About

Independent. Rigorous. Open.

YARA Research is an independent AI research and engineering initiative, established in India in November 2026 with a global research outlook. We advance the science and engineering of intelligent systems through independent research, rigorous experimentation and open collaboration.

Mission

Advance the science and engineering of intelligent systems through independent research, rigorous experimentation, open collaboration and reproducible innovation.

What YARA Research is

Identity Independent AI Research Lab
Operating model Founder-led, distributed and collaborative
Origin India
Research reach Global
Established November 2026
Research output Papers, reports, prototypes, benchmarks
Commercial orientation Research-first, not initially commercial
Legal status Unincorporated research initiative

Founding Principles

01
Research over hype No claims without evidence. We publish what we find, including negative results.
02
Independence Research direction is not dictated by commercial interests or employer relationships.
03
Reproducibility Experiments should be independently verifiable wherever possible.
04
Transparency We publish limitations and negative findings, not only successes.
05
Openness We prefer open publications, source code and datasets where legally possible.
06
Scientific integrity We distinguish hypotheses, experimental observations and established findings.
07
Responsible AI We consider security, safety, privacy and societal implications in our research.
08
Global collaboration Contributions are welcome irrespective of geography or institutional affiliation.

Important Distinctions

YARA Research

The research organisation. Conducts independent AI research, publishes findings, releases open-source implementations and builds the research community.

YARA

An independent agentic harness and emerging coding agent. A technology initiative separate from the research organisation.

YARA Local AI Studio

An independent local model runner and inference environment. May benefit from YARA Research findings but is not the research organisation.

These are distinct initiatives. YARA Research is the intellectual foundation. Products may implement research findings, but the research organisation does not exist to market the products.

Founding Charter The constitutional document establishing YARA Research's purpose, mission and operating principles → Governance Research governance structure, roles, review processes and policies → People & Community Founder-led structure, leadership integrity and global contribution tracks →