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Speechmatics - API for Voice AI Agents
Ml model testing
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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. -
What a tool! Really well designed and thought of. Loved the comparison option. PS: The chatbot is too complicated .. please simplify
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Speechmatics - API for Voice AI Agents
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I have used this for several personal assistant applications and it works amazingly. Obviously it is still restricted to the flaws of any model you are using it with, but the ability to constrain prompts is incredibly helpful (especially when it comes to getting things like JSON format from the AI).
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VModel provides rich AI model resources, clothing display picture shooting becomes very easy!
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Perfection. Completely local/offline, loads of different models, intuitive UI.
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This is without doubt, the fastest and easiest way to compare and test different AI models side by side
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A huge disappointment. It fails standard tasks that Sonnet 3.5 completes with no issue. Iโll be skipping this version.
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I am the founder of Heimdall and everything in this description about the product is incorrect.

