India Can Train A Sovereign Model But Still Cannot Prove It Works

Sarvam AI's 105B is a genuine engineering achievement. But India still lacks a trusted, independent institution to verify whether its sovereign models perform as claimed.
InfoQ

GitHub Data Shows AI Tools Creating "Convenience Loops" That Reshape Developer Language Choices

GitHub’s Octoverse 2025 report reveals a "convenience loop" where AI coding assistants drive language choice. TypeScript’s 66% surge to the #1 spot highlights a shift toward static typing, as types ...
IEEE

MTSGL: Multitask Structure Guided Learning for Robust and Interpretable Aircraft Recognition in SAR Images

Abstract: Aircraft recognition in synthetic aperture radar (SAR) imagery is a fundamental mission in both military and civilian applications. Recently, deep learning has emerged a dominant paradigm ...
IEEE

Assessing and Scoring Difficulty of Hard-to-Solve Data in Summarization Tasks

Abstract: In recent years, data-driven and machine learning-based natural language processing (NLP) technologies have effectively addressed various challenges. To further enhance the performance of ...