AI MA 鍊金Mage AI POC 到 production 為什麼失敗?問題不在模型,在你的工程準備度 你大概看過這個劇本。模型在 demo 裡把任務漂亮做完,全場點頭,專案拿到綠燈 — — 然後它在通往 production 的路上悄悄卡住,從來沒真的上線給任何一個使用者用。demo 完美無瑕,production 版本卻始終沒出現。
ART MDA AI HO HomunMage Why AI POCs Fail in Production — It’s Your Engineering Readiness, Not Your Model You’ve seen this story play out. The model nails the task in a demo, the room is impressed, the project gets the green light — and then it…
AI ECO MY Mykola Kondratiuk I Run My Agent Stack Across Three Models. Here’s the 5-Layer Map I Used When OpenAI Shipped GPT-5.5 Three frontier labs shipped flagships in five days.