🧵 New preprint: "LLM-in-Sandbox Elicits General Agentic Intelligence" TL;DR: Giving LLMs access to a code sandbox unlocks emergent capabilities for non-code tasks. https:// arxiv.org/abs/2601.16206 https:// huggingface.co/papers/2601.16 206 … https:// llm-in-sandbox.github.io https:// github.com/llm-in-sandbox /llm-in-sandbox … 🧵 Contributions: LLMs spontaneously exploit sandbox capabilities (external access, file I/O, code execution) without training RL with non-agentic data enables agentic generalization Efficient deployment: up to 8× token savings Feedback welcome!