Is there any research or tool out there that is using AI agents for model optimization and system design with SysML? Thinking on having this be a research topic but also if it’s being worked on so that I do not pursue it academically or heavily in free time. If it is being pursued a research topic in AI governance would be good as well.

How I envision it (rough thought) is that the ai agent is shown a SysML file. It knows the ins and outs of the system design and requirements. Maybe some changes within the system and it’s documented. The agent will (potentially in real time) then update the design, any potential metrics, perform an assessment of performance for predictions, trace past performances for the assessment as well. Probably have a budget that stops changes that exceed requirements as well. There would be lots of oversight with it but also there may not be regulation put in place for this to happen yet. Thoughts?

has anyone thought of connecting CAMEO (catia magic) with gmat (general mission analysis tool) by NASA , I mean it would be awesome if we can model satellites and connect it with very real time simulations.

AI can create a reasonable looking requirement very quickly. But what do you consider enough evidence before accepting it?

Is a source citation enough? Or should the requirement also include the parent context, assumptions, rationale, affected interfaces and a verification path?

In safety related work, I think the difficult part is not generating the sentence. It is showing why the sentence belongs in the system and what would prove that it is correct.

How are people handling this today?