Skip to main content

Join Vox and double your impact

Your support goes further this holiday season. When you buy an annual membership or give a one-time contribution, we’ll give a membership to someone who can’t afford access. It’s a simple way for you to support Vox’s journalism and share it with someone who needs it

We rely on readers like you to fund our journalism. Will you support our work and become a Vox Member today?

Join now

Janemodelxx

Section C — Design and critique (40 marks) 10. (15 marks) Architect a modular janemodelxx system for a mid-sized product team (10–20 engineers) that must support rapid iteration, A/B testing, and feature toggles. Provide a block-diagram description, list key services/components, and explain data flows for training, serving, and experiments. 11. (10 marks) Critique the following simplified janemodelxx design: "single large model trained end-to-end on all features with weekly full retraining." Identify at least five weaknesses and propose concrete improvements for each. 12. (15 marks) Ethics and safety: enumerate potential ethical risks specific to janemodelxx deployments (at least five). For each risk, propose a mitigation (technical, process, or policy) and briefly explain how you'd validate that mitigation is effective.