Apr 13 · 18 min read · You have an eval set. You know your rubric. You want a pass rate. Now a new question appears: who decides whether each individual output is a pass? You, reading them one by one? A rule engine that checks for specific strings? Another model that grade...
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Dec 16, 2025 · 3 min read · One of the most confusing aspects of studying abroad for Indian students is not the application process or visa paperwork, but understanding how academic performance is evaluated overseas. Many students assume that marks, percentages, and grades work...
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Aug 14, 2025 · 4 min read · Uncover Your Cards' True Potential: The Pre Card Grading Service Review Are you sitting on a potential goldmine of trading cards but are too afraid to send them off for grading? Have you ever wondered what your cards would truly score before you comm...
Join discussionFeb 6, 2025 · 3 min read · Streaming vs. Polling JSON: Choosing the Right Approach for Rubric Generation When designing the rubric generation system, I faced a key architectural decision: Should I stream JSON responses as they are generated, or should I poll the backend for u...
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