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MongoDB - Build AI That Scales
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Causal modeling
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Paul🙏 29 karmaMar 11, 2026@SquareGenReally interesting approach with SquareGen. Quick observation: the product is framed as LLM credit scoring, but lenders don’t buy models — they buy lower default rates. If a lender with a $100M book drops defaults by even 1%, that’s ~$1M saved annually. Positioning around credit loss reduction could massively change the commercial narrative. Happy to share a few thoughts. -

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If you enjoy brain/thought mapping, you'll love this!
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Isn't it possible that when downloading a diagram from it, the diagram to have white background rather than black background.
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A huge disappointment. It fails standard tasks that Sonnet 3.5 completes with no issue. I’ll be skipping this version.
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VModel provides rich AI model resources, clothing display picture shooting becomes very easy!
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OpenMultiple models reviewing content is so helpful because we can better understand when there's a strong case for X, or divergences about Y, and ultimately get a more full understanding because of that. Great work! -
AI platform that creates lessons, grades essays, and generates reports for teachers.OpenCleverSchool has some of the best features for teachers at zero cost.
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It's really a cool concept, but for a year is over $1000 subscription price, and you can't even try it first ONCE before having to pay! When you sign up, you should get (x)# of free trials, even if it's like... limited. The fact you can't even try it is super lame!
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Very helpful and pretty full of "shiny" gems.

