Reshaping research practices for the age of AIAuthentic Research Partners · Princeton, NJ

Software, programs, and methodology. Built for industrial R&D and researchers of any age outside academia.

Tools & Research Initiatives

Curie

Operating system for AI-era industrial R&D. The layer interconnecting the innovation pipeline, team intelligence, institutional knowledge, IP provenance, and audit-ready evidence.

Stay tuned

SciRecord

Timestamped, immutable record of the scientific process. Weekly waypoints capture progress, pivots, and dead ends alongside results. Verified researcher identity. Publishable small studies with DOI citations and review reports.

scirecord.org Opening the Process of Science

AI Research Mentor

Adaptive guidance system for research methodology. Question formulation, experimental design, literature review, data analysis, writing, and communication. Names the standards for software designed to guide research. Source-available, free for individual use.

Published Paper researchmentor.ai GitHub PyPI

scicode-lint

Methodology checks for scientific Python code. Catches data leakage, improper cross-validation, mishandled class imbalance, mismatched loss functions. Runs locally on your hardware, on a small open model. Nothing leaves the host.

Published Paper PyPI GitHub

sciwrite-lint

Verification for scientific manuscripts. Checks that references exist, metadata is accurate, and citations support the claims being made. Produces a SciLint Score for integrity and contribution quality.

Published Paper PyPI GitHub

Society of Teen Scientists

Research education for talented young scientists. Research labs, deep physics and math training. Princeton and online.

teenscientists.org

AI Meets Science Conference

The first AI+science conference in the NYC metro area. Presenters from NASA, NIST, Cornell, Columbia, Princeton, Simons Foundation, SandboxAQ.

Healthcare and medicineSpace operationsNeuroscience and psychiatryDrug discoveryBiomedical imagingFusion energyCosmologyMaterials scienceAtmospheric chemistrySocial sciencesLiterary studies and humanitiesArchaeological analysis

AImS Program AImS Posters

AI for Scientific Research

Founded and led by Sergey Samsonau at NYU Tandon, 2021 to 2024. 20+ AI-powered solutions for research labs. 100+ contributors. Published framework.

Vaccination response predictionCell morphology from microscopyEEG signal classificationAI-enabled clinical softwareLegacy code modernizationand more

Published Paper aifsr.com

Other publications

The case for research guidance as a profession, plus earlier work in experimental materials science and physics education.

Research Guide Profession Combining Simulations with Physics Experiments Carbon Nanofilms on Quartz Graphene-Like Films for NO₂ Detection

Managing Team

Practitioners and leaders in R&D, education, enterprise and research software engineering.

Co-Founder & CEO

Dr. Sergey Samsonau

20+ years across R&D, teaching, and industry. Founded and led NYU's AI for Scientific Research (AIfSR) program, built NYU's GenAI and JupyterHub platforms (university-wide, multi-year production), shipped AI in regulated industry (radiology imaging, Credit Suisse innovation award), published research tools and methodologies, and taught across all career stages, from teens to professional researchers. Physics PhD.

Co-Founder & CTO

Olga Vine

20+ years across product management, engineering, and technical leadership. Enterprise systems delivering multi-million-dollar projects in regulated industries (healthcare, banking, government). Hyperscience, CIVIE, Vroom (scaled engineering through IPO).

Strategic Advisor

Dr. Luke Perkins

30 years in R&D program management and technology commercialization. Schlumberger and Princeton Plasma Physics Laboratory. 21 patents, 100+ invention disclosures. Led PPPL's $27M FLARE fusion facility. Now advises on R&D strategy, technology commercialization, and research program design.

Strategic Advisor

Matthew Pearce

30+ years designing and leading research-based education programs at rigorous institutions. Focused on how research practice is structured and sustained: the methodology of training people to do real work on open questions. Pioneer of bringing authentic research into structured educational settings. Advises ARP on program design, training curricula, and the operating model behind the Authentic Research framework.

Open a Dialogue: hello@arpconnect.com