CHOOSEBusiness workflowsJev Expense Report ClassificationBennett Bernard@TheRealTechCPASep 2010 views · 1 likes on X · does not affect scoreJev is a tool that can classify expense reports very quickly.Jev can classify expense reports in milliseconds youtube.com/shorts/M9F5VvnLQ5U via @YouTubeUse casesClassificationRelated buildsJev Model Asymmetry AnalysisThis project analyzes the Jev model's behavior, revealing that natural language wording induces a significant conviction asymmetry between buy and sell sides, while the model itself is symmetric when presented with symmetric prompts.Dan Holzrichter@dholzric83 views on XJev score 79TypeSafe Computer UseThis project enables a Mac to achieve plain-English goals by combining OCR and the Accessibility tree to drive actions, avoiding large model loops for screenshots.Yash Chaudhary@YashChaudhary4 views on XJev score 78Jev Decision Model EvaluationJev, a decision model from TypeSafe, was tested on standard AI problems, answering structured questions with probabilities and performing comparably to or better than other models on single-step tasks, but struggled with sequential reasoning without state information.Nikhil Deshpande@nikhdesh94 views on XJev score 76PostgreSQL Extension for TypeSafe AI Jev IntegrationThis project is a PostgreSQL extension that allows SQL queries to directly call TypeSafe AI's Jev for classifying rows within a database table, avoiding the need to export data for external processing.giulio@giuliosmall4.4K views on XJev score 76Original post
Jev Model Asymmetry AnalysisThis project analyzes the Jev model's behavior, revealing that natural language wording induces a significant conviction asymmetry between buy and sell sides, while the model itself is symmetric when presented with symmetric prompts.Dan Holzrichter@dholzric83 views on XJev score 79
TypeSafe Computer UseThis project enables a Mac to achieve plain-English goals by combining OCR and the Accessibility tree to drive actions, avoiding large model loops for screenshots.Yash Chaudhary@YashChaudhary4 views on XJev score 78
Jev Decision Model EvaluationJev, a decision model from TypeSafe, was tested on standard AI problems, answering structured questions with probabilities and performing comparably to or better than other models on single-step tasks, but struggled with sequential reasoning without state information.Nikhil Deshpande@nikhdesh94 views on XJev score 76
PostgreSQL Extension for TypeSafe AI Jev IntegrationThis project is a PostgreSQL extension that allows SQL queries to directly call TypeSafe AI's Jev for classifying rows within a database table, avoiding the need to export data for external processing.giulio@giuliosmall4.4K views on XJev score 76
