This 17-year-old wrote the ultimate ELI5 for coding

Aryan Poduri's book, "GOAT Coder," teaches children how to code through hands-on exercises and uncomplicated explanations.
IEEE

Aligning Crowd-Sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models

Abstract: This paper studies how AI-assisted programming and large language models (LLM) improve software developers' ability via AI tools (LLM agents) like Github Copilot and Amazon CodeWhisperer, ...
GitHub

EdgeBox - The Local Desktop Sandbox for AI Agents

A fully-featured, GUI-powered local LLM Agent sandbox with complete support for the MCP protocol. Empower your Large Language Models (LLMs) with true "Computer Use" capabilities. EdgeBox is a powerful ...
Microsoft

Agent Lightning: Adding reinforcement learning to AI agents without code rewrites

AI agents are reshaping software development, from writing code to carrying out complex instructions. Yet LLM-based agents are prone to errors and often perform poorly on complicated, multi-step tasks ...
GitHub

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

Current GUI grounding approaches rely heavily on large-scale pixel-level annotations and training-time optimization, which are expensive, inflexible, and difficult to scale to new domains. we observe ...