Summary
Two Minute Papers asks whether software itself is under threat, as AI tools increasingly reproduce existing programs and games just by examining them. Hundreds of AI-assisted reverse engineering projects have appeared, some playable in the browser, and even Adobe tools are being recreated.
The video explains how this works: an AI can analyze compiled code or simply observe a program’s behavior, write a new version, then compare it against the original and iterate until the two nearly match. On the legal side, it notes that courts have ruled software functionality isn’t necessarily protected by copyright, while assets like models, textures and characters can be.
Several research results are highlighted. One study saw a system’s pass rate on reconstructing a program from scratch climb from 15% to nearly 100% in nine months. A tiny 12-million-parameter model recovered mathematical equations with about 90% accuracy, and a web page reconstruction approach reached a 0.938 visual similarity score with 95% less code.
The video also discusses why the approach works (abundant training pairs and a ground-truth oracle) and reports that Anthropic updated Claude Opus 5.5 to discourage recreating existing games, which has frustrated some developers. The takeaway is that software isn’t over, but personalized, homebrew alternatives to tools like Photoshop and Final Cut Pro are becoming plausible.
📺 Source: Two Minute Papers · Published November 10, 2026
🏷️ Format: Opinion Editorial
