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

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 ...
IEEE

GreenAI: A Comparative Analysis of Environmental Efficiency in LLM-Generated Code

Abstract: The increasing usage of large language models for code generation raises concerns regarding their computational costs and ecological impact. This study evaluates the environmental efficiency ...