https://derekwang2002.github.io/ai-intelligence/en/projects/gvs5h/ Material changes in AI models, agents, engineering and infrastructure, with primary sources and recommendations. en Mon, 02 Nov 2026 16:56:00 GMT https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260826-06/ ev-20260826-06-published Sun, 25 Oct 2026 15:57:07 GMT New TRIAL <p>GVS5H runs a coding agent for five passes and uses a shared ledger for hypotheses, failures and next steps instead of adding a coordinator model. Code and run data are public. On 100 hard LiveCodeBench tasks, the authors report Qwen3.8-27B improving from 66.8 to 92.4.</p><p><strong>Why read: </strong>A shared failure ledger makes multi-pass agent retries reproducible without simply adding another coordinator.</p><p>Recommendation: TRIAL</p><p>Sources: <a href="https://github.com/slee-persis/GVS5H">slee-persis/GVS5H</a></p>