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About

Built to make research more inspectable.

Cumulant is a developing, independent research initiative founded by Aryan Patel.

It studies finance, allocation, and research reliability while keeping verification, judgment, and responsibility visible.

The research system preserves evidence, challenges findings, documents failures, tests sensitivity, verifies citations, and keeps a path back to the record.

AI assistance increases investigative reach. Human review retains responsibility for what becomes public.

Evidence fieldMultiple analytical paths remain connected to the question that produced them.

Founder

Aryan Patel

Founder and Research Director

Aryan Patel founded Cumulant Research to investigate finance, risk, humanitarian allocation, and AI-assisted research systems.

He develops the organization's research infrastructure, coordinates its projects, and remains responsible for its public research direction.

Technical infrastructure.

The research system is built from a set of software components and deterministic infrastructure. Exact repository counts are not published here; where figures are uncertain, broad language is used.

Specific counts of modules, tests, and directories require verification from the research codebase and are not stated here.

Data and literature sources.

The system has used or supported public retrieval from these sources. They are public sources and integrations, not partners.