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MongoDB - Build AI That Scales
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Enterprise-grade open-source AI inference at unlimited scale.Open

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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.
Verified tools
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Interesting to find a tool that could run different model types : GGUF, MLX and NPU formats in one installer. Would like to use it to prototyping my project.
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It’s a fantastic tool that makes collaboration seamless and super productive by bringing AI-powered assistance directly into shared workspaces. Highly recommended!
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AI-accelerated climate digital twin for global weather simulation.Open -
I just used for a couple of scientific tasks and its output was as good as ChatGPT 4 and Gemini Pro. This is an interesting tool and I will be exploring it further
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An AI operating system that takes objectives, not instructions.Open
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it's actually kinda crazy. turned nothing (or lazy ideas) into tiny apps. and you can even tweak stuff. love that it's open source too. big ups to the dev. oh and it's really REALLY quick

