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GitLab Transcend - Intelligent orchestration
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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. -
The Silicon Valley Polygraph for Pitch Decks & Founder/Executive Teams.Open
Hi everybody, Pablo here from Unbiased Ventures. I gave ourselves a 4 because we can always improve and would love to get your feedback to do that! Super thankful you are here and thanks for the attention. -

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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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GitLab Transcend - Intelligent orchestration
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Historical philosophers debate your business dilemmas and deliver decision frameworksOpenThe idea is cool, doesn't really live up to expectations though.
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AI-powered academic search: find and understand science faster.OpenTried using it to get answers for a few questions, but what really impressed me was how many sources it pulled in. Didnt expect that, but it actually turned out to be super useful. Nice tool :)
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I've tried to find the exact articles via WoS, Google, or Scopus. Despite using a very advised and complicated search query, it was just a waste of time. Perplexity didn't help either. The Jenni AI, which may add useful links when generating text, finds nothing but trash. SciScape gave exactly what I needed from the first query! A couple of fresh relative articles with very exact topics!
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AI researcher: Questions to literature reviews from 200M+ papers.OpenThis is a great tool for researches like us and our research community, it makes the literature review so easy. all the data is extracted automatically related to our query along with citation. Truly commendable tool and recommendable to those who are not using it till now.
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