Auslan Accessibility Initiative

The communication-access challenge

Every day, Deaf and hard-of-hearing people navigate services, workplaces and education that are built around spoken and written English. Qualified Auslan interpreters are essential and often in short supply. We are asking a narrow, careful question: where might AI responsibly support communication access, without displacing the interpreters, community expertise and human relationships that access depends on?

Why Auslan matters

Auslan is a full, natural language with its own grammar, spatial structure and culture. It is not English on the hands, and it is not a set of isolated gestures. Sign languages carry meaning through handshape, movement, facial expression, body position and context. Any technology in this space must respect that richness — and the community that sustains it.

Current research direction

Our exploration is early and deliberately modest. We are looking at:

• Camera-based recognition of a limited, well-defined vocabulary as a research problem — not real-time interpreting.
• On-device and privacy-aware approaches so that video need not leave a person's device.
• Signing-avatar and training exploration to study how signs can be represented and taught.
• Dataset, licensing and evaluation work grounded in consent and community ownership.
• Honest evaluation methods that measure real usefulness, not just benchmark scores.

Community participation is essential

This work cannot and should not happen without Deaf leadership. Auslan users, community organisations, interpreters and educators shape the questions we ask, review our methods, and hold the right to say no. Data contributed by community members is governed with consent and respect for ownership.

How the ecosystem collaborates

This initiative is Foundation-led. Where the wider Octopus ecosystem contributes, the roles stay distinct and transparent:

• Octopus Foundation leads community engagement, participation pathways, education, safeguarding and consent — the public-benefit mission itself.
• Octopus Research Institute may conduct the related formal research: models, dataset evaluation, benchmarks and honest reporting of accuracy and limitations.
• Octopus Core may contribute infrastructure: compute, on-device inference, privacy controls and engineering.

This initiative is not a commercial product of Octopus Core, and community participation never automatically grants commercial rights over data, knowledge, identity or cultural material.