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Crucible 2.0 is live. A workspace for business decisions, not a chat box. New: Decision workspace (frame โ debate โ Decision Brief), PERSPECTIVE.md personas (including your own voice from CV or text), Documents, Knowledge graph, Memory Search, Persistent memory (Pro), MCP Connect to Claude & Cursor. Pricing: Free (1 debate/30 days), Starter $19/mo, Pro $45/mo. crucible.roundtablelabs.ai -

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Paul๐ 28 karmaMar 11, 2026@SquareGenReally interesting approach with SquareGen. Quick observation: the product is framed as LLM credit scoring, but lenders donโt buy models โ they buy lower default rates. If a lender with a $100M book drops defaults by even 1%, thatโs ~$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'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! -
This is more than book summaries. It has the creative feature to combine different books with its own original narrative. Great for book summaries, book reviews and knowledge gathering.
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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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I don't know when it started to offer it, but in a youtube channel: https://www.youtube.com/@ColeMedin. I found a video promoting this AI site in order it supply you with a lot of AI tools offering all LLMs in one place, even you can create some images having a playground like ChatGPT Canvas option... So I think for the price they offer (10$ for 2 months as the first is free) is much cheaper than 20$ VATs of the most LLM business like ChatGPT, Claude, Gemini... So if you dont pay for any of those or even if you pay for them, give this one a try only for that sale. Maybe you dont like it at all but in my opinion is one of the best I could find in this times
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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! -
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The work Collective[i] is doing is mind blowing.
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Extract Wisdom from Any Link -- 6 AI Models, Haiku 4.5 SynthesizedOpenExtract wisdom from YT, websites, PDFs, any link. Multiple models catch what single perspectives miss. Organized thematically. Honest about uncertainty. Built for understanding, not compression. All feedback welcome!
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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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Historical philosophers debate your business dilemmas and deliver decision frameworksOpenThe idea is cool, doesn't really live up to expectations though. -
Podcasts, scholarships, literature reviews - study and work faster with AIOpen
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