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Speechmatics - API for Voice AI Agents
Rubric-based grading
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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. -

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Verified tools
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I am absolutely blown away by CoGrader so far! It has been excellent for pre-scoring essays and providing students with comprehensive, usable feedback. It has helped mitigate my subjectivity in scoring as well.
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Creating practical assignment questions and marking criteria rapidly with AI.Open
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I've tried a few essay grading AIs and Examino is the best one in my opinion. Easy to use, great at handwritting recognition, and provides useful feedback to the students
- Sponsor
Speechmatics - API for Voice AI Agents
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AI-assisted grading tool that ensures a human-in-the-loop for essays and visual assignments.Open
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I like the details in the error reports, it makes it easy to share with the students, and the bulk upload feature makes it really fast to grade a lot of essays at once.
Other tools
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Undoubtedly the best essay grading tool out there.
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Wide range of generators but free version is hamstrung by having one generation per day. The next lowest plan is 10.00GBP /month and is still expensive.
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Generate creative assessments for any subject and grade.OpenNice Tool to generate ideas. Could be enhanced and made better. Good for Students.

