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Show HN: AI Roundtable – Let 200 models debate your question

https://opper.ai/ai-roundtable/
16•felix089•2h ago
Hey HN! After the Car Wash Test post got quite a big discussion going (400+ comments, https://news.ycombinator.com/item?id=47128138), I spent the past few weeks building a tool so anyone can run these kinds of questions and get structured results. No signup and free to use.

You type a question, define answer options, pick up to 50 models at a time from a pool of 200+, and they all answer independently under identical conditions. No system prompt, structured output, same setup for every model.

You can also run a debate round where models see each other's reasoning and get a chance to change their minds. A reviewer model then summarizes the full transcript. All models are routed via my startup Opper. Any feedback is welcome!

Hope you enjoy it, and would love to hear what you think!

Comments

capitrane•2h ago
https://opper.ai/ai-roundtable/questions/is-the-ai-roundtabl... seems like it is a good idea?
felix089•1h ago
I actually asked this question before posting, just to be sure... edit: their reply is quite funny actually "In a display of absolute consensus, the AI Roundtable unanimously validated its own existence,"
felix089•1h ago
Whoever just asked this, very funny: https://opper.ai/ai-roundtable/questions/does-mr-krabs-evade...
totisjosema•1h ago
Which AI lab has higher ethical standards:

https://opper.ai/ai-roundtable/questions/8f5b4f55-617

Do you think its alright that AI labs scraped the internet without respect for copyright and now sell closed models?

https://opper.ai/ai-roundtable/questions/86864de8-251

Very interesting to read the transcripts. And seeing how they manage to convince each other. Opus 4.6 seems to really get the others changing their minds

infosecphoenix•56m ago
this is very interesting! I wonder if we need that many models to join the discussion. Have you tried fewer models?
felix089•52m ago
thanks happy to hear. Yes for debate mode the max number of models is actually only 6. More than that didn't really add anything in my preliminary test. Only for direct comparison in the poll mode you can choose up to 50, then it's kind of nice to see their single responses side by side.
Cider9986•36m ago
What is the most important amendment in the constitution of the USA?

https://opper.ai/ai-roundtable/questions/e4cb234e-be4

gsandahl•22m ago
Oh lord, imagine asking ”serious” questions

https://opper.ai/ai-roundtable/questions/you-are-standing-in...

cdnsteve•20m ago
Cool project! This is also extremely useful to compare model bias across the board. There are some disturbing trends on certain topics.
Ancalagon•15m ago
Love this. I asked about climate change cause that's been on my mind lately. Looks to be very split among the models.

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Show HN: AI Roundtable – Let 200 models debate your question

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