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MongoDB - Build AI That Scales
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Automated scoring system
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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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Creating practical assignment questions and marking criteria rapidly with AI.Open
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I like the details in the error reports, it makes it easy to share with the students, and the bulk upload feature makes it really fast to grade a lot of essays at once.
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I've tried a few essay grading AIs and Examino is the best one in my opinion. Easy to use, great at handwritting recognition, and provides useful feedback to the students
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AI-assisted grading tool that ensures a human-in-the-loop for essays and visual assignments.Open
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Would recommend! Takes ~30 seconds and saves a significant amount of time.
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Undoubtedly the best essay grading tool out there.
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