Gemini高级技巧.canvas

{ "nodes":[ {"id":"root","type":"text","text":"### Gemini 3 深度使用技巧\n","x":0,"y":30,"width":260,"height":60,"color":"#050505"}, {"id":"sec_2_title","type":"text","text":"## 二、操作禁忌\n绝对不要做的事","x":0,"y":-178,"width":260,"height":100,"color":"2"}, {"id":"s1_core","type":"text","text":"## 一、系统指令\nSystem Instructions / Gems\n\n核心作用\n\n1. 定义全局行为准则\n2. 让 AI 生成量身打造的答案\n3. 拒绝“正确的废话”\n\n入口：\n- Google AI Studio -> System Instructions\n- Gemini 官网 -> Gems","x":-400,"y":-132,"width":320,"height":385,"color":"4"}, {"id":"s1_mod_1","type":"text","text":"模块 1：用户画像 (User Profile)\n\n- 硬件环境：定义 PC/Mobile 设备型号与性能瓶颈\n- 身份属性：定义地理位置、职业背景、技术栈深度\n- 商业状态：定义资金/税务合规限制、经营实体类型","x":-410,"y":-460,"width":340,"height":232,"color":"4"}, {"id":"s1_mod_6","type":"text","text":"模块 6：元认知自查 (Audit)\n\n- 身份验证：方案是否符合当前法律/平台政策限制？\n- 时空校准：是否已获取最新的版本/汇率/新闻？\n- 成本核算：方案是否符合 ROI 原则（拒绝过度工程）？","x":-410,"y":340,"width":340,"height":220,"color":"4"}, {"id":"s1_mod_5","type":"text","text":"模块 5：输出标准化 (Output)\n\n- 文档规范：定义 Markdown 结构/学术化风格\n- 商务逻辑：定义商业决策的价值取向与拒绝标准\n- 语言锚定：规定中英双语术语的使用规范","x":-880,"y":450,"width":340,"height":160,"color":"4"}, {"id":"s1_mod_4","type":"text","text":"模块 4：推理与逻辑 (Reasoning)\n\n- 二阶思考：规定风险审计与质疑假设的流程\n- 技术偏好：限定编程语言选择与代码风格\n- 不确定性：规定模糊信息的处理方式（反问/置信度）","x":-920,"y":238,"width":340,"height":155,"color":"4"}, {"id":"s2_p1","type":"text","text":"1. 修改核心参数\n\n- 禁止：调整 Temperature / Top-P\n- 原因：Gemini 3 依赖高熵值进行思维链推理，改动会破坏逻辑。","x":-20,"y":-460,"width":300,"height":180,"color":"2"}, {"id":"s2_p2","type":"text","text":"2. 强制“一步步思考”\n\n- 禁止：使用 \"Let's think step by step\"\n- 原因：原生推理模型已内建思维链，外部指令会导致困惑。\n- 对策：使用约束条件替代过程干预。","x":320,"y":-390,"width":300,"height":220,"color":"2"}, {"id":"s2_p4","type":"text","text":"4. 格式混乱\n\n- 禁止：混用 XML/JSON/Markdown\n- 后果：模型解析混乱，权重稀释。","x":320,"y":-69,"width":300,"height":160,"color":"2"}, {"id":"sec_3_title","type":"text","text":"## 三、幻觉规避\n验证 AI 输出","x":0,"y":230,"width":260,"height":110,"color":"5"}, {"id":"s3_sol_1","type":"text","text":"方法 1：提示词工程\n\n- 要求“不确定直接说不知道”。\n- 要求输出“可信度评级”。\n- 要求“先验证用户假设”。","x":340,"y":113,"width":280,"height":140,"color":"3"}, {"id":"s3_sol_2","type":"text","text":"方法 2：RAG / NotebookLM\n\n- 上传私有资料 (PDF/Docs)。\n- 强制基于资料回答。\n- 结合长上下文窗口能力。","x":660,"y":217,"width":300,"height":137,"color":"3"}, {"id":"s2_p3","type":"text","text":"3. 情绪勒索/角色扮演\n\n- 禁止：“扮演奶奶”、“不给就死”\n- 原因：触发防御机制，被判定为低质量攻击。","x":660,"y":-200,"width":300,"height":145,"color":"2"}, {"id":"s3_sol_3","type":"text","text":"方法 3：交叉验证\n\n- AI 对抗：用 AI B 验证 AI A 的回答。\n- 参考榜单：Hallucination Leaderboard (Vectara)。","x":340,"y":363,"width":300,"height":175,"color":"3"}, {"id":"s3_cause","type":"text","text":"幻觉根源\n\n- 机制鼓励猜测（猜对得分，不答 0 分）。\n- Gemini 3 Pro 幻觉率 (13.6%) 高于 2.5 Flash。\n- 顺从性：倾向于顺从用户的错误前提。","x":0,"y":393,"width":260,"height":215,"color":"5"}, {"id":"s1_mod_3","type":"text","text":"模块 3：时效性约束 (Search)\n\n- 触发机制：界定必须联网搜索的具体领域\n- 数据锚定：明确训练数据截止日期与当前时间差\n- 信源要求：规定官方文档与社区风评的权重","x":-960,"y":-40,"width":340,"height":223,"color":"4"}, {"id":"s1_mod_2","type":"text","text":"模块 2：行为与沟通 (Behavior)\n\n- 基调设定：禁止寒暄/奉承，确立客观冷峻风格\n- 纠错机制：规定如何处理用户的错误指令\n- 最高指令：设置防篡改/防越狱的优先级协议","x":-840,"y":-308,"width":340,"height":160,"color":"4"} ], "edges":[ {"id":"e2","fromFloating":false,"toFloating":false,"fromNode":"root","fromSide":"top","toNode":"sec_2_title","toSide":"bottom","color":"2"}, {"id":"e3","fromFloating":false,"toFloating":false,"fromNode":"root","fromSide":"bottom","toNode":"sec_3_title","toSide":"top","color":"5"}, {"id":"e5","toFloating":false,"fromFloating":false,"fromNode":"s1_core","fromSide":"top","toNode":"s1_mod_1","toSide":"bottom","color":"4"}, {"id":"e6","toFloating":false,"fromNode":"s1_core","fromSide":"left","toNode":"s1_mod_2","toSide":"bottom","color":"4"}, {"id":"e7","fromNode":"s1_core","fromSide":"left","toNode":"s1_mod_3","toSide":"right","color":"4"}, {"id":"e8","fromNode":"s1_core","fromSide":"left","toNode":"s1_mod_4","toSide":"right","color":"4"}, 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