Output Quality on Chuanxilu for Skilled Homo sapienshttps://blog.chuanxilu.net/en/tags/output-quality/Recent content in Output Quality on Chuanxilu for Skilled Homo sapiensHugoen-USTue, 28 Jul 2026 11:00:00 +0800Day 11: How to Verify What AI Gives Youhttps://blog.chuanxilu.net/en/posts/2026/07/ai-path-l1-l2-week3-day11/Tue, 28 Jul 2026 11:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/07/ai-path-l1-l2-week3-day11/AI Path L1→L2 Day 11: GCO works both ways: it's a spec going in and a checklist coming back. Three no-code methods to check whether AI actually did what you asked.