Making AI Decisions Understandable and Clear

Australia is experiencing rapid growth in AI adoption across both government and business sectors. From streamlining government services to improving business operations, AI is delivering transformative changes.
Government agencies and businesses often want to be transparent about their AI use, but they often struggle with:
- How to explain AI decisions in ways that citizens and customers can understand
- What information to record about AI usage for accountability and improvement
- How to demonstrate that AI systems are working fairly and effectively
- How to build trust with stakeholders who may be unfamiliar with AI technology
- How to comply with emerging AI governance frameworks and regulations

This creates an opportunity to develop practical tools that help organisations communicate their AI use effectively while building public trust and ensuring responsible implementation.

High-Level Questions:
- AI Communication: Can we develop tools that help government agencies and businesses explain their AI systems to stakeholders?
- AI Impact: Can we create systems that help organisations demonstrate the positive impacts of their AI implementations?
- AI Governance: How can we build tools that help organisations implement responsible AI practices using existing government frameworks?
- AI Engagement: Can we design solutions that facilitate meaningful dialogue and/or feedback about AI between organisations and their stakeholders?

You are expected to deliver a novel insight, use case or tool supported by at least one government dataset.