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Create accurate estimates in minutes with AI.Open
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Paul🙏 27 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. -
Get expert AI feedback on your UCAS personal statement.Open
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I'm still testing the tool yet it looks very promising. I tested it with a 5.5k words Academic text that I had previously red. I tested the Key points feature, it does work!
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Podcasts, scholarships, literature reviews - study and work faster with AIOpen - SponsorGitLab Transcend - Intelligent orchestration
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For some problems, it does a good job of calculations and video explanation. However, for some, the drawings are not correct, and it left out a part of the calculation in the video (although it does calculate correctly at least). This would be confusing. An example was where I asked it to calculate the area of a circle inside of a right-angle triangle. It drew the circle outside of the triangle, and then in the calculation, it did not have the square root of a^2 b^2 to find c, but at least did that. If the tool is to be effective, it needs to be clear and accurate in order to not create further misconceptions.
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Great tool for getting some initial information about your data, especially in the beginning phase when your main goal is to explore your data
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It works for me, might’ve been a temporary issue. Give it another try!
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As a UX Researcher - this is an amazing tool to rank and classify various user comments and feedback.
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I felt there is need of more ready made templates. But, it does what it claims. I chose one question suggested by the AI agent, and it created the infographics in few seconds. It's cool. Saving it for future reference.
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Transform lengthy content into concise, purpose-driven summaries.Open -
Dumber than a box of hair. Asked for a break even analysis chart. Fed it clear fixed costs, variable costs, net operating income AND ROI percentages. Even hinted that the break even point was between years six and seven. Dude took five minutes to draw a line across the "0" plane labeled "costs" and a revenue line crossing through where I suggested the break even point is. The scale was between 0.2-1.6 USD. No, I am not running a business for ants.
