Hipster Outfit
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Blue Sky Innovation
Propose bold, forward-thinking ideas that rethink how AI can be applied in assessing modern slavery statements and beyond. This open track encourages visionary concepts and experimental approaches that go beyond current project boundaries.
Application & Visualisation for Stakeholder Use
Design impactful applications, tools, or visualisations that extend and optimise the resources developed through Project AIMS. The aim is to create user-centred solutions that effectively address the needs of key stakeholders, such as policymakers, NGOs, and researchers, by making Project AIMS artefacts more accessible, actionable, and meaningful.
AI Model Optimization & Explainability
Enhance the performance, contextual understanding, and transparency of AI models used in the AIMS Project, or new models introduced by participants. This challenge may include refining model architectures, improving training datasets, and developing approaches that go beyond basic compliance with modern slavery reporting requirements to capture deeper insights. A key emphasis is on explainability, ensuring AI outputs are transparent, interpretable, and meaningful to end users.
Data Mining, Processing & Enrichment
Help improve the quality, structure, and usability of datasets used in the Project AIMS. This challenge invites participants to tackle key data-related issues, such as enhancing OCR accuracy for scanned PDFs, enabling the extraction of meaningful content from figures and tables, and developing smarter methods for document understanding, data cleaning, and enrichment. Your solutions can help unlock the full potential of complex, unstructured data for social impact.