Skip to content
Sprint projectMar 10, 2025

Hikayat - Interactive Stories to Learn AI Safety

Chaitanya Mittal, Masah Arar, Nermeen Rizwan, Saima Tariq Khan · Team Dune Tech

Submitted to Women in AI Safety Hackathon. Sprint projects are early-stage work by participants, not Apart Research publications.

This paper presents an interactive, scenario-based learning approach to raise public awareness of AI risks and promote responsible AI development. By leveraging Hikayat, traditional Arab storytelling, the project engages non-technical audiences, emphasizing the ethical and societal implications of AI, such as privacy, fraud, deepfakes, and existential threats. The platform, built with React and a flexible Markdown content system, features multi-path narratives, decision tracking, and resource libraries to foster critical thinking and ethical decision-making. User feedback indicates positive engagement, with improved AI literacy and ethical awareness. Future work aims to expand scenarios, enhance accessibility, and integrate real-world tools, further supporting AI governance and responsible development.

Reviews

Judging this Sprint?

Review this project

Your public critique appears on this page without your name. Your private critique is not published; only the Apart team reads it. If you agree below, we share your review with grantmaking.ai (opens in new tab) and the Transformative AI Fund so strong projects can be funded.

Not shown on this page.

Shown on this page, without your name.

Only the Apart team reads this, and funders if you agree below.

Share my name publicly on grantmaking.ai *
Share my private critique with funders *

  1. I love that you've taken inspiration from your culture towards AI safety education!

    Here are some things I particularly enjoyed:

    - I liked your approach of picking out particular themes in AI safety you wanted to convey and building a story around it.

    Here are something I thought could have been improved:

    - I would have loved for the story to be more fleshed out, but I understand the lack of time! In the future, I think it would be better to invest time into the actual story which is your unique proposition and do a simple technical mockup, perhaps even just using Google Slides, so that you could invest more time in building out these impactful stories.

    - I appreciated that you got feedback directly from users! Given the few respondents you had, it might have been best to conduct user interviews with them instead of run a quantitative survey. I would recommend using the Mom Test to guide that.

    I'd love to see these stories more fleshed out to help broader audiences understand the impact of AI!a

    Read full reviewShow less
  2. What a cool project! The problem statement was well developed and the potential of Hikayat to solve a need relating to public education was clearly articulated. Some references felt imprecise (e.g. it's unclear from the aisafety.info link provided where the selected themes were drawn from). In some parts of the paper, it was hard to understanding what was drawn from a reference and whether further content was available in the appendices (e.g. elaborating on the findings from the review of existing AI safety curricula in an appendix may be appropriate, to understand your process and which themes you drew from the analysis). The scenarios themselves are compelling, and with further user-testing and additional samples, I can imagine engaged storytelling and discussion across a variety of formats. Consider adding research papers to the further reading section, outlining the research on current capabilities and limitations, or theoretical arguments relating the events in the stories. I'm excited to see where this goes.

    Read full reviewShow less

Cite this project

@misc{mittal2025hikayat,
  title = {{Hikayat - Interactive Stories to Learn AI Safety}},
  author = {Chaitanya Mittal and Masah Arar and Nermeen Rizwan and Saima Tariq Khan},
  year = {2025},
  month = mar,
  note = {Submitted to Women in AI Safety Hackathon, an Apart Research Sprint},
  howpublished = {\url{https://apartresearch.com/sprints/projects/hikayat-interactive-stories-to-learn-ai-safety}},
  url = {https://apartresearch.com/sprints/projects/hikayat-interactive-stories-to-learn-ai-safety}
}

Build something like this at the next Sprint

AI Collusion Research Sprint · Oct 23 - 25, 2026