Building research systems people can actually use.
CAIRN Institute develops applied AI across accessibility, genomics, and marine communication, with an emphasis on public releases that are inspectable, technically serious, and useful to technical researchers.
We publish code, datasets, methods, release notes, and validation updates tied to real project surfaces rather than generic institutional messaging. The work is intentionally narrow, public-facing, and structured to be useful to technical researchers.
Research framed around useful public release surfaces.
CAIRN Institute focuses on applied artificial intelligence where the end product is not just a claim, but a system, release, or workflow others can interrogate and build on.
Accessibility and Assistive Intelligence
Applied systems for perception, navigation, communication, and independence for people with disabilities and vision impairment.
Genomics and Gene Regulation
AI-supported regulatory inference, evidence integration, and experiment-facing workflows for genomics research.
Marine Mammal Communication
Long-context audio modeling, dataset release work, and technical infrastructure for whale communication research.
Responsible Release Practices
Validation surfaces, provenance, and public documentation that make technical claims easier to assess.
Publish narrower, better.
We prefer tightly scoped releases with strong technical framing over broad claims without visible evidence.
Researchers, collaborators, and technically serious readers.
The site is meant to show work in a way that is readable to outsiders but still credible to specialists.
Current public project surfaces.
Each project has its own landing page, release history, and technical materials. The homepage stays high-level so project-specific releases, methods, and validation notes can live on the pages where they belong.
Navigation Aids for the Vision Impaired
Early-stage applied research on practical navigation support, perception, and human-centered interface design.
Project Darwin
AI-supported gene-regulation research built around public methods, validation, and release-facing genomics workflows.
Project DoLittle
Whale communication research spanning public datasets, long-context audio models, and technical release materials.