How I rank seven AI readings of one social situation with a judge

I built this. Disclosure: I'm the solo builder of Soulor (https://soulor.app). Free to start. I built Soulor (http://soulor.app) independently as a 16yo student. It helps reading social situations with multiple perspectives, and helps users rehearse hard conversations by simulating others with analyses and suggestions, there are also companions that knows the full context if users choose to share that can chat with them naturally. It can be both serious and entertaining, by switching different world views, and it fully respects users' privacy by keeping all texts encrypted. In order to achieve modest performance, I built multi-regional gateway and a fine-tuned model integrating both quality and responding speed. It already has several users and I'm building it up quickly. This post is about one part: how one situation gets read through more than one point of view. The problem with one answer Ask a single AI "what did they mean by that message?" and you get one confident story. Social situations are rarely like that. The same message can be read several ways, and a single reading hides the others. Seven perspectives, then a judge In Simulation, Soulor reads one situation through seven AI perspectives. A judge then ranks them: 1 = best fit 2 = alternatives 4 = speculative So the user doesn't just get one answer. They see the most likely reading first, the plausible alternatives next, and the long shots labelled as speculative. Rehearsal For hard conversations, Rehearsal pairs a simulation of the other person with a coach, so you can practise what you want to say and get analyses and suggestions. Where it differs from a chat window Companions have memory and can know the full context if the user chooses to share it. There is also a Work mode with workplace people and scenarios, and the tone can be serious or entertaining by switching world views. All texts are kept encrypted. What I'd like feedback on I publish a benchmark page: https://soulor.app/benchmarked Does ranking several readings with a judge seem more useful to you than one answer? What would you want the judge to be accountable for? What breaks when the situation text is very short? Pricing, for transparency: free to start, Pro is $7.99/month or $59.99/year, and the first 100 accounts get 30 days of Pro. Me: https://dh8116.github.io | X @RicaV42