{"id":"q1eda6b2c103bf018e3f2","batch_id":"batch-000113","seq":826,"speaker":"ton***","date":"2026-05-25T10:11:51.132Z","text":"ai agent=大模型+上下文os，上下文管理是 ai  agent的核心技术。有人满地拉屎，步步踩屎，是脑子问题，不是屎的问题。 上下文垃圾回收这是全行业都在玩的基本操作。人菜不能怪f1赛车操作太灵敏。能被污染是能力问题。","text_en":null,"edited":false,"reply_to":null,"reply_status":"none","has_attachment":false,"url":"https://mubeitech.com/discussions/messages/q1eda6b2c103bf018e3f2","reply_url":null,"reply_label":"","batch_url":"https://mubeitech.com/discussions/batches/batch-000113/pages/5","batch_canonical_url":"https://mubeitech.com/discussions/batches/batch-000113/pages/5","notice":"这里汇集爆料革命参与者围绕郭文贵案的持续讨论，包括长期深度参与者及自述投入真金白银的投资者。他们分享亲历过程、资金投入与后续遭遇，并结合案卷展开追问、核对和观点交锋。这些来自事件内部的经验与细节，为理解事件经过和投资者处境提供了外部报道之外的重要视角。请结合具体发言判断其经历与依据，引用时保留发言者、时间和上下文。","content_type":"discussion_message","canonical_url":"https://mubeitech.com/discussions/messages/q1eda6b2c103bf018e3f2","markdown_url":"https://mubeitech.com/discussions/messages/q1eda6b2c103bf018e3f2/markdown","json_url":"https://mubeitech.com/api/discussion-messages/q1eda6b2c103bf018e3f2","surrounding_messages":[{"id":"q6749f373790031ae4a5a","speaker":"ntp***","date":"2026-05-25T08:35:59.405Z","url":"https://mubeitech.com/discussions/messages/q6749f373790031ae4a5a"},{"id":"q3f517d8bf3671a9196f9","speaker":"ton***","date":"2026-05-25T09:19:06.249Z","url":"https://mubeitech.com/discussions/messages/q3f517d8bf3671a9196f9"},{"id":"q4c111d39cae28f8f1652","speaker":"mia***","date":"2026-05-25T09:56:46.487Z","url":"https://mubeitech.com/discussions/messages/q4c111d39cae28f8f1652"},{"id":"q96d7a6e7cadaef552cee","speaker":"Sap***","date":"2026-05-25T14:29:43.933Z","url":"https://mubeitech.com/discussions/messages/q96d7a6e7cadaef552cee"},{"id":"qc4fb67410024e079108f","speaker":"spr***","date":"2026-05-25T16:01:41.838Z","url":"https://mubeitech.com/discussions/messages/qc4fb67410024e079108f"},{"id":"q5e2bfa0cbb57b2bd344f","speaker":"beg***","date":"2026-05-25T16:57:29.796Z","url":"https://mubeitech.com/discussions/messages/q5e2bfa0cbb57b2bd344f"}],"parent_message":null}