Frameworks & Guidelines
beneath and beyond, now and next. This is our research hub, where we publish our own frameworks, guidelines and findings, alongside submissions from contributors across the region.
We keep this open to all researchers. You do not need a university affiliation or a technical background to take part. If you are asking careful questions about AI and how it affects people, you belong here.
What we cover
Responsible adoption
Frameworks that guide how organisations should adopt AI, covering governance, accountability and risk ownership.
Assurance and evaluation
Guidelines for testing and assuring AI systems, so that claims about safety and capability can be checked.
Sector guidance
Tailored guidance for sectors that matter to ASEAN, written with the realities of the region in mind.
Community guidelines
Standards for how our community contributes, reviews and publishes, keeping research open and trustworthy.
Read our research
Browse published findings, papers and intelligence from the lab and our community.
Open the research feedSubmit your work
Share a draft, paper, idea or opinion. Submissions are reviewed and published here.
Contribute your researchbeneath and beyond, now and next.
Research · Engineering · Assurance · Deployment, in service of community · advocacy · reassurance · engagement.
Submit a paper or draft