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Instant access to Chinese university admissions data.Open
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Paul🙏 28 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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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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Creating practical assignment questions and marking criteria rapidly with AI.Open - SponsorSpeechmatics - API for Voice AI Agents
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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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A lot of humanizer software is actually just gpt wrappers to do this by asking gpt to rewrite with some different voice. Ace Essay does have their own AI that does a better job at humanizing.
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OpenI tested the product on my own idea and was really satisfied with the result. The analysis feels structured, professional, and much more grounded than a typical LLM chat. It helped me see both the strengths and weak points of the idea and made me want to run it again with a more thoughtful input. I also liked the detailed AI analysis logging, the debate flow, and the potential/readiness matrix. Even after one run, the product already feels valuable for a founder. With deeper UX/UI and technical development, I can see strong potential in it.
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Undoubtedly the best essay grading tool out there.
