Expectation frameworks
Ways to state permitted, disclosure-required, restricted, and prohibited uses before work begins.
Resources
Clearer practice. Greater academic capacity.
HIADO organizes its public work around usable expectations, responsible tool use, fair decisions, and practical support for education and research.
Responsible-use guidance
Practical questions for evaluating whether a tool supports learning, authorship, and truthful representation.
Human-review principles
A foundation for decisions that consider evidence, context, institutional rules, and individual circumstances.
Capacity partnerships
A concept for matching available business computing resources with legitimate, supervised academic needs.
Shared computing capacity
A bridge between available infrastructure and academic need.
Organizations may have computing capacity that is not fully used while schools, colleges, researchers, and academic programs remain constrained. HIADO is exploring responsible connections between them.
Any such relationship should define legitimate use, access boundaries, oversight, and accountability from the start.
Discuss a capacity partnership