EDME ARCHIVE

Journal

Essays on product clarity, AI infrastructure, and the discipline required to make learning tools feel simple.

Research 6 min read

Prelims 2026 was surprising, yet predictable.

EdMe AI's Ultra Predictions just got its first live exam result. 63 out of 74 current-affairs-linked questions in UPSC Prelims GS Paper 1 were covered - 85% recall, locked a day before the exam.

Research 8 min read

UPSC is Not Random.

So we trained an AI model, analyzing 1.5M+ articles (2011–present), tested it by asking it to predict 6 years of UPSC PYQs — 2020 to 2025. Here is what we found: 62.6% average recall.