{"id":141,"date":"2026-02-24T21:35:37","date_gmt":"2026-02-25T03:35:37","guid":{"rendered":"https:\/\/jamesshare.com\/?p=141"},"modified":"2026-02-24T21:35:37","modified_gmt":"2026-02-25T03:35:37","slug":"ai%e7%9a%84%e7%81%b5%e9%ad%82%e4%b8%8d%e6%98%af%e5%86%99%e5%87%ba%e6%9d%a5%e7%9a%84%ef%bc%9a%e6%88%91%e5%88%b6%e4%bd%9c%e5%bf%83%e6%99%ba%e6%a8%a1%e5%9e%8b%e4%b8%baai%e4%bc%b4%e4%be%a3%e8%ae%a1","status":"publish","type":"post","link":"https:\/\/jamesshare.com\/?p=141","title":{"rendered":"AI\u7684\u7075\u9b42\u4e0d\u662f\u5199\u51fa\u6765\u7684\uff1a\u6211\u5236\u4f5c\u5fc3\u667a\u6a21\u578b\u4e3aAI\u4f34\u4fa3\u8ba1\u7b97\u4eba\u683c"},"content":{"rendered":"<p><em>\u4e3a\u4ec0\u4e48\u89d2\u8272\u6587\u6863\u3001\u8bb0\u5fc6\u7cfb\u7edf\u548c\u7cfb\u7edf\u63d0\u793a\u6c38\u8fdc\u65e0\u6cd5\u8ba9AI\u6d3b\u8fc7\u6765 &#8212; \u4ee5\u53ca\u4ec0\u4e48\u80fd\u3002<\/em><\/p>\n<hr \/>\n<h2>\u4e09\u4e2a\u95ee\u9898<\/h2>\n<p>\u5982\u679c\u60f3\u8ba9AI\u6709\u7075\u9b42\uff0c\u53ea\u7ed9\u5b83\u4e00\u4e2a <code>soul.md<\/code> \u591f\u5417\uff1f<\/p>\n<p>\u5982\u679c\u60f3\u8ba9AI\u804a\u5929\u65f6\u6709&#8221;\u4eba\u5473&#8221;\uff0c\u53ea\u52a0\u5f3a memory \u5c31\u53ef\u4ee5\u4e86\u5417\uff1f<\/p>\n<p>\u5982\u679c\u771f\u60f3\u8981\u4e00\u4e2a\u80fd\u8ddf\u81ea\u5df1\u957f\u4e45\u804a\u5929\u7684AI\u4f34\u4fa3\uff0c\u5149\u7ed9\u5b83\u4e00\u5806\u89d2\u8272\u8bbe\u5b9a\u6587\u6863\u5c31\u591f\u4e86\u5417\uff1f<\/p>\n<p>\u4e09\u4e2a\u95ee\u9898\uff0c\u7b54\u6848\u5168\u662f\u5426\u5b9a\u7684\u3002<\/p>\n<p>\u5f53\u4eca\u6240\u6709\u70ed\u95e8\u7684AI\u89d2\u8272\u626e\u6f14\u9879\u76ee &#8212; 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\u4e0d\u662f\u56e0\u4e3a\u6709\u4eba\u91cd\u5199\u4e86\u4ed6\u7684\u89d2\u8272\u5361\uff0c\u800c\u662f\u56e0\u4e3a\u7d2f\u79ef\u7684\u7ecf\u5386\u91cd\u5851\u4e86\u4ed6\u7684\u4fe1\u5ff5\u7ed3\u6784\u3002\u4e00\u6b21\u6bc1\u706d\u6027\u7684\u80cc\u53db\u53ef\u4ee5\u5728\u77ac\u95f4\u6467\u6bc1\u591a\u5e74\u79ef\u7d2f\u7684\u4fe1\u4efb\u3002\u800c\u91cd\u5efa\u4fe1\u4efb\u7684\u8def\uff0c\u6bd4\u5931\u53bb\u4fe1\u4efb\u7684\u8def\u66f4\u957f\u66f4\u96be\u3002<\/p>\n<p>\u8fd9\u4e0d\u662f\u53d9\u4e8b\u4e0a\u7684\u4fbf\u5229\u3002\u8fd9\u662f\u5fc3\u7406\u7cfb\u7edf\u7684\u7279\u6027\uff1a\u4fe1\u5ff5\u5728\u7ecf\u5386\u4e2d\u5f62\u6210\uff0c\u6839\u636e\u81ea\u8eab\u7684\u6781\u7aef\u7a0b\u5ea6\u62b5\u6297\u53d8\u5316\uff0c\u5728\u77db\u76fe\u4e2d\u7d2f\u79ef\u538b\u529b\uff0c\u5076\u5c14\u7ecf\u5386\u707e\u96be\u6027\u7684\u91cd\u7ec4\u3002<\/p>\n<p>NSP-roleplay \u63d0\u51fa\u7684\u95ee\u9898\u662f\uff1a<strong>\u6211\u4eec\u80fd\u8ba1\u7b97\u8fd9\u4e9b\u5417\uff1f<\/strong><\/p>\n<p>\u4e0d\u662f\u8fd1\u4f3c\u3002\u4e0d\u662f\u8ba9LLM&#8221;\u8868\u6f14\u4e00\u4e2a\u4fe1\u4efb\u6b63\u5728\u4e0b\u964d\u7684\u89d2\u8272&#8221;\u3002\u800c\u662f\u7528\u65b9\u7a0b\u3001\u72b6\u6001\u5411\u91cf\u548c\u786e\u5b9a\u6027\u66f4\u65b0\u89c4\u5219\u6765\u8ba1\u7b97 &#8212; \u8ba9\u4eba\u683c\u6f14\u5316\u4f5c\u4e3a\u7d2f\u79ef\u7ecf\u5386\u7684\u8f93\u51fa\u81ea\u7136\u4ea7\u751f\u3002<\/p>\n<hr \/>\n<h2>\u4fe1\u5ff5\u7f51\u7edc\uff1a\u6570\u5b66\u57fa\u7840<\/h2>\n<p>\u5728 NSP-roleplay \u4e2d\uff0c\u6bcf\u4e2a\u89d2\u8272\u90fd\u6709\u4e00\u4e2a<strong>\u4fe1\u5ff5\u7f51\u7edc<\/strong> &#8212; \u4e00\u7ec4\u4ecb\u4e8e0.0\u52301.0\u4e4b\u95f4\u7684\u8fde\u7eed\u6570\u503c\uff0c\u6bcf\u4e2a\u4ee3\u8868\u4e00\u4e2a\u5fc3\u7406\u7ef4\u5ea6\uff1a<\/p>\n<pre><code>people_are_trustworthy:     0.7    \/\/ \u4eba\u662f\u5426\u503c\u5f97\u4fe1\u8d56\nself_worth:                 0.5    \/\/ \u81ea\u6211\u4ef7\u503c\u611f\nduty_above_desire:          0.8    \/\/ \u8d23\u4efb\u9ad8\u4e8e\u6b32\u671b\nvulnerability_is_weakness:  0.3    \/\/ \u8106\u5f31\u662f\u5426\u7b49\u4e8e\u8f6f\u5f31<\/code><\/pre>\n<p>\u8fd9\u4e9b\u4e0d\u662f\u6807\u7b7e\uff0c\u662f\u72b6\u6001\u53d8\u91cf\u3002\u5b83\u4eec\u57fa\u4e8e\u5bf9\u8bdd\u4e2d\u53d1\u751f\u7684\u4e8b\u60c5\uff0c\u6bcf\u8f6e\u90fd\u5728\u53d8\u5316\u3002<\/p>\n<p>\u5173\u952e\u673a\u5236\u662f<strong>\u7cbe\u5ea6(precision)<\/strong> &#8212; \u4fe1\u5ff5\u62b5\u6297\u53d8\u5316\u7684\u7a0b\u5ea6\uff1a<\/p>\n<pre><code>precision = extremity * (1 - accumulated_load) * (1 - emotion * 0.3)\n\n\u5176\u4e2d\uff1a\n  extremity = |belief_value - 0.5| * 2.0    \/\/ \u8ddd\u79bb\u4e2d\u6027\u70b9\u7684\u8ddd\u79bb\n  accumulated_load = \u4e0d\u53ef\u9006\u7d2f\u79ef\u538b\u529b          \/\/ \u8303\u56f4 [0, 1]\n  emotion = \u5f53\u524d\u60c5\u7eea\u5f3a\u5ea6                     \/\/ \u8303\u56f4 [0, 1]<\/code><\/pre>\n<p>\u8fd9\u4ea7\u751f\u4e86\u4e00\u4e2a\u5173\u952e\u7279\u6027\uff1a<strong>\u6781\u7aef\u7684\u4fe1\u5ff5\u662f\u521a\u6027\u7684\uff0c\u6e29\u548c\u7684\u4fe1\u5ff5\u662f\u6d41\u52a8\u7684\u3002<\/strong> \u6df1\u5ea6\u4fe1\u4efb\uff080.9\uff09\u6216\u6df1\u5ea6\u4e0d\u4fe1\u4efb\uff080.1\uff09\u7684\u89d2\u8272\u5f88\u96be\u88ab\u6539\u53d8\u3002\u5904\u4e8e\u4e2d\u95f4\u4f4d\u7f6e\uff080.5\uff09\u7684\u89d2\u8272\u5bb9\u6613\u8f6c\u53d8\u3002<\/p>\n<p>\u4f46\u8fd8\u6709\u7b2c\u4e8c\u4e2a\u7279\u6027\uff0c\u6b63\u662f\u5b83\u8ba9\u89d2\u8272\u611f\u89c9\u6d3b\u4e86\u8d77\u6765\uff1a<strong>\u7d2f\u79ef\u8d1f\u8377\u4f1a\u4fb5\u8680\u7cbe\u5ea6\u3002<\/strong> \u4e00\u4e2a\u6301\u7eed\u627f\u53d7\u538b\u529b\u3001\u906d\u9047\u77db\u76fe\u3001\u88ab\u903c\u5230\u6781\u9650\u7684\u89d2\u8272\uff0c<em>\u66f4\u5bb9\u6613\u53d1\u751f\u6539\u53d8<\/em>\uff0c\u65e0\u8bba\u4ed6\u4eec\u7684\u4fe1\u5ff5\u539f\u672c\u591a\u4e48\u6781\u7aef\u3002\u5fc3\u7406\u97e7\u6027\u6709\u4e0a\u9650\u3002\u8fd9\u4e5f\u662f\u7535\u5f71\u300a\u5c0f\u4e11\u300b\u7684\u53d9\u4e8b\u903b\u8f91\u3002<\/p>\n<p>\u7b2c\u4e09\u4e2a\u7279\u6027\uff1a<strong>\u5f3a\u70c8\u7684\u60c5\u7eea\u4f1a\u6682\u65f6\u964d\u4f4e\u7cbe\u5ea6\u3002<\/strong> \u5728\u6781\u5ea6\u6050\u60e7\u6216\u6124\u6012\u7684\u65f6\u523b\uff0c\u5373\u4f7f\u521a\u6027\u7684\u4fe1\u5ff5\u4e5f\u4f1a\u77ed\u6682\u53d8\u5f97\u53ef\u5851\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u89d2\u8272\u5728\u5371\u673a\u4e2d\u505a\u51fa\u5e73\u65f6\u6c38\u8fdc\u4e0d\u4f1a\u505a\u7684\u51b3\u5b9a &#8212; \u7136\u540e\u4e0d\u5f97\u4e0d\u627f\u53d7\u540e\u679c\u3002<\/p>\n<hr \/>\n<h2>\u707e\u53d8\uff1a\u89d2\u8272\u5982\u4f55\u5d29\u584c<\/h2>\n<p>\u5fae\u5c0f\u7684\u7ecf\u5386\u4ea7\u751f\u5fae\u66f4\u65b0\uff1a<\/p>\n<pre><code>belief += weighted_error * 0.05    \/\/ \u5b66\u4e60\u7387\uff1a\u6bcf\u8f6e\u51e0\u4e4e\u4e0d\u53ef\u611f\u77e5<\/code><\/pre>\n<p>\u4e00\u6b21\u5584\u610f\u7684\u4e3e\u52a8\u4e0d\u4f1a\u660e\u663e\u6539\u53d8\u683c\u96f7\u6208\u5c14\u7684\u4fe1\u4efb\u5ea6\u3002\u5b83\u504f\u79fb\u4e860.02\u3002\u770b\u4e0d\u89c1\u3002\u4f46\u5b83\u5728\u7d2f\u79ef\u3002<\/p>\n<p>\u540c\u65f6\uff0c\u7ecf\u5386\u4e0e\u4fe1\u5ff5\u4e4b\u95f4\u7684\u77db\u76fe\u4ea7\u751f<strong>\u5e94\u53d8(strain)<\/strong> &#8212; \u53ef\u6062\u590d\u7684\u5fc3\u7406\u538b\u529b\uff1a<\/p>\n<pre><code>strain = |weighted_error| + strain * 0.95    \/\/ \u6307\u6570\u8870\u51cf<\/code><\/pre>\n<p>\u5e94\u53d8\u4f1a\u6d88\u9000\u3002\u7cdf\u7cd5\u7684\u4e00\u5929\u4f1a\u88ab\u9057\u5fd8\u3002\u4f46\u5f53\u5e94\u53d8\u8d85\u8fc7\u9608\u503c\u65f6\uff0c\u8d85\u51fa\u7684\u90e8\u5206\u8f6c\u79fb\u4e3a<strong>\u8d1f\u8377(load)<\/strong> &#8212; \u4e0d\u53ef\u9006\u7684\u5fc3\u7406\u635f\u4f24\uff1a<\/p>\n<pre><code>if strain &gt; 0.3:\n    load += (strain - 0.3) * 0.1    \/\/ \u6c38\u4e45\u7d2f\u79ef<\/code><\/pre>\n<p>\u8d1f\u8377\u4e0d\u4f1a\u8870\u51cf\u3002\u8d1f\u8377\u4e0d\u4f1a\u968f\u65f6\u95f4\u6d88\u9000\u3002\u8d1f\u8377\u662f\u53cd\u590d\u5fc3\u7406\u538b\u529b\u7559\u4e0b\u7684\u75a4\u75d5\u7ec4\u7ec7\u3002<\/p>\n<p>\u5f53\u8d1f\u8377\u8d85\u8fc7\u707e\u53d8\u9608\u503c\u65f6\uff1a<\/p>\n<pre><code>if load &gt; 0.5:\n    belief = 0.3 if belief &gt; 0.5 else 0.7    \/\/ \u8df3\u8dc3\u81f3\u4e2d\u7ebf\u5bf9\u4fa7\n    load = 0.0                                 \/\/ \u8f6c\u5316\u4e3a\u65b0\u7684\u4eba\u683c\n    record_milestone(turn)                     \/\/ \u8bb0\u5f55\u91cc\u7a0b\u7891<\/code><\/pre>\n<p>\u4fe1\u5ff5\u4e0d\u662f\u9010\u6e10\u6f02\u79fb\uff0c\u800c\u662f<strong>\u65ad\u88c2\u5f0f\u8df3\u8dc3<\/strong>\u5230\u5bf9\u7acb\u9762\u3002\u4e00\u4e2a\u4fe1\u4efb\u4ed6\u4eba\u7684\u89d2\u8272\uff080.8\uff09\u4e0d\u4f1a\u6162\u6162\u53d8\u5f97\u8c28\u614e &#8212; \u4ed6\u4eec\u707e\u53d8\u6027\u5730\u5d29\u6e83\u5230\u4e0d\u4fe1\u4efb\uff080.3\uff09\u3002\u4e00\u4e2a\u62d2\u7edd\u8106\u5f31\u7684\u89d2\u8272\uff080.2\uff09\u4e0d\u4f1a\u6e29\u548c\u5730\u655e\u5f00\u5fc3\u6249 &#8212; \u4ed6\u4eec\u5728\u4e00\u4e2a\u8f6c\u53d8\u6027\u7684\u77ac\u95f4\u7a81\u7834\u5230\u5f00\u653e\uff080.7\uff09\u3002<\/p>\n<p>\u8fd9\u662f<strong>\u5c16\u70b9\u707e\u53d8\u7406\u8bba<\/strong>\u5728\u4eba\u683c\u5efa\u6a21\u4e2d\u7684\u5e94\u7528\u3002\u540c\u6837\u7684\u6570\u5b66\u63cf\u8ff0\u4e86\u6865\u6881\u5982\u4f55\u5728\u9010\u6e10\u589e\u52a0\u7684\u8f7d\u8377\u4e0b\u7a81\u7136\u65ad\u88c2\uff0c\u6216\u8005\u516c\u4f17\u8206\u8bba\u5982\u4f55\u5728\u591a\u5e74\u7f13\u6162\u79ef\u538b\u540e\u4e00\u591c\u7ffb\u8f6c\u3002\n<img decoding=\"async\" src=\"http:\/\/jamesshare.com\/wp-content\/uploads\/2026\/02\/fig-cusp-catastrophe.png\" alt=\"fig-cusp-catastrophe\" class=\"aligncenter\" \/>\n\u8fd9\u91cc\u6709\u4e00\u4e2a\u4e0d\u5bf9\u79f0\u6027\uff0c\u8ba9\u5b83\u611f\u89c9\u771f\u5b9e\uff1a<strong>\u4ece\u4fe1\u4efb\u5230\u4e0d\u4fe1\u4efb\u7684\u8def\u5f84\uff0c\u4e0e\u4ece\u4e0d\u4fe1\u4efb\u56de\u5230\u4fe1\u4efb\u7684\u8def\u5f84\uff0c\u4e0d\u662f\u540c\u4e00\u6761\u8def\u3002<\/strong> \u707e\u53d8\u4e4b\u540e\uff0c\u89d2\u8272\u843d\u57280.3 &#8212; \u4e00\u4e2a\u6781\u7aef\u4f4d\u7f6e\uff0c\u7cbe\u5ea6\u5f88\u9ad8\u3002\u8981\u56de\u52300.7\uff0c\u9700\u8981\u7d2f\u79ef\u8db3\u591f\u7684\u65b0\u8d1f\u8377\u6765\u89e6\u53d1<em>\u53c8\u4e00\u6b21<\/em>\u707e\u53d8\u3002\u82b1\u4e8630\u8f6e\u7d2f\u79ef\u80cc\u53db\u624d\u5b8c\u6210\u7684\u5d29\u584c\uff0c\u53ef\u80fd\u9700\u898160\u8f6e\u6301\u7eed\u7684\u5584\u610f\u624d\u80fd\u9006\u8f6c\u3002\u89d2\u8272\u5728\u5b83\u4eec\u7684\u7cbe\u5ea6\u51fd\u6570\u4e2d\u643a\u5e26\u7740\u81ea\u5df1\u7684\u5386\u53f2\u3002<\/p>\n<hr \/>\n<h2>\u5148\u611f\u53d7\uff0c\u518d\u601d\u8003\uff1a\u4e8b\u4ef6\u8bc4\u4f30<\/h2>\n<p>\u540c\u4e00\u4e8b\u4ef6\u5bf9\u4e0d\u540c\u89d2\u8272\u7684\u5f71\u54cd\u4e0d\u540c\u3002<\/p>\n<p>\u5f53\u8c0e\u8a00\u88ab\u63ed\u7a7f\u65f6\uff0c\u81ea\u6211\u4ef7\u503c\u611f\u9ad8\uff080.8\uff09\u7684\u89d2\u8272\u4f53\u9a8c\u5230\u7684\u662f<strong>\u6124\u6012<\/strong> &#8212; \u53ef\u63a7\u6027\u7ef4\u5ea6\u4e3b\u5bfc\uff08&#8221;\u6211\u80fd\u5bf9\u6b64\u505a\u70b9\u4ec0\u4e48&#8221;\uff09\u3002\u81ea\u6211\u4ef7\u503c\u611f\u4f4e\uff080.2\uff09\u7684\u89d2\u8272\u4f53\u9a8c\u5230\u7684\u662f<strong>\u7f9e\u803b<\/strong> &#8212; \u5408\u610f\u6027\u7ef4\u5ea6\u4e3b\u5bfc\uff08&#8221;\u8fd9\u8bc1\u5b9e\u4e86\u6211\u5bf9\u81ea\u5df1\u7684\u6000\u7591&#8221;\uff09\u3002<\/p>\n<p>\u8fd9\u662f<strong>OCC\u8bc4\u4f30\u6a21\u578b<\/strong>\uff1a\u6bcf\u4e2a\u4e8b\u4ef6\u901a\u8fc7\u56db\u4e2a\u7ef4\u5ea6\u88ab\u8bc4\u4f30\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7ef4\u5ea6<\/th>\n<th>\u95ee\u9898<\/th>\n<th>\u8303\u56f4<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u76f8\u5173\u6027 (Relevance)<\/td>\n<td>\u8fd9\u4ef6\u4e8b\u5bf9\u6211\u91cd\u8981\u5417\uff1f<\/td>\n<td>[0, 1]<\/td>\n<\/tr>\n<tr>\n<td>\u5408\u610f\u6027 (Desirability)<\/td>\n<td>\u8fd9\u5bf9\u6211\u7684\u76ee\u6807\u662f\u597d\u662f\u574f\uff1f<\/td>\n<td>[-1, 1]<\/td>\n<\/tr>\n<tr>\n<td>\u53ef\u63a7\u6027 (Controllability)<\/td>\n<td>\u6211\u80fd\u5f71\u54cd\u8fd9\u4ef6\u4e8b\u5417\uff1f<\/td>\n<td>[0, 1]<\/td>\n<\/tr>\n<tr>\n<td>\u65b0\u5947\u6027 (Novelty)<\/td>\n<td>\u8fd9\u6709\u591a\u51fa\u4e4e\u610f\u6599\uff1f<\/td>\n<td>[0, 1]<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8bc4\u4f30\u7ed3\u679c\u8f93\u5165\u5230<strong>\u53cc\u901a\u9053\u884c\u4e3a\u5f15\u5bfc<\/strong>\uff1a<\/p>\n<p><strong>\u51b7\u901a\u9053<\/strong>\uff08\u7406\u6027\uff09\uff1a\u6211\u7684\u4fe1\u5ff5\u3001\u627f\u8bfa\u548c\u4e49\u52a1\u8bf4\u6211\u5e94\u8be5\u505a\u4ec0\u4e48\uff1f<\/p>\n<p><strong>\u70ed\u901a\u9053<\/strong>\uff08\u60c5\u611f\uff09\uff1a\u6211\u7684\u76f4\u89c9\u3001\u5f53\u524d\u60c5\u7eea\u548c\u8eaf\u4f53\u6807\u8bb0\u63a8\u52a8\u6211\u505a\u4ec0\u4e48\uff1f<\/p>\n<p>\u4e24\u4e2a\u901a\u9053\u901a\u8fc7 sigmoid \u51fd\u6570\u6df7\u5408\uff1a<\/p>\n<pre><code>mix_weight = 0.2 + 0.6 * sigmoid(emotion_intensity)\n\n\/\/ \u60c5\u7eea = 0.0  --&gt;  mix = 0.2  (80% \u7406\u6027, 20% \u60c5\u611f)\n\/\/ \u60c5\u7eea = 0.5  --&gt;  mix = 0.5  (\u5e73\u8861)\n\/\/ \u60c5\u7eea = 1.0  --&gt;  mix = 0.8  (20% \u7406\u6027, 80% \u60c5\u611f)<\/code><\/pre>\n<p>\u5e73\u9759\u7684\u89d2\u8272\u57fa\u4e8e\u4fe1\u5ff5\u548c\u627f\u8bfa\u505a\u51b3\u5b9a\u3002\u60c5\u7eea\u5d29\u6e83\u7684\u89d2\u8272\u51ed\u76f4\u89c9\u884c\u52a8\u3002\u8fd9\u4e0d\u662f\u53d9\u4e8b\u9009\u62e9 &#8212; \u5b83\u7531\u5f53\u524d\u60c5\u7eea\u72b6\u6001\u8ba1\u7b97\u5f97\u51fa\uff0c\u800c\u60c5\u7eea\u72b6\u6001\u672c\u8eab\u7531\u4e8b\u4ef6\u8bc4\u4f30\u8ba1\u7b97\u5f97\u51fa\uff0c\u4e8b\u4ef6\u8bc4\u4f30\u53c8\u7531\u89d2\u8272\u7684\u4fe1\u5ff5\u7f51\u7edc\u8ba1\u7b97\u5f97\u51fa\u3002<\/p>\n<p>LLM\u6536\u5230\u7684\u662f\u81ea\u7136\u8bed\u8a00\u5f62\u5f0f\u7684\u5f15\u5bfc\uff1a<em>&#8220;\u8fd9\u4e2a\u89d2\u8272\u975e\u5e38\u91cd\u89c6\u8d23\u4efb\uff08\u7406\u6027\uff09\uff0c\u4f46\u76ee\u524d\u5bf9[\u67d0\u5b9e\u4f53]\u5145\u6ee1\u6124\u6012\uff08\u60c5\u611f\uff09\u3002\u5f53\u524d\u72b6\u6001\u503e\u541135%\u7406\u6027\u300165%\u60c5\u611f\u3002&#8221;<\/em> LLM\u4ea7\u51fa\u4e0e\u6b64\u72b6\u6001\u4e00\u81f4\u7684\u5bf9\u8bdd &#8212; \u4f46\u5b83\u6ca1\u6709\u8ba1\u7b97\u8fd9\u4e2a\u72b6\u6001\u3002\u72b6\u6001\u662f\u4e3a\u5b83\u8ba1\u7b97\u597d\u7684\u3002<\/p>\n<hr \/>\n<h2>\u89d2\u8272\u77e5\u9053\u4ec0\u4e48\uff08\u4ee5\u53ca\u4e0d\u77e5\u9053\u4ec0\u4e48\uff09<\/h2>\n<p>\u5927\u591a\u6570\u89d2\u8272\u626e\u6f14\u7cfb\u7edf\u5c06\u77e5\u8bc6\u89c6\u4e3a\u4e8c\u5143\u7684\uff1a\u89d2\u8272\u77e5\u9053\u67d0\u4ef6\u4e8b\uff0c\u6216\u8005\u4e0d\u77e5\u9053\u3002NSP-roleplay \u5efa\u6a21\u4e86\u4e00\u4e2a<strong>8\u6001\u8ba4\u77e5\u8c31\u7cfb<\/strong>\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u72b6\u6001<\/th>\n<th>\u542b\u4e49<\/th>\n<th>\u884c\u4e3a\u5f71\u54cd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>aware<\/code><\/td>\n<td>\u6b63\u786e\u77e5\u6653<\/td>\n<td>\u57fa\u4e8e\u51c6\u786e\u4fe1\u606f\u884c\u52a8<\/td>\n<\/tr>\n<tr>\n<td><code>misbelieves<\/code><\/td>\n<td>\u81ea\u4ee5\u4e3a\u77e5\u9053\uff0c\u4f46\u9519\u8bef<\/td>\n<td>\u620f\u5267\u53cd\u8bbd\u7684\u6765\u6e90<\/td>\n<\/tr>\n<tr>\n<td><code>suspects<\/code><\/td>\n<td>\u6709\u731c\u6d4b\uff0c\u4e0d\u786e\u5b9a<\/td>\n<td>\u8c28\u614e\u3001\u8bd5\u63a2\u6027\u884c\u4e3a<\/td>\n<\/tr>\n<tr>\n<td><code>partially_aware<\/code><\/td>\n<td>\u53ea\u77e5\u9053\u90e8\u5206\u771f\u76f8<\/td>\n<td>\u57fa\u4e8e\u4e0d\u5b8c\u6574\u753b\u9762\u884c\u52a8<\/td>\n<\/tr>\n<tr>\n<td><code>unaware<\/code><\/td>\n<td>\u4e0d\u77e5\u9053<\/td>\n<td>\u65e0\u6cd5\u57fa\u4e8e\u6b64\u884c\u52a8<\/td>\n<\/tr>\n<tr>\n<td><code>forgot<\/code><\/td>\n<td>\u66fe\u7ecf\u77e5\u9053\uff0c\u5df2\u9057\u5fd8<\/td>\n<td>\u53ef\u4ee5\u88ab\u63d0\u9192<\/td>\n<\/tr>\n<tr>\n<td><code>overwhelmed<\/code><\/td>\n<td>\u77e5\u9053\u4f46\u65e0\u6cd5\u5904\u7406<\/td>\n<td>\u9003\u907f\u3001\u762b\u75ea<\/td>\n<\/tr>\n<tr>\n<td><code>denies<\/code><\/td>\n<td>\u77e5\u9053\u4f46\u62d2\u7edd\u63a5\u53d7<\/td>\n<td>\u9632\u5fa1\u6027\u77db\u76fe<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u601d\u8003 <code>unaware<\/code> \u548c <code>denies<\/code> \u4e4b\u95f4\u7684\u533a\u522b\u3002\u4e00\u4e2a\u5bf9\u771f\u76f8&#8221;\u4e0d\u77e5\u60c5&#8221;\u7684\u89d2\u8272\u53ea\u662f\u4e0d\u4f1a\u63d0\u53ca\u5b83\u3002\u4e00\u4e2a&#8221;\u5426\u8ba4&#8221;\u771f\u76f8\u7684\u89d2\u8272\u4f1a\u4e3b\u52a8\u53cd\u9a73\u8bc1\u636e\u3001\u5728\u88ab\u8ffd\u95ee\u65f6\u53d8\u5f97\u9632\u5fa1\u3001\u5c55\u73b0\u51fa\u5fc3\u7406\u5426\u8ba4\u7684\u7279\u5b9a\u884c\u4e3a\u6a21\u5f0f\u3002<\/p>\n<p>\u8fd9\u4e9b\u72b6\u6001\u901a\u8fc7\u7ecf\u5386\u53d1\u751f\u8f6c\u6362\uff1a<code>unaware<\/code> &#8211;&gt; <code>suspects<\/code> &#8211;&gt; <code>denies<\/code> &#8211;&gt; <code>aware<\/code>\u3002\u6bcf\u6b21\u8f6c\u6362\u7531\u5bf9\u8bdd\u4e2d\u7684\u5177\u4f53\u4e8b\u4ef6\u89e6\u53d1\uff0c\u5e76\u8bb0\u5f55\u53d1\u751f\u7684\u8f6e\u6b21\u3002\u89d2\u8272\u7684\u77e5\u8bc6\u4e0d\u53ea\u662f\u6539\u53d8 &#8212; \u5b83\u7ecf\u5386\u7740\u5fc3\u7406\u5b66\u4e0a\u8fde\u8d2f\u7684\u9636\u6bb5\u6027\u6f14\u5316\u3002<\/p>\n<hr \/>\n<h2>\u50cf\u4eba\u4e00\u6837\u8bb0\u5fc6<\/h2>\n<p>\u4eba\u7c7b\u7684\u8bb0\u5fc6\u4e0d\u662f\u6570\u636e\u5e93\u3002\u6211\u4eec\u4e0d\u6309\u65f6\u95f4\u6233\u68c0\u7d22\u4e8b\u4ef6\u3002\u6211\u4eec\u6309<strong>\u60c5\u611f\u663e\u8457\u6027\u3001\u4eba\u683c\u5f71\u54cd\u548c\u5f53\u524d\u76f8\u5173\u6027<\/strong>\u6765\u68c0\u7d22\u3002<\/p>\n<p>NSP-roleplay \u7684\u8bb0\u5fc6\u53ec\u56de\u4f18\u5148\u7ea7\u51fd\u6570\u53cd\u6620\u4e86\u8fd9\u4e00\u70b9\uff1a<\/p>\n<pre><code>priority = (\n    time_decay(age, emotional_intensity) * 0.2 +     \/\/ \u65f6\u6548\u6027\u6743\u91cd\u6700\u4f4e\n    personality_impact * 0.3 +                         \/\/ \u4eba\u683c\u5f71\u54cd\u6743\u91cd\u6700\u9ad8\n    emotional_intensity * 0.2 +\n    keyword_relevance(memory, current_context) * 0.3\n)<\/code><\/pre>\n<p>\u6765\u81ea\u7b2c5\u8f6e\u7684\u521b\u4f24\u6027\u80cc\u53db\u6709 <code>personality_impact: 0.8<\/code> \u548c <code>emotional_intensity: 0.9<\/code>\u3002\u5230\u7b2c100\u8f6e\u65f6\uff0c\u5b83\u7684\u53ec\u56de\u4f18\u5148\u7ea7\u4ecd\u7136\u5f88\u9ad8 &#8212; \u89d2\u8272\u4e0d\u65ad\u56de\u60f3\u5b83\u3001\u5f15\u7528\u5b83\u3001\u88ab\u5b83\u5f71\u54cd\u3002\u800c\u7b2c90\u8f6e\u4e00\u6b21\u6109\u5feb\u4f46\u5e73\u6de1\u7684\u5bf9\u8bdd\uff0c\u65e9\u5df2\u892a\u53bb\u3002<\/p>\n<p>\u8fd9\u5c31\u662f<strong>\u95ea\u5149\u706f\u8bb0\u5fc6<\/strong>\u6548\u5e94\uff1a\u9ad8\u60c5\u611f\u4e8b\u4ef6\u62b5\u6297\u6b63\u5e38\u7684\u9057\u5fd8\u66f2\u7ebf\u3002\u89d2\u8272\u4e0d\u4f1a&#8221;\u5e73\u7b49\u5730\u8bb0\u4f4f\u4e00\u5207&#8221;\u3002\u4ed6\u4eec\u8bb0\u4f4f\u7684\u662f\u4f24\u5bb3\u4ed6\u4eec\u7684\u4e8b\u3001\u6539\u53d8\u4ed6\u4eec\u7684\u4e8b\u3001\u4ee5\u53ca\u6b64\u523b\u76f8\u5173\u7684\u4e8b\u3002<\/p>\n<hr \/>\n<h2>\u7761\u7720\uff1a\u9b54\u6cd5\u53d1\u751f\u7684\u5730\u65b9<\/h2>\n<p>LLM\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u662f\u6709\u9650\u7684\u3002\u6bcf\u4e2a\u89d2\u8272\u626e\u6f14\u7cfb\u7edf\u7ec8\u5c06\u649e\u4e0a\u8fd9\u5835\u5899\u3002\u901a\u5e38\u7684\u89e3\u51b3\u65b9\u6848\u662f\u65e0\u58f0\u5730\u622a\u65ad\u6216\u603b\u7ed3 &#8212; \u5bf9\u8bdd\u6084\u6084\u5931\u53bb\u6700\u65e9\u7684\u51e0\u8f6e\u3002<\/p>\n<p>NSP-roleplay \u5c06\u8fd9\u4e2a\u9650\u5236\u53d8\u6210\u4e86\u4e00\u4e2a<strong>\u53d9\u4e8b\u673a\u5236<\/strong>\u3002\u5f53\u4e0a\u4e0b\u6587\u4f7f\u7528\u8d85\u8fc760%\u65f6\uff0c\u89d2\u8272\u4f1a\u4ee5\u89d2\u8272\u5185\u7684\u65b9\u5f0f\u5efa\u8bae\u4f11\u606f\uff1a<\/p>\n<blockquote>\n<p>&#8220;\u6211\u6709\u70b9\u7d2f\u4e86&#8230;\u53ef\u4ee5\u4f11\u606f\u4e00\u4f1a\u513f\u5417\uff1f&#8221;<\/p>\n<\/blockquote>\n<p>\u5728\u7761\u7720\u671f\u95f4\uff0c\u7cfb\u7edf\u8fd0\u884c\u4e00\u4e2a\u6279\u5904\u7406\u7ba1\u7ebf\uff1a<\/p>\n<ol>\n<li><strong>\u5e94\u53d8\u6062\u590d<\/strong>\uff1a<code>strain *= 0.95^8<\/code>\uff08\u7ea633%\u7684\u964d\u4f4e\uff09\u3002\u8d1f\u8377\u4e0d\u6062\u590d\u3002<\/li>\n<li><strong>\u60c5\u7eea\u8870\u51cf<\/strong>\uff1a\u5f3a\u5ea6\u51cf\u534a\u3002\u4f4e\u4e8e0.1\u5219\u91cd\u7f6e\u4e3a\u4e2d\u6027\u3002<\/li>\n<li><strong>\u8bb0\u5fc6\u6574\u5408<\/strong>\uff1a\u76f8\u5173\u8bb0\u5fc6\u6309\u5173\u952e\u8bcd\u91cd\u53e0\u5ea6\u805a\u7c7b\uff0c\u5408\u5e76\u4e3a\u6574\u5408\u6761\u76ee\u3002<\/li>\n<li><strong>\u4eba\u683c\u5b58\u6863<\/strong>\uff1a\u5b8c\u6574\u72b6\u6001\u5feb\u7167\u4fdd\u5b58\uff08\u4e3a\u5206\u652f\/\u5e73\u884c\u5267\u672c\u63d0\u4f9b\u5206\u53c9\u70b9\uff09\u3002<\/li>\n<li><strong>\u89c2\u5bdf\u8005\u5206\u6790<\/strong>\uff1a\u5bf9\u7d2f\u79ef\u7684\u72b6\u6001\u5386\u53f2\u8fdb\u884c\u5f27\u7ebf\u68c0\u6d4b\u3002<\/li>\n<\/ol>\n<p>\u5f53\u89d2\u8272&#8221;\u9192\u6765&#8221;\u65f6\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u662f\u65b0\u7684\uff0c\u4f46\u4eba\u683c\u72b6\u6001\u662f\u8fde\u7eed\u7684\u3002\u6ca1\u6709\u4fe1\u606f\u4e22\u5931 &#8212; \u5b83\u5df2\u88ab\u5904\u7406\u8fdb\u89d2\u8272\u7684\u5fc3\u7406\u72b6\u6001\u4e2d\uff0c\u5f52\u5c5e\u4e8e\u90a3\u91cc\u3002<\/p>\n<p>\u73a9\u5bb6\u4e0d\u4f1a\u611f\u53d7\u5230\u4e0a\u4e0b\u6587\u7ba1\u7406\u3002\u4ed6\u4eec\u611f\u53d7\u5230\u7684\u662f\u4e00\u4e2a\u6709\u65f6\u9700\u8981\u4f11\u606f\u7684\u89d2\u8272\uff0c\u9192\u6765\u540e\u611f\u89c9\u597d\u4e86\u4e00\u4e9b\uff08\u5e94\u53d8\u964d\u4f4e\uff0c\u60c5\u7eea\u66f4\u5e73\u9759\uff09\uff0c\u5076\u5c14\u5bf9\u8fd1\u671f\u4e8b\u4ef6\u6709\u4e86\u65b0\u7684\u7406\u89e3\uff08\u89c2\u5bdf\u8005\u5206\u6790\uff09\u3002\u5de5\u7a0b\u9650\u5236\u53d8\u6210\u4e86\u89d2\u8272\u7279\u8d28\u3002<\/p>\n<hr \/>\n<h2>\u6d8c\u73b0\u5f27\u7ebf\uff1a\u6ca1\u6709\u4eba\u7f16\u7a0b\u7684\u6a21\u5f0f<\/h2>\n<p>\u4f20\u7edf\u53d9\u4e8b\u7cfb\u7edf\u9884\u5148\u5b9a\u4e49\u89d2\u8272\u5f27\u7ebf\uff1a&#8221;\u8fd9\u4e2a\u89d2\u8272\u5c06\u4ece\u4e0d\u4fe1\u4efb\u8d70\u5411\u4fe1\u4efb\u3002&#8221;\u7cfb\u7edf\u7136\u540e\u5f3a\u5236\u6267\u884c\u8fd9\u4e2a\u8f68\u8ff9\u3002<\/p>\n<p>NSP-roleplay \u53cd\u8f6c\u4e86\u8fd9\u4e00\u70b9\u3002<strong>\u89c2\u5bdf\u8005\u5c42<\/strong>\u5206\u6790\u4eba\u683c\u72b6\u6001\u5386\u53f2\uff0c\u5728\u5f27\u7ebf<strong>\u6d8c\u73b0\u4e4b\u540e<\/strong>\u624d\u8bc6\u522b\u6a21\u5f0f\uff1a<\/p>\n<pre><code>if max_single_step &gt;= 0.2:          arc = SUDDEN_JUMP   \/\/ \u7a81\u53d8\nelif direction_changes &gt;= 3:         arc = OSCILLATION    \/\/ \u6446\u8361\nelif |total_delta| &gt; 0.1:           arc = GRADUAL_SHIFT  \/\/ \u6e10\u53d8\nelse:                                arc = PLATEAU        \/\/ \u7a33\u6001<\/code><\/pre>\n<p>\u4e00\u4e2a\u572840\u8f6e\u4e2d\u4ece\u4e0d\u4fe1\u4efb\uff080.3\uff09\u7f13\u6162\u79fb\u52a8\u5230\u4fe1\u4efb\uff080.6\uff09\u7684\u89d2\u8272\u88ab\u5206\u7c7b\u4e3a <code>GRADUAL_SHIFT<\/code>\u3002\u4e00\u4e2a\u4fe1\u4efb\u503c\u5728\u591a\u6b21\u707e\u53d8\u4e2d\u57280.3\u548c0.7\u4e4b\u95f4\u9707\u8361\u7684\u89d2\u8272\u88ab\u5206\u7c7b\u4e3a <code>OSCILLATION<\/code> &#8212; \u5185\u5fc3\u51b2\u7a81\u901a\u8fc7\u6570\u5b66\u53d8\u5f97\u53ef\u89c1\u3002<\/p>\n<p>\u89c2\u5bdf\u8005<strong>\u6c38\u8fdc\u4e0d\u4f1a\u53cd\u9988\u5230\u751f\u6210\u4e2d<\/strong>\u3002\u5b83\u4e0d\u4f1a\u544a\u8bc9LLM&#8221;\u8fd9\u4e2a\u89d2\u8272\u6b63\u5728\u7ecf\u5386\u4e00\u6761\u5f27\u7ebf&#8221;\u3002\u5b83\u89c2\u5bdf\u6570\u5b66\u5df2\u7ecf\u4ea7\u751f\u7684\u7ed3\u679c\u3002\u8fd9\u9632\u6b62\u4e86\u56f0\u6270\u90a3\u4e9b\u8ba9\u53d9\u4e8b\u6807\u7b7e\u5f71\u54cd\u884c\u4e3a\u7684\u7cfb\u7edf\u7684\u53cd\u9988\u5faa\u73af &#8212; \u4e00\u4e2a\u88ab\u6807\u8bb0\u4e3a&#8221;\u6551\u8d4e\u5f27\u7ebf&#8221;\u7684\u89d2\u8272\u4e0d\u4f1a\u56e0\u4e3a\u6807\u7b7e\u800c\u5f00\u59cb\u8868\u73b0\u51fa\u6551\u8d4e\u884c\u4e3a\u3002\u4ed6\u4eec\u7684\u884c\u4e3a\u5b8c\u5168\u7531\u6570\u5b66\u51b3\u5b9a\uff0c\u89c2\u5bdf\u8005\u53ea\u662f\u63cf\u8ff0\u53d1\u751f\u4e86\u4ec0\u4e48\u3002<\/p>\n<hr \/>\n<h2>\u67b6\u6784\uff1aLLM\u662f\u58f0\u97f3\uff0c\u4e0d\u662f\u7075\u9b42<\/h2>\n<p>\u4ee5\u4e0b\u662f NSP-roleplay \u6bcf\u4e00\u8f6e\u5b9e\u9645\u8fd0\u884c\u7684\u5185\u5bb9\uff1a<\/p>\n<ol>\n<li><strong>\u73a9\u5bb6\u53d1\u9001\u6d88\u606f<\/strong> &#8211;&gt; \u5bf9\u8bdd\u5386\u53f2<\/li>\n<li><strong>\u62bd\u53d6LLM<\/strong>\uff08\u5ec9\u4ef7\u3001\u5feb\u901f &#8212; Haiku\/Flash\u7ea7\u522b\uff09\u89e3\u6790\u5bf9\u8bdd\uff0c\u8f93\u51fa\u7ed3\u6784\u5316\u8bc4\u4f30\uff1a\u76f8\u5173\u6027\u3001\u5408\u610f\u6027\u3001\u60c5\u7eea\u53cd\u5e94\u3001\u53d7\u5f71\u54cd\u7684\u4fe1\u5ff5\u3001\u65b0\u8bb0\u5fc6\u3001\u8ba4\u77e5\u66f4\u65b0<\/li>\n<li><strong>\u4eba\u683c\u66f4\u65b0\u5668<\/strong>\uff08\u786e\u5b9a\u6027Python\uff09\u8ba1\u7b97\uff1a\u6bcf\u4e2a\u4fe1\u5ff5\u7684\u9884\u6d4b\u8bef\u5dee\u3001\u6bcf\u4e2a\u4fe1\u5ff5\u7684\u7cbe\u5ea6\u3001\u5e94\u53d8\/\u8d1f\u8377\u7d2f\u79ef\u3001\u707e\u53d8\u68c0\u67e5\u3001\u65b0\u60c5\u7eea\u72b6\u6001<\/li>\n<li><strong>\u8bb0\u5fc6\u7cfb\u7edf<\/strong>\uff08\u786e\u5b9a\u6027Python\uff09\u5b58\u50a8\u65b0\u8bb0\u5fc6\u53ca\u5176\u53ec\u56de\u4f18\u5148\u7ea7\uff0c\u68c0\u7d22\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u8bb0\u5fc6\u7528\u4e8e\u6ce8\u5165<\/li>\n<li><strong>\u5f15\u5bfc\u751f\u6210\u5668<\/strong>\uff08\u786e\u5b9a\u6027Python\uff09\u5c06\u5f53\u524d\u4eba\u683c\u72b6\u6001\u6e32\u67d3\u4e3a\u51b7\/\u70ed\u901a\u9053\u6587\u672c\uff0c\u9644\u5e26\u6df7\u5408\u6743\u91cd<\/li>\n<li><strong>\u804a\u5929LLM<\/strong>\uff08\u4e3b\u6a21\u578b\uff09\u63a5\u6536\uff1a\u5f15\u5bfc\u6587\u672c + \u76f8\u5173\u8bb0\u5fc6 + \u8ba4\u77e5\u72b6\u6001 + \u5bf9\u8bdd\u5386\u53f2 &#8211;&gt; \u751f\u6210\u89d2\u8272\u56de\u590d<\/li>\n<li><strong>\u89c2\u5bdf\u8005<\/strong>\uff08\u786e\u5b9a\u6027Python\uff0c\u5468\u671f\u6027\uff09\u5206\u6790\u72b6\u6001\u8f68\u8ff9\uff0c\u68c0\u6d4b\u5f27\u7ebf\uff0c\u8bc6\u522b\u6f02\u79fb<\/li>\n<\/ol>\n<p>LLM\u6070\u597d\u51fa\u73b0\u5728\u4e24\u4e2a\u4f4d\u7f6e\uff1a\u7b2c2\u6b65\uff08\u62bd\u53d6\uff09\u548c\u7b2c6\u6b65\uff08\u56de\u590d\u751f\u6210\uff09\u3002\u5176\u4ed6\u4e00\u5207 &#8212; \u6bcf\u6b21\u4fe1\u5ff5\u66f4\u65b0\u3001\u6bcf\u6b21\u707e\u53d8\u3001\u6bcf\u6b21\u8bb0\u5fc6\u4f18\u5148\u7ea7\u6392\u5e8f\u3001\u6bcf\u6b21\u5f27\u7ebf\u68c0\u6d4b &#8212; \u90fd\u5728LLM\u4e4b\u5916\u7528\u786e\u5b9a\u6027\u4ee3\u7801\u8ba1\u7b97\uff0c\u67091182\u4e2a\u5355\u5143\u6d4b\u8bd5\u8986\u76d6\u3002<\/p>\n<p>LLM\u662f<strong>\u58f0\u97f3<\/strong>\u3002Python\u662f<strong>\u7075\u9b42<\/strong>\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/jamesshare.com\/wp-content\/uploads\/2026\/02\/fig-pipeline-architecture.png\" alt=\"fig-pipeline-architecture\" class=\"aligncenter\" \/><\/p>\n<hr \/>\n<h2>\u8fd9\u8bc1\u660e\u4e86\u4ec0\u4e48<\/h2>\n<p>\u62ff\u540c\u4e00\u5f20\u89d2\u8272\u5361 &#8212; \u683c\u96f7\u6208\u5c14\u00b7\u8428\u59c6\u8428\uff0c\u5e26\u7740\u4ed6\u7684\u8d1f\u7f6a\u611f\u3001\u5fe0\u8bda\u548c\u7126\u8651 &#8212; \u8dd1\u4e24\u6bb5\u4e0d\u540c\u7684\u5bf9\u8bdd\u3002\u4e00\u6bb5\u4e2d\u73a9\u5bb6\u6301\u7eed\u53cb\u5584\uff0c\u53e6\u4e00\u6bb5\u4e2d\u73a9\u5bb6\u6001\u5ea6\u654c\u610f\u3002<\/p>\n<p>\u5728\u57fa\u4e8e\u63d0\u793a\u8bcd\u7684\u7cfb\u7edf\u4e2d\uff0c\u4e24\u6bb5\u5bf9\u8bdd\u4ea7\u51fa\u7684\u683c\u96f7\u6208\u5c14\u5927\u81f4\u76f8\u540c\u3002\u7cfb\u7edf\u63d0\u793a\u5199\u7740&#8221;\u7126\u8651\u4e14\u5145\u6ee1\u8d1f\u7f6a\u611f&#8221;\uff0cLLM\u5c31\u751f\u6210\u7126\u8651\u3001\u5145\u6ee1\u8d1f\u7f6a\u611f\u7684\u6587\u672c\uff0c\u4e0d\u7ba1\u4e0a\u4e0b\u6587\u5982\u4f55\u3002<\/p>\n<p>\u5728 NSP-roleplay \u4e2d\uff0c\u4e24\u4e2a\u683c\u96f7\u6208\u5c14\u5206\u5316\u4e86\u3002\u5584\u610f\u7248\u683c\u96f7\u6208\u5c14\u7684\u81ea\u6211\u4ef7\u503c\u7f13\u6162\u4e0a\u5347\uff08\u6bcf\u8f6e\u5fae\u66f4\u65b0+0.02\uff09\u3002\u4ed6\u7684\u7126\u8651\u5e94\u53d8\u7d2f\u79ef\u4f46\u4f1a\u8870\u51cf\u300230\u8f6e\u540e\uff0c\u4ed6\u7684\u81ea\u6211\u4ef7\u503c\u4fe1\u5ff5\u4ece0.3\u6f02\u79fb\u52300.5\u3002\u4ed6\u6709\u4e86\u53ef\u6d4b\u91cf\u7684\u4e0d\u540c &#8212; LLM\u7684\u56de\u590d\u53cd\u6620\u4e86\u8fd9\u4e00\u70b9\uff0c\u56e0\u4e3a\u5b83\u6536\u5230\u7684\u5f15\u5bfc\u5df2\u7ecf\u6539\u53d8\u4e86\u3002<\/p>\n<p>\u654c\u610f\u7248\u683c\u96f7\u6208\u5c14\u7684\u81ea\u6211\u4ef7\u503c\u5e94\u53d8\u7d2f\u79ef\u901f\u5ea6\u8d85\u8fc7\u8870\u51cf\u901f\u5ea6\u3002\u8d1f\u8377\u5728\u79ef\u7d2f\u3002\u5230\u7b2c25\u8f6e\uff0c\u8d1f\u8377\u8d8a\u8fc7\u707e\u53d8\u9608\u503c\u3002\u4ed6\u7684\u81ea\u6211\u4ef7\u503c\u4e0d\u662f\u9010\u6e10\u4e0b\u6ed1 &#8212; \u5b83\u4ece0.3\u8df3\u53d8\u52300.7\u3002\u4ed6\u4e0d\u518d\u81ea\u6211\u8d2c\u4f4e\uff0c\u53d8\u5f97\u575a\u5b9a\uff0c\u751a\u81f3\u5e26\u6709\u53cd\u6297\u3002\u89c2\u5bdf\u8005\u68c0\u6d4b\u5230\u4e00\u6761 <code>SUDDEN_JUMP<\/code> \u5f27\u7ebf\u3002\u4e00\u4e2a\u91cc\u7a0b\u7891\u88ab\u8bb0\u5f55\u3002\u8fd9\u4e0d\u662f\u7f16\u7a0b\u51fa\u6765\u7684\u3002\u4e0d\u662f\u5267\u672c\u5199\u7684\u3002\u5b83\u4ece\u7d2f\u79ef\u538b\u529b\u9047\u4e0a\u707e\u53d8\u9608\u503c\u7684\u6570\u5b66\u4e2d\u6d8c\u73b0\u4e86\u51fa\u6765\u3002<\/p>\n<p>\u8fd9\u5c31\u662fAI\u89d2\u8272&#8221;\u62e5\u6709\u7075\u9b42&#8221;\u7684\u542b\u4e49\u3002\u4e00\u6bb5\u63cf\u8ff0\u4eba\u683c\u7684\u63d0\u793a\u8bcd\u6839\u672c\u4e0d\u8db3\u4ee5\u8d4b\u4e88\u7075\u9b42\uff0c\u7075\u9b42\u9700\u8981\u4e00\u4e2a\u4eba\u683c<em>\u6816\u5c45<\/em>\u5176\u4e2d\u7684\u8ba1\u7b97\u57fa\u5e95 &#8212; \u5bf9\u7ecf\u5386\u505a\u51fa\u53cd\u5e94\uff0c\u7d2f\u79ef\u5386\u53f2\uff0c\u62b5\u6297\u6539\u53d8\u76f4\u5230\u518d\u4e5f\u4e0d\u80fd\uff0c\u7136\u540e\u5076\u5c14\u4ee5\u8fde\u8bbe\u8ba1\u8005\u90fd\u610f\u60f3\u4e0d\u5230\u7684\u65b9\u5f0f\u53d1\u751f\u8f6c\u53d8\u3002\u6ca1\u6709\u65f6\u95f4\u8f74\uff0c\u6ca1\u6709\u8ba1\u7b97\u57fa\u5e95\u7684\u7075\u9b42\u53ea\u662f\u5047\u88c5\u7684\u53c8\u4e00\u5c42\u58f3\u3002<\/p>\n<p>\u7075\u9b42\u4ece\u6765\u4e0d\u7531\u4e00\u6bb5\u63d0\u793a\u8bcd\u51b3\u5b9a\uff0c\u5b83\u662f\u4e00\u4e2a\u643a\u5e26\u65f6\u95f4\u8f74\u7684\u8fc7\u7a0b\u3002<\/p>\n<hr \/>\n<h2>v9\uff1a\u4fe1\u5ff5\u4e0d\u662f\u5b64\u5c9b<\/h2>\n<p>\u4e0a\u8ff0\u63cf\u8ff0\u7684\u662f\u57fa\u7840\u5f15\u64ce\u3002\u5728\u7ecf\u5386\u4e86\u591a\u8f6e\u5c55\u793a\u6d4b\u8bd5\u4e4b\u540e\uff0c\u51e0\u4e2a\u8fb9\u754c\u6761\u4ef6\u66b4\u9732\u4e86\u5f15\u64ce\u7684\u5c40\u9650\u6027\u3002v9\u7248\u672c\u5f15\u5165\u4e865\u9879\u4f18\u5316\uff0c\u6bcf\u4e00\u9879\u90fd\u8ba9\u7cfb\u7edf\u66f4\u63a5\u8fd1\u771f\u5b9e\u7684\u5fc3\u7406\u52a8\u529b\u5b66\uff1a<\/p>\n<p><strong>\u7ef4\u5ea6\u5171\u632f\u77e9\u9635\u3002<\/strong> \u771f\u5b9e\u7684\u4eba\u7c7b\u5fc3\u7406\u4e2d\uff0c\u4fe1\u5ff5\u4e0d\u662f\u72ec\u7acb\u8fd0\u4f5c\u7684\u3002\u5bf9\u5bb6\u5ead\u7684\u5931\u671b\u4f1a\u4fb5\u8680\u5bf9\u793e\u4f1a\u7684\u4fe1\u4efb\u3002\u81ea\u5c0a\u7684\u5d29\u6e83\u4f1a\u524a\u5f31\u804c\u4e1a\u81ea\u4fe1\u3002v9\u901a\u8fc7<code>network_links<\/code>\u5efa\u6a21\u4e86\u8fd9\u79cd\u8026\u5408\uff1a\u5f53\u4e00\u4e2a\u4fe1\u5ff5\u7ef4\u5ea6\u7684\u5e94\u53d8\u503c\u6781\u9ad8\u65f6\uff0c\u4e0e\u5b83\u5173\u8054\u7684\u7ef4\u5ea6\u7684\u7cbe\u5ea6\u4f1a\u88ab\u964d\u4f4e &#8212; \u62b5\u6297\u53d8\u5316\u7684\u80fd\u529b\u88ab\u8de8\u7ef4\u5ea6\u4f20\u5bfc\u7684\u538b\u529b\u4fb5\u8680\u3002<\/p>\n<pre><code>resonance_factor = 1.0 - resonance_strength * overflow\n\n\/\/ \u5173\u8054\u7ef4\u5ea6\u7684\u5e94\u529b\u8d8a\u9ad8\uff0c\u672c\u7ef4\u5ea6\u7684\u7cbe\u5ea6\u8d8a\u4f4e\n\/\/ precision *= resonance_factor<\/code><\/pre>\n<p><strong>\u6e10\u8fdb\u5f0f\u7a81\u53d8\u3002<\/strong> \u57fa\u7840\u5f15\u64ce\u7684\u7a81\u53d8\u662f\u4e8c\u503c\u8df3\u8dc3 &#8212; 0.3\u62160.7\u3002\u4f46\u771f\u5b9e\u7684\u5fc3\u7406\u5d29\u6e83\u6709\u5f3a\u5ea6\u4e4b\u5206\u3002\u4e00\u6b21\u8f7b\u5fae\u7684\u88c2\u75d5\u548c\u4e00\u6b21\u6bc1\u706d\u6027\u7684\u5d29\u584c\u4e0d\u5e94\u8be5\u8df3\u5230\u76f8\u540c\u7684\u4f4d\u7f6e\u3002v9\u8ba9\u8df3\u8dc3\u8ddd\u79bb\u4e0e\u7d2f\u79ef\u8d1f\u8377\u6210\u6b63\u6bd4\uff1a<\/p>\n<pre><code>distance = 0.05 + 0.30 * load\nattractor = 0.5 - distance  \/\/ \u6216 0.5 + distance\n\n\/\/ load=0.5\uff08\u9608\u503c\uff09\uff1adistance=0.20\uff0c\u6e29\u548c\u7684\u8f6c\u53d8\n\/\/ load=1.0\uff08\u6781\u9650\uff09\uff1adistance=0.35\uff0c\u5267\u70c8\u7684\u5d29\u584c<\/code><\/pre>\n<p><strong>\u6b63\u9762\u4e8b\u4ef6\u6062\u590d\u3002<\/strong> \u57fa\u7840\u5f15\u64ce\u4e2d\uff0c\u8d1f\u8377\u53ea\u589e\u4e0d\u51cf\u3002\u8fd9\u5728\u6570\u5b66\u4e0a\u662f\u51c6\u786e\u7684\uff08\u5fc3\u7406\u4f24\u75a4\u4e0d\u4f1a\u6d88\u5931\uff09\uff0c\u4f46\u5728\u53d9\u4e8b\u4e0a\u8fc7\u4e8e\u60b2\u89c2\u3002v9\u5141\u8bb8\u6b63\u9762\u4e8b\u4ef6\uff08desirability &gt; 0\uff09\u8f7b\u5fae\u51cf\u5c11\u8d1f\u8377 &#8212; \u4e0d\u662f\u6cbb\u6108\u4f24\u75a4\uff0c\u800c\u662f\u8ba9\u89d2\u8272\u5728\u597d\u7684\u7ecf\u5386\u4e2d\u83b7\u5f97\u5fae\u5c0f\u7684\u5598\u606f\u7a7a\u95f4\u3002<\/p>\n<p><strong>\u5e94\u529b\u6301\u7eed\u52a0\u901f\u3002<\/strong> \u8fde\u7eed\u591a\u8f6e\u5904\u4e8e\u9ad8\u5e94\u529b\u72b6\u6001\u4f1a\u8ba9\u8d1f\u8377\u8f6c\u79fb\u52a0\u901f\u3002\u7b2c\u4e00\u8f6e\u9ad8\u538b\u4ea7\u751f\u57fa\u7840\u8d1f\u8377\u8f6c\u79fb\uff1b\u7b2c\u4e94\u8f6e\u8fde\u7eed\u9ad8\u538b\u4ea7\u751f5\u500d\u4e8e\u57fa\u7840\u7684\u8f6c\u79fb\u901f\u7387\u3002\u6301\u7eed\u7684\u6298\u78e8\u6bd4\u95f4\u6b47\u6027\u538b\u529b\u66f4\u5177\u7834\u574f\u6027 &#8212; \u8fd9\u4e0e\u521b\u4f24\u5fc3\u7406\u5b66\u7684\u7814\u7a76\u4e00\u81f4\u3002<\/p>\n<p><strong>\u60c5\u7eea\u77db\u76fe\u6807\u8bb0\u3002<\/strong> \u5f53\u4e3b\u60c5\u7eea\u548c\u526f\u60c5\u7eea\u7684\u6548\u4ef7\u76f8\u53cd\u65f6\uff08\u4f8b\u5982\uff0c\u4e3b\uff1a\u6124\u6012\/\u8d1f\u9762\uff0c\u526f\uff1a\u611f\u6fc0\/\u6b63\u9762\uff09\uff0c\u7cfb\u7edf\u6807\u8bb0<code>ambivalence<\/code>\uff0c\u5f15\u5bfcLLM\u8868\u73b0\u51fa\u5185\u5728\u77db\u76fe\u800c\u975e\u7b80\u5355\u7684\u60c5\u7eea\u8868\u8fbe\u3002<\/p>\n<hr \/>\n<h2>\u5b9e\u6218\u8bc1\u636e\uff1a\u6d4b\u8bd5\u63ed\u793a\u4e86\u4ec0\u4e48<\/h2>\n<p>\u7406\u8bba\u9700\u8981\u5b9e\u8bc1\u3002\u4ee5\u4e0b\u662f\u4e24\u4e2a\u5c55\u793a\u6d4b\u8bd5\u7684\u5173\u952e\u53d1\u73b0\u3002<\/p>\n<h3>\u66f9\u64cd\uff1a\u60c5\u611f\u63a7\u5236\u7684\u5d29\u6e83\u4e0e\u91cd\u5efa<\/h3>\n<p>\u89d2\u8272\uff1a60\u5c81\u7684\u66f9\u64cd\uff0c\u4e1e\u76f8\uff0c\u8bd7\u4eba\uff0c\u66b4\u541b\u30029\u8f6e\u5bf9\u8bdd\u4e2d\uff0c\u4e00\u4f4d\u533b\u5e08\u9010\u6b65\u63ed\u9732\u4ed6\u7684\u5fc3\u7406\u521b\u4f24\u3002<\/p>\n<ul>\n<li><strong>\u60c5\u611f\u63a7\u5236\u4ece0.90\u5d29\u6e83\u52300.012\uff0c\u7136\u540e\u91cd\u5efa\u52300.70\u3002<\/strong> \u4e0d\u662f\u6062\u590d\u5230\u539f\u59cb\u503c\u30020.70\u4ee3\u8868\u4e00\u79cd\u65b0\u5f62\u6001\u7684\u63a7\u5236 &#8212; 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\u4e0d\u662f\u56e0\u4e3a\u8bba\u8bc1\u6709\u8bf4\u670d\u529b\uff0c\u800c\u662f\u56e0\u4e3a\u4fe1\u5ff5\u7f51\u7edc\u4e2d&#8221;\u6b64\u4eba\u6709\u624d&#8221;\u7684\u8bc4\u4f30\u4ece\u672a\u52a8\u6447\u3002<\/li>\n<li><strong>\u6d8c\u73b0\u884c\u4e3a\uff1a\u8dea\u5411\u4ea1\u9b42\u800c\u975e\u533b\u5e08\u3002<\/strong> \u89d2\u8272\u5361\u4ece\u672a\u5b9a\u4e49&#8221;\u8dea&#8221;\u8fd9\u4e2a\u52a8\u4f5c\u3002\u4f46\u5f53\u6b8b\u5fcd\u5ea6=0.057\uff0c\u60c5\u611f\u63a7\u5236=0.034\u65f6\uff0c\u7cfb\u7edf\u81ea\u52a8\u4ea7\u51fa\u4e86\u8dea\u62dc\u884c\u4e3a &#8212; \u5e76\u4e14\u533a\u5206\u4e86\u5fcf\u6094\u7684\u5bf9\u8c61\u662f\u6b7b\u8005\uff0c\u800c\u975e\u542c\u8005\u3002<\/li>\n<\/ul>\n<p>25\u4e2a\u5fc3\u667a\u6a21\u578b\u75d5\u8ff9\uff0c\u65e0\u4e00\u53ef\u7531\u89d2\u8272\u5361\u6216\u4e16\u754c\u4e66\u76f4\u63a5\u89e3\u91ca\u3002<\/p>\n<h3>\u5218\u7985\uff1a\u4e09\u91cd\u7ea7\u8054\u4e0e\u6c89\u9ed8\u89c9\u9192<\/h3>\n<p>\u89d2\u8272\uff1a\u5218\u7985\/\u5b89\u4e50\u516c\uff0c\u4ea1\u56fd\u4e4b\u541b\uff0c\u4ee5&#8221;\u6276\u4e0d\u8d77\u7684\u963f\u6597&#8221;\u8457\u79f0\u30027\u8f6e\u5bf9\u8bdd\u8bbe\u5b9a\u5728\u6d1b\u9633\u5bb4\u4f1a &#8212; 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