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

Efficient Compilation and Execution of Synchronous Programs via Type-State Programming

Abstract: Synchronous programs are used to implement safety critical embedded software. Efficiently compiling imperative synchronous programs into small and fast executables is challenging, due to ...
marktechpost

How to Align Large Language Models with Human Preferences Using Direct Preference Optimization, QLoRA, and Ultra-Feedback

In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer ...
marktechpost

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...