng lập Dam Van Vi vừa làm việc toàn thời gian tại nhà máy, vừa dùng buổi tối và cuối tuần để nghiên cứu, viết code, chuẩn bị hồ sơ IP và xây dựng bằng chứng kỹ thuật.
Research Architecture

A protected core.
Multiple research and product tracks.

The public layer describes the research scope, evidence outputs, and claim boundaries. It does not disclose private mathematical constructions, candidate-generation rules, internal algorithms, proprietary datasets, or unfiled IP.

Active Research

RBFVN Mathematical Foundations

Research into relational context, bivector structures, localization, obstruction, symmetry, trace, descent, comparison, and machine-checkable reasoning objects.

Nghiên cứu nền tảng toán học RBFVN và các cấu trúc quan hệ–bivector.
Boundary: public summaries do not constitute independent proof of broad mathematical conjectures.
Active Research

RIQG Mathematical Physics

Research into relational information geometry, spacetime and gauge structure, quantum-information behavior, causal geometry, and physically testable boundary conditions.

Nghiên cứu vật lý toán RIQG, hình học nhân quả và cấu trúc thông tin lượng tử.
Boundary: theoretical and computational work; no claim of experimental confirmation without independent physical measurement.
Documented Architecture

BivectorAI Intelligence Systems

Verifier-first AI architecture, geometric computation, topological memory, controlled self-improvement, local execution, evidence manifests, rollback, and governed application of proposed changes.

Kiến trúc AI verifier-first, bộ nhớ topo, thực thi có kiểm soát và hồ sơ audit.
Boundary: internal tests support declared software scopes only; they do not establish AGI, universal correctness, or production safety.
Pre-Experimental

BPUQ Quantum Hardware Direction

Long-horizon research into quantum physical carriers, native quantum states and observables, quantum-material cells, control/readout interfaces, and hardware expressions of the protected mathematical–physical framework.

Hướng BPUQ là phần cứng lượng tử thực, không phải chip CMOS/RTL đổi tên.
Boundary: no fabricated chip, selected substrate, measured qubit, quantum advantage, or production-hardware claim at this stage.
Computational Research

Biopharma, Biochemistry & Protein Systems

Dry-lab research into molecular identity, protein targets, structural contacts, docking evidence, allosteric propagation, biochemical networks, disease grouping, and CRO-facing scientific dossiers.

Nghiên cứu dry-lab về protein, tương tác cấu trúc, allostery, mạng sinh hóa và hồ sơ bàn giao cho chuyên gia/CRO.
Boundary: no wet-lab binding constant, therapeutic efficacy, toxicity, clinical outcome, or regulatory claim without external measurement.
Research-Grade

Human Brain, Neuroscience & NeuroAI

Computational investigation of human-brain protein and biochemical systems, brain-state modelling, sleep and electrophysiology evidence, neuroscience data structure, and medical-imaging research workflows.

Nghiên cứu tính toán về protein và hệ sinh hóa liên quan não người, trạng thái não, dữ liệu giấc ngủ, NeuroAI và ảnh y khoa.
Boundary: research and expert-review support only; not diagnosis, patient-care automation, medical-device validation, or human-subject experimental evidence.
Research-to-Product Portfolio

Broad technical scope.
Concrete output for each domain.

BivectorAI does not present every research branch as a finished product. Each branch has a specific customer pain, deliverable, and external-validation boundary.

AI / Software

Local AI Code Assurance

Diff review, protected-path policy, dependency evidence, local or air-gapped runner, and reviewer pack.

Materials

Advanced-Materials Candidate Records

Candidate grouping, property fields, provenance, claim boundary, and expert-review package before synthesis.

Biopharma

Protein & CRO Dry-Lab Dossiers

Molecular identity, target mapping, contact evidence, allostery records, and CRO handoff documentation.

Neuroscience

Brain Evidence & NeuroAI Packs

Brain-state, sleep, electrophysiology, imaging, protein-system, and reproducibility records for expert review.

Quantum / PQC

Quantum Evidence & Migration Packs

QASM/QEC evidence, failure fixtures, architecture records, and PQC migration planning.

Facilities / HPC

Beamtime & Facility Readiness

Readiness reports, event provenance, energy evidence, milestone records, and review-ready packs.

Physical Systems

Robotics, Radar & Sensor Review

Sensor topology, action-boundary reports, rollback records, and human-approval packets.

Critical Infrastructure

Sovereign & Defensive Assurance

Air-gapped evidence, chain of custody, maintenance ledger, protected deployment, and customer-key records.

Energy / Datacenter

Infrastructure Evidence

Energy, thermal, operational, provenance, and decision-support records for technical review.

Hardware / IP

BPUQ & Specialized Compute

Quantum-material, control/readout, architecture, co-development, and licensing pathways after validation.

Governance

Regulated Evidence Systems

Audit manifests, approval tokens, provenance, reproducibility, claim gates, and review-ready records.

Research Record

Public Record & IP Boundary

ORCID and Zenodo research records, selected public-safe results, documented IP status, and separation of confidential trade-secret material. No journal acceptance or peer-review status is implied unless documented for a specific work.

Biomedical & Neuroscience Detail

What the dry-lab layer is intended to produce.

Protein Target Dossier

Protein identity, structure source, target rationale, disease context, sequence/structure provenance, and unresolved questions.

Structural Interaction Record

Docking or contact evidence, interaction residues, structural assumptions, negative controls, confidence limits, and reproducibility metadata.

Allosteric & Biochemical Network Record

Candidate signal paths, network relationships, perturbation evidence, obstruction/failure records, and expert-review questions.

Human-Brain Research Pack

Brain-related protein systems, biochemical pathways, sleep/electrophysiology or imaging inputs, cohort/data provenance, model outputs, and explicit non-diagnostic boundaries.

Internal Evidence Snapshot

Founder-side records.
Not independent certification.

The following figures are internal build and audit records used for diligence and pilot scoping. They do not replace wet-lab testing, clinical review, external security certification, patent legal opinion, or customer production approval.

55 parts55 completed technical disclosure parts and 7,450 internally drafted protection elements. Parts 1–30 were submitted in connection with USPTO Provisional Application No. 64/129,790. Submission confirmation has been received for Part 1; Parts 2–30 await confirmation. Parts 31–55 remain confidential and unsubmitted. No granted or examined patent claims are asserted.
7,450internally drafted protection elements across the 55 completed technical disclosure parts. Filing coverage and legal status must be verified part by part.
200+RBFVN mathematics papers addressing 6 Clay Millennium Prize Problems — Hodge, BSD, Riemann, Yang–Mills, Navier–Stokes, P vs NP. Preprints — Clay adjudication governed separately.
87+publicly accessible RIQG physics preprints and research records on Zenodo covering quantum gravity, Standard Model geometry, holographic entropy, and the Vi law cosmological constant. These records are not presented as journal-accepted or peer-reviewed publications unless a specific work is documented separately.
64application domains internally mapped in the cross-domain platform, spanning scales from atomic-scale defects to planetary Earth-system research. Domain mapping does not imply equal maturity, validation, regulatory status, or filing coverage.
100+internally recorded platform modules across twelve domain clusters. Implementation status, test coverage, audit depth, and customer readiness vary by module and must be verified from the applicable evidence package.
120+Rust crates and internal platform components recorded in the audited repository track
1,000+material candidates screened across quantum materials, semiconductors, and superconductors in the internal dry-lab pipeline. Compute and infrastructure requirements depend on the declared workflow and must be verified per run.
96 / 96quantum defect candidates converged through the internal geometric screening pipeline — top candidate score 97.59 / 100
253preregistered drug-candidate packages with molecular identity controls, ADMET proxy, novelty boundary, and CRO-ready dossier — prepared for expert review and experimental handoff
325CRO-style scientific evidence packages in the internal drug-discovery research track
49protein targets covered in the biopharma dry-lab evidence layer across 7 therapeutic areas: oncology, cardiovascular, infectious disease, inflammation, metabolic, neurological, cardiac
43 / 43held-out native reasoning-cycle cases closed in the recorded internal evaluation suite
232tests passing across 8 physical simulation modules — CFD, plasma, structural fatigue, seismic. SHA-256 certificate per run. No HPC required.
227tests passing across 8 financial and economic risk modules — Basel III LCR gate, supply chain SPOF detection, NERC grid gate, CHIPS Act / EU CRMA regulatory flags
195tests passing across 7 Earth-system hazard modules — AMOC bifurcation, Arctic albedo, Amazon-permafrost cascade, seismic precursor detection
Research target≥10⁶ assessments per second is an internal BPUQ architecture target, not a measured hardware result. No fabricated BPUQ device, selected production substrate, or measured throughput is claimed.
IP Structure

Protect the core.
Publish the evidence boundary.

Public Layer

Research domains, customer problems, measurable outputs, non-confidential architecture, selected records, internal evidence counts, and independent-validation roadmap.

Protected Layer

Core mathematical constructions, internal algorithms, candidate-generation rules, proprietary datasets, unpublished implementations, BPUQ internals, and unfiled claim material.

Commercial Layer

Paid technical packs, scoped pilots, customer-controlled local deployment, domain licensing, co-development, and later-stage IP licensing after diligence and validation.

Research Record

Traceable public record.
Explicit legal boundary.

// Founder and research record

founder: Dam Van Vi
country: Vietnam
orcid: 0009-0006-6039-0989
research_programs: RIQG, RBFVN, BivectorAI
public_record: ORCID + Zenodo

patent_status: Parts 1–30 submitted in connection with U.S. provisional application; Part 1 confirmed; Parts 2–30 awaiting confirmation; Parts 31–55 unsubmitted
granted_patent_claim: no
independent_scientific_validation: domain-dependent / pending

// Evidence first. Claim second.

Public research records establish authorship and a reviewable timeline. They do not by themselves establish patent validity, scientific correctness, experimental confirmation, clinical performance, or commercial readiness.

Claim Discipline

Three labels.
No ambiguity.

INTERNAL CHECKS RECORDED

Declared internal tests, hashes, fixtures, or audit records exist within a stated technical scope.

Có kiểm tra nội bộ, hash, fixture hoặc hồ sơ audit trong phạm vi đã ghi rõ.
RESEARCH-ONLY

The result is research-stage. It is not a production, clinical, hardware, therapeutic, or universal scientific claim.

Kết quả ở giai đoạn nghiên cứu; chưa phải tuyên bố production, lâm sàng, phần cứng hay điều trị.
INDEPENDENT VALIDATION REQUIRED

External laboratory, clinical, hardware, security, legal, or customer validation is required before stronger claims are made.

Cần đánh giá độc lập phù hợp trước khi đưa ra tuyên bố mạnh hơn.
Research, IP & Investment

Request a non-confidential IP brief, scientific evidence pack, or scoped collaboration discussion.