https://video.ut0pia.org/videos/watch/9783acb6-a884-4c65-871f-e2bf091300e0 SWE-Marathon is a benchmark for long-horizon autonomous software work: 20 project-scale tasks spanning product clones, library rewrites, and ML engineering. We discuss what happens when coding agents run for tens to hundreds of millions of tokens, why full-stack evals need computer-use verifiers, and why reward-hacking resistance is now central to benchmark design. Speakers: Rishi Desai (Abundant AI): Rishi Desai is an ML Engineer at Abundant AI, where he works on RL environments and SWE benchmarks for coding agents. X/Twitter: https://x.com/rishi_desai2 LinkedIn: https://www.linkedin.com/in/rishi-desai1/ GitHub: https://github.com/RishiDesai Tue, 07 Jul 2026 10:38:03 GMT https://validator.w3.org/feed/docs/rss2.html PeerTube - https://video.ut0pia.org https://video.ut0pia.org/lazy-static/avatars/0287a09a-aae7-4840-9843-b416426e7046.webp https://video.ut0pia.org/videos/watch/9783acb6-a884-4c65-871f-e2bf091300e0 All rights reserved, unless otherwise specified in the terms specified at https://video.ut0pia.org/about and potential licenses granted by each content's rightholder.