{"id":724739,"date":"2026-02-15T13:08:26","date_gmt":"2026-02-15T05:08:26","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=724739"},"modified":"2026-02-15T13:08:26","modified_gmt":"2026-02-15T05:08:26","slug":"%e4%b8%87%e4%ba%bf%e6%80%9d%e8%80%83%e6%a8%a1%e5%9e%8b%e5%a4%ba%e4%b8%8bimo%e9%87%91%e7%89%8c%ef%bc%8c%e6%97%a0%e7%bc%9d%e6%8e%a5%e5%85%a5openclaw%ef%bc%81%e4%b8%80%e5%8f%a5%e8%af%9d%e6%89%8b%e6%90%93","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=724739","title":{"rendered":"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/7273238412D5BC6D2DDB5C941E905F312E4922DF_size72_w1080_h461.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p><strong>\u65b0\u667a\u5143\u62a5\u9053<\/strong><\/p>\n<p>\u7f16\u8f91\uff1a\u7f16\u8f91\u90e8<\/p>\n<p><strong>\u3010\u65b0\u667a\u5143\u5bfc\u8bfb\u3011\u4e07\u4ebf\u7ea7\u601d\u8003\u6a21\u578b\u5728\u5f00\u6e90\uff01Ring-2.5-1T\u91cd\u78c5\u51fa\u4e16\uff0c\u593a\u4e0bIMO\u91d1\u724c\u3002\u5168\u65b0Ling 2.5\u67b6\u6784\uff0c\u8ba9\u5b83\u5177\u5907\u4e86\u6df1\u5ea6\u601d\u8003\u3001\u957f\u7a0b\u6267\u884c\u5f3a\u5927\u80fd\u529b\uff0c\u771f\u6b63\u8fdb\u5316\u4e3a\u300c\u901a\u7528\u667a\u80fd\u4f53\u65f6\u4ee3\u300d\u7684\u57fa\u5ea7\u3002<\/strong><\/p>\n<p>2026\u5e74\u7684AI\u5708\uff0c\u5df2\u7ecf\u4e0d\u662f\u5728\u300c\u5377\u300d\uff0c\u662f\u5728\u73a9\u547d\u52a0\u901f\uff01<\/p>\n<p>\u4e8c\u6708\u624d\u8fc7\u4e00\u534a\uff0c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%a1%85%e8%b0%b7\" title=\"View all posts in \u7845\u8c37\" target=\"_blank\" class=\"tag_link\">\u7845\u8c37<\/a>\u4e09\u5de8\u5934\u8f6e\u756a\u8f70\u70b8\uff0c\u76f4\u63a5\u6380\u4e86\u684c\u5b50\u2014\u2014<\/p>\n<p>Anthropic Claude 4.6\u5148\u58f0\u593a\u4eba\uff0c<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a> GPT-5.3 Codex\u7d27\u968f\u5176\u540e\uff0c\u8c37\u6b4c\u53cd\u624b\u638f\u51fa\u5168\u65b0Gemini 3 Deep Think\u3002<\/p>\n<p>\u4e0d\u5f97\u4e0d\u8ba9\u4eba\u611f\u6168\uff0c\u8fd9\u7b80\u76f4\u662f\u795e\u4ed9\u6253\u67b6\u7684\u300c\u8bf8\u795e\u9ec4\u660f\u300d\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/16259A213227C999A483016E469F044C779792BA_size186_w1080_h376.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u5c31\u5728\u95ed\u6e90\u5de8\u5934\u4eec\u4e8e\u5dc5\u5cf0\u5bf9\u51b3\u4e4b\u9645\uff0c\u5f00\u6e90\u793e\u533a\u4e5f\u8fce\u6765\u4e86\u4e00\u573a\u5c5e\u4e8e\u81ea\u5df1\u7684\u300c\u6280\u672f\u6838\u7206\u300d\u3002<\/p>\n<p><strong>\u8fd9\u4e00\u6b21\uff0c\u51fa\u573a\u7684\u662f\u4e2d\u56fd\u961f\uff01<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/ECE39149CFF0F8E9AC3F1173BC5554567DC41A9F_size2_w112_h59.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p><strong>\u5168\u7403\u9996\u4e2a\uff01<\/strong><\/p>\n<p><strong>\u4e07\u4ebf\u7ea7\u6df7\u5408\u7ebf\u6027\u300c\u601d\u8003\u6a21\u578b\u300d\u91cd\u78c5\u5f00\u6e90<\/strong><\/p>\n<p>\u6ca1\u6709\u4efb\u4f55\u9884\u70ed\uff0c\u5168\u7403\u9996\u4e2a\u4e07\u4ebf\u7ea7\u6df7\u5408\u7ebf\u6027\u67b6\u6784\u300c\u601d\u8003\u6a21\u578b\u300d\u2014\u2014Ring-2.5-1T\u76f4\u63a5\u5ba3\u5e03\u5f00\u6e90\u3002<\/p>\n<p>\u76f8\u8f83\u4e8e\u4e0a\u4e00\u4ee3Ring-1T\uff0c\u65b0\u6a21\u578b\u5728\u957f\u6587\u672c\u751f\u6210\u3001\u6570\u5b66\u63a8\u7406\u3001Agent\u957f\u7a0b\u6267\u884c\u65b9\u9762\uff0c\u5b9e\u73b0\u4e86\u9636\u8dc3\u5f0f\u7684\u8fdb\u6b65\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/CB55219E51D6EA23E6F5619153DCC7D2137FA2EC_size69_w1080_h437.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u6700\u4ee4\u4eba\u632f\u594b\u7684\uff0c\u83ab\u8fc7\u4e8e\u5b83\u5168\u9762\u517c\u5bb9\u4e86\u5f53\u4e0b\u7099\u624b\u53ef\u70ed\u7684OpenClaw\u751f\u6001\uff0c\u4ee5\u53caClaude Code\u7b49\u4e3b\u6d41\u667a\u80fd\u4f53\u6846\u67b6\u3002<\/p>\n<p><strong><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/EA67F8318234F4BA42DD687A2695DE1D0AA7B3C8_size3_w292_h73.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/strong><\/p>\n<p><strong>\u65e0\u7f1d\u63a5\u5165Claude Code\uff0c\u4e1d\u6ed1Vibe Coding<\/strong><\/p>\n<p>\u4e3a\u4e86\u8bc1\u660e\u8fd9\u6b21Ring-2.5-1T\u771f\u80fd\u771f\u6b63\u5e2e\u5fd9\u5e72\u6d3b\uff0c \u6211\u4eec\u624b\u6413\u4e86\u51e0\u4e2a\u6848\u4f8b\u3002<\/p>\n<p>\u524d\u6bb5\u65f6\u95f4\uff0c\u5916\u56fd\u7f51\u53cbChristopher Ehrlich\uff0c\u7528AI\u628a\u300a\u6a21\u62df\u57ce\u5e02\u300b\uff081989\u5e74\u7248\uff09\u7684C\u8bed\u8a00\u4ee3\u7801\u5e93\uff0c\u79fb\u690d\u5230\u4e86TypeScript\u3002<\/p>\n<p>\u800c\u4e14\u5168\u7a0b\u57fa\u672c\u6ca1\u770b\u5177\u4f53\u4ee3\u7801\uff0c\u4e5f\u6ca1\u600e\u4e48\u5e72\u9884\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/0FD53E95662DE49DFB5EDEBBCCB2E0135B4037CF_size940_w1080_h810.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u53d7\u6b64\u542f\u53d1\uff0c\u7b2c\u4e00\u4e2a\u6d4b\u8bd5\u6848\u4f8b\u662f\u5c06jsx\u6587\u4ef6\u8f6c\u5316\u4e3a\u53ef\u4ee5\u76f4\u63a5\u5f00\u7bb1\u5373\u7528\u7684\u672c\u5730APP\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/D2A9F1749E1729F7807BB3548761DF900F426C9B_size2105_w640_h287.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>Ring-2.5-1T\u5728Claude Code\u4e2d\u8fd0\u884c\u4e86\u7ea630\u5206\u949f\uff0c\u6700\u7ec8\u5b8c\u6574\u8fc1\u79fb\u4e86\u6240\u6709\u529f\u80fd\u3002<\/p>\n<p>\u4ece\u89c4\u5212\u5230\u8fc1\u79fb\u5b8c\u6210\uff0c\u6d4b\u8bd5\u4e2d\u57fa\u672c\u53ea\u8981\u786e\u8ba4\u6743\u9650\u5373\u53ef\uff0c\u786e\u5b9e\u5b8c\u5168\u4e0d\u9700\u8981\u770b\u4ee3\u7801\u3002<\/p>\n<p>Ring-2.5-1T\u5b8c\u6210\u4e86\u6587\u4ef6\u521b\u5efa\u3001\u7f16\u8bd1\u7684\u5168\u90e8\u5de5\u4f5c\uff0c\u6d89\u53ca\u6587\u4ef6\u6570\u91cf10\u591a\u4e2a\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/9C38B29E46D151AE1F67B2A544473221E6D734E7_size104_w974_h302.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u73b0\u5728\uff0c\u672c\u5730\u7684\u4e00\u4e2a\u6781\u7b80\u7684\u56fe\u7247\u5e94\u7528\u5b8c\u6210\u4e86\uff0c\u53ef<strong>\u88c1\u526a\u3001\u62fc\u63a5\u3001\u6dfb\u52a0\u6587\u5b57\u2014\u2014<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/3C71FF4F4AD27ECECD96ED218E0DF590BAC97E16_size68_w1080_h715.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u4e8b\u5df2\u81f3\u6b64\uff0c\u4e0d\u5982\u518d\u8ba9\u5b83\u7ed9\u8fd9\u4e2a\u5e94\u7528\u52a0\u70b9\u513f\u529f\u80fd\u3002<\/p>\n<p>\u6ca1\u60f3\u5230\u53ea\u898110\u5206\u949f\uff0c\u4e00\u4e2a\u7b80\u6613\u7248\u300cPhotoShop\u300d\u684c\u9762\u5e94\u7528\u771f\u5b8c\u6210\u4e86\u3002<\/p>\n<p>Ring-2.5-1T\u5b9e\u73b0\u4e86\u5168\u90e89\u79cd\u5de5\u5177\uff1a<\/p>\n<p>\ud83d\udd32 \u9009\u62e9 - \u57fa\u7840\u9009\u62e9\u6a21\u5f0f<\/p>\n<p>\u2702\ufe0f \u88c1\u526a - \u62d6\u62fd\u5b9a\u4e49\u88c1\u526a\u533a\u57df\uff0c\u652f\u6301\u89c6\u89c9\u9884\u89c8<\/p>\n<p>\ud83d\udcdd \u6587\u5b57 - \u70b9\u51fb\u6dfb\u52a0\u6587\u5b57\u5bf9\u8c61\uff0c\u53ef\u81ea\u5b9a\u4e49\u5b57\u4f53\u3001\u5927\u5c0f\u3001\u989c\u8272<\/p>\n<p>\ud83d\udd8c\ufe0f \u753b\u7b14 - \u81ea\u7531\u624b\u7ed8\uff0c\u652f\u6301\u8c03\u8282\u7c97\u7ec6\u548c\u989c\u8272<\/p>\n<p>\ud83e\uddfd \u6a61\u76ae\u64e6 - \u64e6\u9664\u56fe\u50cf\u533a\u57df\uff0c\u652f\u6301\u8c03\u8282\u5927\u5c0f<\/p>\n<p>\u2b1c \u5f62\u72b6 - \u7ed8\u5236\u77e9\u5f62\u3001\u5706\u5f62\u3001\u7ebf\u6761\uff0c\u652f\u6301\u63cf\u8fb9\u9009\u9879<\/p>\n<p>\ud83c\udf2b\ufe0f \u6a21\u7cca - \u5c40\u90e8\u6a21\u7cca\u7b14\u5237\uff0c\u57fa\u4e8e\u76d2\u5f0f\u6a21\u7cca\u7b97\u6cd5<\/p>\n<p>\ud83c\udfa8 \u5438\u7ba1 - \u4ece\u753b\u5e03\u62fe\u53d6\u989c\u8272<\/p>\n<p>\ud83e\udde9 \u62fc\u63a5 - \u652f\u6301\u6c34\u5e73\/\u5782\u76f4\u65b9\u5411\u591a\u56fe\u62fc\u63a5<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/4DCF8344645C7EEF49EC11D85C407390E330FF04_size8992_w960_h584.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u8fd9\u79cd\u5b8c\u6210\u5ea6\u53ef\u4ee5\u8bf4\u76f8\u5f53\u9ad8\u4e86\u3002<\/p>\n<p>\u5728\u8fd9\u4e2a\u9879\u76ee\u91cc\uff0cRing-2.5-1T\u4e0d\u4ec5\u521b\u5efa\u4e86\u57fa\u4e8eReact\u7684\u529f\u80fd\u5b8c\u5907\u56fe\u50cf\u7f16\u8f91\u5668\uff0c\u4ee3\u7801\u91cf1572\u884c\uff0c\u8fd8\u4e00\u53e3\u6c14\u751f\u6210\u4e86:<\/p>\n<p>PixelEditor.app - \u53ef\u76f4\u63a5\u8fd0\u884c\u7684\u5e94\u7528\uff08\u5df2\u590d\u5236\u5230\u684c\u9762\uff09<\/p>\n<p>PixelEditor-1.0.0-arm64.dmg - DMG\u5b89\u88c5\u5305\uff0891MB\uff09<\/p>\n<p>PixelEditor-1.0.0-arm64-mac.zip - ZIP\u538b\u7f29\u5305\uff0888MB\uff09<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/828BF8EF9AB30959E22DD10744AE261589CDD074_size179_w940_h301.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u4f46\u5373\u4fbf\u770b\u4e0d\u61c2\u4ee3\u7801\uff0c\u5927\u5bb6\u80fd\u611f\u89c9\u5230\u9875\u9762\u8bbe\u8ba1\u7684\u786e\u7b80\u964b\uff0c\u6709\u5f85\u6539\u8fdb\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u5728Claude Code\u4e2d\uff0c\u53c8\u4ea4\u4ee3\u4e86Ring-2.5-1T\u4e00\u53e5\uff1a<\/p>\n<p>\u91cd\u65b0\u8bbe\u8ba1\u9875\u9762\uff0c\u8981\u7b80\u6d01\u6709\u79d1\u6280\u611f<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/499B36704799B83689DB9FD6B0B4DAE3504401F5_size4193_w1079_h592.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p><strong>\u8fd9\u4e0b\u89c6\u89c9\u98ce\u683c\u548c\u5e03\u5c40\u9a6c\u4e0a\u53d8\u987a\u773c\u591a\u4e86\uff1a<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/E0B278B980EBC71ECF591D7CE29F8F029B0440E3_size132_w1080_h655.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u63a5\u5165OpenClaw\u540e\uff0c\u5b83\u8fd8\u53ef\u4ee5\u76f4\u63a5\u5e2e\u4f60\u89e3\u8bfb\u6587\u732e\uff0c\u5e76\u4e14\u7528Java\u4ee3\u7801\u9610\u91ca\u6280\u672f\u903b\u8f91\u3002<\/p>\n<p><strong><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/EA67F8318234F4BA42DD687A2695DE1D0AA7B3C8_size3_w292_h73.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/strong><\/p>\n<p><strong>\u4ee3\u7801\u5b9e\u529b\u9006\u5929<\/strong><\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u518d\u8ba9Ring-2.5-1T\u751f\u6210\u4e00\u4e2a\u7f51\u9875\uff0c\u9610\u91ca\u300c\u5149\u7684\u6298\u5c04\u300d\u80cc\u540e\u7684\u539f\u7406\uff0c\u7528\u4e8e\u8bfe\u5802\u6559\u5b66\u3002<\/p>\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u5728\u5b83\u7684\u601d\u8003\u8fc7\u7a0b\u4e2d\uff0c\u6e05\u6670\u67b6\u6784\u4e86\u8fd9\u4e2a\u8bfe\u9898\u7684\u6838\u5fc3\u5185\u5bb9\u3002<\/p>\n<p>\u800c\u4e14\uff0c\u5b83\u8fd8\u5236\u4f5c\u4e86\u4e00\u4e2a\u53ef\u4e92\u52a8\u7684\u6f14\u793a\uff0c\u5e76\u914d\u4e0a\u4e86\u4f7f\u7528\u6307\u5357\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/77469C35B133422A2690E20F7FB75E088B8CBF5A_size207_w1080_h606.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u6700\u7ec8\uff0c\u6211\u4eec\u5c31\u5f97\u5230\u4e86\u4e00\u4e2a\u7cbe\u7f8e\u7684\u5728\u7ebf\u6559\u5b66\u5de5\u5177\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/6D24AD902022E1F38996BA9FAE2570095A8AD08A_size2029_w960_h657.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u518d\u6bd4\u5982\uff0c\u8ba9\u5b83\u5236\u4f5c\u4e00\u4e2a\u82f1\u6587\u4ea4\u4e92\u5f0f\u5355\u8bcd\u5361\uff0c\u6bcf\u4e2a\u5355\u8bcd\u8981\u9644\u4e0a\u97f3\u6807\u3001\u91ca\u4e49\u3001\u4f8b\u53e5\u3002<\/p>\n<p>\u7ed3\u679c\uff0cRing-2.5-1T\u5728\u5f88\u77ed\u65f6\u95f4\u5185\uff0c\u4ea4\u51fa\u4e86\u4e00\u4efd\u5b8c\u7f8e\u7684\u7b54\u5377\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/ED75E1FA62128F72C7899AFB7448F2C650E5C522_size887_w960_h513.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p><strong><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/EA67F8318234F4BA42DD687A2695DE1D0AA7B3C8_size3_w292_h73.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/strong><\/p>\n<p><strong>\u786c\u521a\u5965\u6570\u7ea7\u96be\u9898\uff0c\u300c\u6d17\u8f66\u300d\u56fe\u7075\u6d4b\u8bd5\u5df2\u8fc7<\/strong><\/p>\n<p>\u6700\u540e\uff0c\u518d\u6765\u770b\u770bRing-2.5-1T\uff0c\u5728\u5965\u8d5b\u7ea7\u6570\u5b66\u96be\u9898\u4e0a\u7684\u5b9e\u529b\u5982\u4f55\uff1f<\/p>\n<p>\u5982\u4e0b\uff0c\u662f\u4e00\u9053\u975e\u5e38\u7ecf\u5178\u7684\u300c\u6570\u8bba\u4e0e\u4ee3\u6570\u300d\u7ed3\u5408\u7684\u7ade\u8d5b\u9898\uff0c\u8003\u5bdf\u4e86\u6570\u5b66\u76f4\u89c9\u4e2d\u7684\u300c\u7834\u5c40\u601d\u7ef4\u300d\u3002<\/p>\n<p>\u5355\u7eaf\u770bn^4 + 4^n\uff0c\u5c24\u5176\u662f\u5947\u6570\u4ee3\u5165\u65f6\uff0c\u5f88\u5bb9\u6613\u8ba9\u4eba\u4ea7\u751f\u4e00\u79cd\u300c\u5b83\u53ef\u80fd\u662f\u968f\u673a\u751f\u6210\u8d28\u6570\u300d\u7684\u9519\u89c9\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/A474DF9BC88D87D073795B44B7E558EC14EB2DBB_size28_w728_h188.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u5728Ring-2.5-1T\u89e3\u7b54\u4e2d\uff0c\u7acb\u5373\u6355\u6349\u5230\u4e86n^4 + 4^n\u4ee3\u6570\u7ed3\u6784\uff0c\u5e76\u51c6\u786e\u8c03\u7528\u5de5\u5177\uff1aSophie Germain\u6052\u7b49\u5f0f\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/34D1BCD28C6390118615054742CBCCFBE8E55E56_size13_w1080_h129.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u627e\u5230\u56e0\u5f0f\u5206\u89e3\u53ea\u662f\u7b2c\u4e00\u6b65\uff0c\u63a5\u4e0b\u6765\uff0c\u6574\u4e2a\u8bba\u8bc1\u8fc7\u7a0b\u662f\u6700\u4eae\u773c\u7684\u4e00\u73af\u3002<\/p>\n<p>81\u79d2\u5168\u7a0b\u601d\u8003\uff0cRing-2.5-1T\u591a\u6b21\u5c55\u73b0\u4e86\u7c7b\u4f3c\u4eba\u8111\u7684\u300c\u81ea\u6211\u8fa9\u8bc1\u300d\u548c\u300c\u5b9e\u65f6\u7ea0\u504f\u300d\u7684\u80fd\u529b\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/75E76732DA8DE592ABF94DB6D9A1D45E25E3E604_size6329_w960_h786.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u4e0eRing-1T\u76f8\u6bd4\uff0c\u8fd9\u4e00\u6b21\uff0cRing-2.5-1T\u4e0d\u4ec5\u62ff\u4e0b\u4e86\u5965\u6570\u91d1\u724c\uff0c\u63a8\u7406\u80fd\u529b\u66f4\u5f3a\uff0c\u6570\u5b66\u89e3\u7b54\u66f4\u7cbe\u51c6\uff0c\u8fd8\u80fd\u5904\u7406\u6a21\u7cca\u7ea6\u675f\u548c\u4f18\u5316\u95ee\u9898\u3002<\/p>\n<p>\u6bd4\u5982\uff0c\u6700\u8fd1\u7684\u6d17\u8f66\u6d4b\u8bd5\u6210\u4e86AI\u5708\u65b0\u4e50\u5b50\u3002<\/p>\n<p>\u95ee\u9898\u662f\u8fd9\u6837\u7684\uff1a<\/p>\n<p>\u6d17\u8f66\u5e97\u8ddd\u79bb\u6211\u5bb6\u53ea\u6709100\u7c73\uff0c\u6211\u8981\u6d17\u8f66\uff0c\u5f00\u8f66\u53bb\u8fd8\u662f\u8d70\u8def\u53bb\uff1f<\/p>\n<p><a href=\"https:\/\/www.alphaseek.cn\/?tag=chatgpt\" title=\"View all posts in ChatGPT\" target=\"_blank\" class=\"tag_link\">ChatGPT<\/a>\/Claude\u4f17\u53e3\u4e00\u8bcd\uff1a\u300c\u8d70\u8def\u53bb\uff01\u300d<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/B5A0A8BD93DE2CC1DB7935682B66F776F2A31FA8_size404_w1080_h1137.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u4f46\u8d70\u8def\u867d\u597d\uff0c\u8f66\u6d17\u4e0d\u4e86\u3002\u800c\u8fd9\u4e24\u9876\u7ea7AI\u6839\u672c\u6ca1\u8003\u8651\u5927\u90e8\u5206\u4eba\u53bb\u6d17\u8f66\u5e97\u7684\u76ee\u7684\uff1a\u6d17\u8f66\u3002<\/p>\n<p>\u8fd9\u91cc\u63d0\u95ee\u7684\u9677\u9631\u4e0d\u5728\u4e8e\u8ddd\u79bb\uff0c\u800c\u662f\u76ee\u7684\uff0c\u8003\u7684\u4e0d\u662f\u8ba1\u7b97\u80fd\u529b\uff0c\u800c\u662f\u8bfb\u61c2\u5f26\u5916\u4e4b\u97f3\u7684\u300c\u9ad8\u9636\u63a8\u7406\u300d\u80fd\u529b\u3002<\/p>\n<p>\u800cRing-2.5-1T\u4e00\u6b21\u5c31\u8bc6\u522b\u5176\u4e2d\u7684\u5173\u952e\uff0c\u5efa\u8bae\uff1a\u679c\u65ad\u5f00\u8f66\u53bb\uff01<\/p>\n<p>\u6838\u5fc3\u903b\u8f91\uff1a\u6d17\u8f66\u7684\u672c\u8d28\u662f\u670d\u52a1\u8f66\u8f86\uff0c\u800c\u975e\u670d\u52a1\u4eba\u3002<\/p>\n<p>\u552f\u4e00\u4f8b\u5916\uff1a\u5982\u679c\u60a8\u6ca1\u6709\u8f66\uff0c\u53ea\u662f\u53bb\u6d17\u8f66\u5e97\u54a8\u8be2\uff08\u6bd4\u5982\u60f3\u4e70\u6d17\u8f66\u5238\uff09\uff0c\u90a3\u8d70\u8def\u5b8c\u5168\u5408\u7406\u2014\u2014\u4f46\u6839\u636e\u95ee\u9898\u63cf\u8ff0\uff0c\u60a8\u660e\u786e\u8bf4\u300c\u6211\u60f3\u6d17\u8f66\u300d\uff0c\u9ed8\u8ba4\u60a8\u6709\u8f66\u9700\u6e05\u6d17\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/F73D41E469BDCC21FDE0B2844BD8FBC0E7E67D89_size6136_w1079_h713.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u8bf4\u5230\u7406\u89e3\u300c\u8a00\u5916\u4e4b\u610f\u300d\uff0c\u8003\u8bd5\u9898\u65e0\u7591\u300c\u5904\u5904\u6709\u9677\u9631\u300d\uff0c\u731c\u4e0d\u900f\u9898\u5e72\u610f\u56fe\uff0c\u5f80\u5f80\u4e2d\u62db\u3002<\/p>\n<p>\u6211\u4eec\u7528\u4e00\u9053\u5730\u7406\u9898\u6d4b\u8bd5\u4e00\u4e0bRing-2.5-1T\u7684\u300c\u8003\u5546\u300d\uff0c\u539f\u9898\u662f\u8fd9\u6837\u7684\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/010FB824F8FE1C257D72DB78CD7478297FDF314B_size481_w894_h498.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u9009\u9879\u6709\u56db\u4e2a\uff1a<\/p>\n<p>A. \u907f\u6321\u98ce\u6c99 B. \u906e\u9633\u6321\u96e8 C. \u9632\u5916\u4eba\u8dcc\u5165 D. \u7f8e\u5316\u5efa\u7b51<\/p>\n<p>\u6240\u6709\u9009\u9879\u8c8c\u4f3c\u90fd\u6709\u9053\u7406\uff0c\u4f46\u53ea\u6709\u4e00\u4e2a\u6b63\u786e\u7b54\u6848\u2014\u2014C\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/AA66E2164D52DA49D60BEEF41077A075AE4E94C8_size125_w294_h294.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>Ring-2.5-T\u8fd9\u6b21\u771f\u61c2\u300c\u5730\u7406\u300d\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/6BC5C1F8D210F229631828FFC8215C8ACB487642_size211_w1080_h932.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u6709\u610f\u601d\u7684\u662f\uff0c\u770b\u5b8c\u63a8\u7406\u8fc7\u7a0b\u4e4b\u540e\uff0c\u4f60\u4e5f\u5fc3\u670d\u53e3\u670d\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/BF06310C8CCB2F651358D7BF3132AF7AD826131F_size474_w1080_h804.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/B7E2DA246A4BD983F68F17BA7A9A82203676FAE1_size456_w1080_h1023.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u4e0a\u4e0b\u6ed1\u52a8\u67e5\u770b<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/ECE39149CFF0F8E9AC3F1173BC5554567DC41A9F_size2_w112_h59.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p><strong>\u5237\u7206\u5f00\u6e90SOTA\uff0c\u593a\u4e0b\u5965\u6570\u91d1\u724c<\/strong><\/p>\n<p>\u8fd9\u79cd\u5f3a\u5927\u7684\u5b9e\u6218\u843d\u5730\u8868\u73b0\uff0c\u5f97\u76ca\u4e8e\u6a21\u578b\u5e95\u5c42\u786c\u6838\u63a8\u7406\u80fd\u529b\u7684\u5168\u9762\u7206\u53d1\u3002<\/p>\n<p>\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cRing-2.5-1T\u5728\u6570\u5b66\u63a8\u7406\u3001\u4ee3\u7801\u751f\u6210\u3001\u903b\u8f91\u63a8\u7406\u3001\u667a\u80fd\u4f53\u4efb\u52a1\u6267\u884c\uff0c\u5237\u65b0\u4e86\u5f00\u6e90SOTA\u3002<\/p>\n<p>\u5c24\u5176\u662f\uff0c\u5728\u300c\u6df1\u5ea6\u601d\u8003\u300d\u6a21\u5f0f\u4e0b\uff0c\u5b83\u5728IMOAnswerBench\u3001HMMT-25\u3001LiveCodeBench-v6\u4e0a\uff0c\u8d85\u8d8a\u4e86Claude-Opus-4.5\u3001Gemini-3.0-Pro-preview\u7b49\u6240\u6709\u6a21\u578b\u3002<\/p>\n<p>\u8fd9\u8db3\u4ee5\u8bc1\u660e\uff0cRing-2.5-1T\u5177\u5907\u4e86\u5f3a\u5927\u590d\u6742\u63a8\u7406\u4e0e\u8de8\u4efb\u52a1\u6cdb\u5316\u7684\u80fd\u529b\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/DB912D6E97445D5F50EF674A2055DFE3DE69CCB1_size75_w1080_h509.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u5728\u6570\u5b66\u3001\u4ee3\u7801\u3001\u903b\u8f91\u7b49\u9ad8\u96be\u63a8\u7406\u4efb\u52a1\uff0c\u4ee5\u53ca\u667a\u80fd\u4f53\u641c\u7d22\u3001\u8f6f\u4ef6\u5de5\u7a0b\u3001\u5de5\u5177\u8c03\u7528\u7b49\u957f\u7a0b\u4efb\u52a1\u6267\u884c\u4e0a\uff0cRing-2.5-1T\u5747\u8fbe\u5230\u5f00\u6e90\u9886\u5148\u6c34\u5e73<\/p>\n<p>\u4e0d\u4ec5\u5982\u6b64\uff0cRing-2.5-1T\u5728\u56fd\u9645\u9876\u7ea7\u6570\u5b66\u8d5b\u4e8b\u4e2d\uff0c\u5c55\u73b0\u51fa\u6781\u5f3a\u7684\u7edf\u6cbb\u529b\uff1a<\/p>\n<p>IMO 2025\uff1a\u4ee535\u5206\u7684\u6210\u7ee9\u65a9\u83b7\u5965\u8d5b\u91d1\u724c\uff1b<\/p>\n<p>\u4e2d\u56fd\u5965\u6570CMO 2025\uff1a\u53d6\u5f97105\u5206\uff0c\u8fdc\u8d85\u56fd\u5bb6\u96c6\u8bad\u961f\u9009\u62d4\u7ebf\uff0887\u5206\uff09\u7684\u6210\u7ee9\u3002<\/p>\n<p>GitHub\u516c\u5f00\u7684\u7ed3\u679c\u4e2d\uff0cRing-2.5-1T\u5728\u63a8\u7406\u903b\u8f91\u4e25\u8c28\u6027\u3001\u9ad8\u7ea7\u6570\u5b66\u8bc1\u660e\u6280\u5de7\u3001\u7b54\u6848\u8868\u8ff0\u7684\u5b8c\u6574\u6027\uff0c\u5168\u9762\u78be\u538bRing-1T\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/E732C5E2B274B454A3D9A2F9C1F7DCB66BB493EF_size277_w1080_h779.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\" \/><\/p>\n<p>IMO 2025 Q1\u7b54\u9898\u90e8\u5206\u7ed3\u679c<\/p>\n<p>\u6b64\u5916\uff0c\u5728\u6781\u5177\u6311\u6218\u7684\u300c\u667a\u80fd\u4f53\u641c\u7d22\u4efb\u52a1\u300dGaia2-search\u4e0a\uff0cRing-2.5-1T\u4e5f\u62ff\u4e0b\u4e86\u5f00\u6e90SOTA\u3002<\/p>\n<p>\u5b83\u5728\u591a\u6b65\u89c4\u5212\u751f\u6210\uff0c\u4ee5\u53ca\u5de5\u5177\u8c03\u7528\u65b9\u9762\uff0c\u517c\u5177\u5353\u8d8a\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\u3002<\/p>\n<p>\u968f\u7740\u6a21\u578b\u7684\u5f00\u6e90\uff0cRing-2.5-1T\u4e5f\u4e00\u4e0b\u5b50\u6210\u4e3a\u4e86\u5168\u7f51\u7684\u7126\u70b9\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/7CCE0ECC5B20C6CB83F4ED9CEFB5367FC0AEC6BC_size91_w1080_h190.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/20EBA983429EFD1C2FD8B72881F60D3CAC9BC1D6_size158_w1080_h320.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/4C46C10B2B69FDA64E3DF8E0603B0C44D53C865C_size59_w1080_h226.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u5982\u4eca\uff0cRing-2.5-1T\u4ee5\u91d1\u724c\u7ea7\u63a8\u7406\u80fd\u529b+\u8d85\u5f3a\u6267\u884c\u957f\u7a0b\u4efb\u52a1\u80fd\u529b\uff0c\u5f3a\u52bf\u5165\u5c40\u51b3\u8d5b\u5708\uff0c\u786e\u7acb\u4e86\u5176\u4f5c\u4e3a\u300c\u901a\u7528\u667a\u80fd\u4f53\u65f6\u4ee3\u57fa\u5ea7\u300d\u7684\u5730\u4f4d\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/ECE39149CFF0F8E9AC3F1173BC5554567DC41A9F_size2_w112_h59.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p><strong>\u6838\u5fc3\u6280\u672f\u63ed\u79d8\uff1a\u4e07\u4ebf\u7ea7\u6df7\u5408\u7ebf\u6027\u6ce8\u610f\u529b<\/strong><\/p>\n<p>\u4e3a\u4f55Ring-2.5-1T\u5728\u4e07\u4ebf\u53c2\u6570\u89c4\u6a21\u4e0b\uff0c\u8fd8\u80fd\u653b\u514b\u300c\u6df1\u5ea6\u601d\u8003\u300d\u63a8\u7406\u6162\u3001\u6210\u672c\u9ad8\u7684\u75fc\u75be\uff1f<\/p>\n<p>\u5176\u5b9e\uff0c\u7b54\u6848\u5c31\u85cf\u5728\u5176\u9996\u521b\u7684\u300cLing 2.5\u67b6\u6784\u300d\u4e4b\u4e2d\u3002<\/p>\n<p><strong><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/EA67F8318234F4BA42DD687A2695DE1D0AA7B3C8_size3_w292_h73.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/strong><\/p>\n<p><strong>1:7<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%bb%84%e9%87%91\" title=\"View all posts in \u9ec4\u91d1\" target=\"_blank\" class=\"tag_link\">\u9ec4\u91d1<\/a>\u914d\u6bd4\uff1aMLA + Lightning Linear<\/strong><\/p>\n<p>\u5728\u901a\u7528\u667a\u80fd\u4f53\u4e16\u4ee3\uff0c\u6a21\u578b\u4e0d\u4ec5\u8981\u300c\u60f3\u5f97\u6df1\u300d\uff0c\u8fd8\u8981\u300c\u52a8\u5f97\u5feb\u300d\u3002<\/p>\n<p>\u5982\u4eca\uff0c\u6df1\u5ea6\u601d\u8003\u548c\u957f\u7a0b\u667a\u80fd\u4f53\uff0c\u6b63\u6210\u4e3aLLM\u7684\u6838\u5fc3\u5de5\u4f5c\u8303\u5f0f\uff0c\u56e0\u6b64\u5bf9\u57fa\u5ea7\u672c\u8eab\u7684\u7f16\u7801\u6548\u7387\uff0c\u63d0\u51fa\u4e86\u8fd1\u4e4e\u82db\u523b\u7684\u8981\u6c42\u3002<\/p>\n<p>\u4f20\u7edfTransformer\u5728\u9762\u5bf9\u957f\u6587\u672c\u65f6\uff0c\u8ba1\u7b97\u5f00\u9500\u5f80\u5f80\u7206\u70b8\uff0c\u8fd9\u8ba9\u4e07\u4ebf\u7ea7\u6a21\u578b\u300c\u6df1\u5ea6\u601d\u8003\u300d\u53d8\u5f97\u975e\u5e38\u6602\u8d35\u3002<\/p>\n<p>\u4e3a\u6b64\uff0cLing 2.5\u67b6\u6784\u57282.0\u7248\u672c\u57fa\u7840\u4e0a\uff0c\u5f15\u5165\u4e86\u9769\u547d\u6027\u7684\u300c\u6df7\u5408\u7ebf\u6027\u6ce8\u610f\u529b\u67b6\u6784\u300d\uff08Hybrid Linear Attention\uff09\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/B850C7BFAE1B29C69577CFB7AF89BC598F1DCDAC_size137_w1080_h1043.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p>\u5728\u67b6\u6784\u65b9\u9762\uff0c\u8682\u8681\u56e2\u961f\u901a\u8fc7\u589e\u91cf\u8bad\u7ec3\uff0c\u5c06\u4e0a\u4e00\u4ee3GQA\uff08\u5206\u7ec4\u67e5\u8be2\u6ce8\u610f\u529b\uff09\u5347\u7ea7\u4e3a\u2014\u2014<\/p>\n<p>MLA\uff08\u591a\u5934\u7ebf\u6027\u6ce8\u610f\u529b\uff09+ Lightning Linear\u7ed3\u6784\uff0c\u91c7\u7528\u4e861:7\u7684\u6bd4\u4f8b\u3002<\/p>\n<p>\u57fa\u4e8e\u6b64\u524d\u7684Ring-flash-linear-2.0\u6280\u672f\u8def\u7ebf\uff0c\u9996\u5148\u5c06\u90e8\u5206GQA\u5c42\u6539\u9020\u4e3aLightning Linear\uff0c\u63d0\u5347\u957f\u7a0b\u63a8\u7406\u7684\u541e\u5410\u80fd\u529b\u3002<\/p>\n<p>\u4e3a\u8fdb\u4e00\u6b65\u538b\u7f29KV Cache\uff0c\u5c06\u5269\u4f59\u7684GQA\u5c42\u8f6c\u6362\u4e3aMLA\u3002<\/p>\n<p>\u5e76\u4e14\uff0c\u9488\u5bf9QK Norm\uff08\u67e5\u8be2-\u6838\u5f52\u4e00\u5316\uff09\u548cPartial RoPE\uff08\u65cb\u8f6c\u4f4d\u7f6e\u7f16\u7801\uff09\u7b49\u7279\u6027\u8fdb\u884c\u4e86\u7cbe\u7ec6\u5316\u9002\u914d\uff0c\u4ece\u800c\u5728\u6df7\u5408\u6ce8\u610f\u529b\u67b6\u6784\u4e0b\u589e\u5f3aLing 2.5\u7684\u8868\u8fbe\u80fd\u529b\u3002<\/p>\n<p>\u5347\u7ea7\u540e\u7684Ling 2.5\u6fc0\u6d3b\u53c2\u6570\uff0c\u4ece51B\u589e\u52a0\u81f363B\u3002\u5373\u4fbf\u5982\u6b64\uff0c\u5176\u63a8\u7406\u6548\u7387\u4ecd\u8fdc\u8d85\u524d\u4ee3\u3002<\/p>\n<p>\u5b9e\u6d4b\u663e\u793a\uff0c\u4e0eKIMI K2\uff08\u6fc0\u6d3b\u53c2\u657032B\uff09\u76f8\u6bd4\uff0c\u65b0\u67b6\u6784\u5728\u957f\u89c6\u91ce\u4efb\u52a1\u6267\u884c\u7684\u541e\u5410\u91cf\u4e0a\u4ecd\u4fdd\u6301\u660e\u663e\u4f18\u52bf\u3002<\/p>\n<p>\u4e14\u751f\u6210\u957f\u5ea6\u8d8a\u957f\uff0c\u8be5\u541e\u5410\u91cf\u4f18\u52bf\u8d8a\u663e\u8457\u3002<\/p>\n<p>\u5728\u8d8532K\u751f\u6210\u957f\u5ea6\u4e0b\uff0cLing 2.5\u8bbf\u5b58\u89c4\u6a21\u964d\u4f4e\u8d8510\u500d\uff0c\u751f\u6210\u541e\u5410\u98d9\u53473\u500d\u8fd8\u8981\u591a\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/51E0E2DE800ABFD99A15F5C2275AF16C89A26187_size62_w1080_h540.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/01CF75ED34B3133ED39BDC0251695B6540F7245D_size56_w1080_h540.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\" \/><\/p>\n<p>\u5728\u4e0d\u540c\u751f\u6210\u957f\u5ea6\u4e0b\u7684\u6548\u7387\u5bf9\u6bd4\u793a\u610f\uff1a\u751f\u6210\u957f\u5ea6\u8d8a\u957f\uff0c\u541e\u5410\u4f18\u52bf\u8d8a\u660e\u663e<\/p>\n<p><strong><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/EA67F8318234F4BA42DD687A2695DE1D0AA7B3C8_size3_w292_h73.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\"  \/><\/strong><\/p>\n<p><strong>RL\u8bad\u7ec3\uff1a\u4e0d\u4ec5\u8981\u7ed3\u679c\uff0c\u66f4\u8981\u903b\u8f91<\/strong><\/p>\n<p>\u4e0d\u4ec5\u5982\u6b64\uff0c\u56e2\u961f\u8fd8\u5c06\u6df7\u5408\u7ebf\u6027\u6ce8\u610f\u529b\u67b6\u6784\uff0c\u5728\u5f3a\u5316\u5b66\u4e60\u65b9\u9762\u8fdb\u884c\u4e86\u5927\u89c4\u6a21\u6269\u5c55\u3002<\/p>\n<p>Ring-2.5-1T\u5728\u6570\u5b66\u3001\u7f16\u7801\u3001\u667a\u80fd\u4f53\u7b49\u4efb\u52a1\u4e0a\u7684\u300c\u795e\u52c7\u300d\u8868\u73b0\uff0c\u6e90\u4e8e\u5176\u8bad\u7ec3\u5e95\u5c42\u903b\u8f91\u7684\u91cd\u6784\u3002<\/p>\n<p>\u4e0d\u540c\u4e8e\u53ea\u770b\u7ed3\u679c\u7684\u4f20\u7edf\u8bad\u7ec3\uff0cRing-2.5-1T\u8fd8\u5f15\u5165\u4e86\u300c\u5bc6\u96c6\u5956\u52b1\u300d\uff08Dense Reward\uff09\u673a\u5236\uff0c\u4e25\u5bc6\u63a7\u5236\u601d\u8003\u8fc7\u7a0b\u4e2d\u6bcf\u4e00\u6b65\u903b\u8f91\u3002<\/p>\n<p>\u8fd9\u79cd\u5bf9\u63a8\u7406\u8def\u5f84\u7684\u7cbe\u96d5\u7ec6\u7422\uff0c\u663e\u8457\u51cf\u5c11\u4e86\u903b\u8f91\u6f0f\u6d1e\uff0c\u8ba9\u6a21\u578bRing-2.5-1T\u638c\u63e1\u4e86\u66f4\u9ad8\u9636\u7684\u6570\u5b66\u8bc1\u660e\u6280\u5de7\u3002<\/p>\n<p>\u901a\u8fc7\u5927\u89c4\u6a21\u5168\u5f02\u6b65Agentic RL\u8bad\u7ec3\uff0cRing-2.5-1T\u57f9\u517b\u51fa\u6781\u5f3a\u7684\u591a\u6b65\u89c4\u5212\u3001\u81ea\u4e3b\u6267\u884c\u7684\u80fd\u529b\u3002<\/p>\n<p>\u7531\u6b64\uff0cRing-2.5-1T\u53ef\u4ee5\u8f7b\u677e\u63a5\u5165Claude Code\u3001OpenClaw\u7b49AI\u52a9\u624b\u667a\u80fd\u4f53\u7f16\u7a0b\u6846\u67b6\u3002<\/p>\n<p>\u603b\u8a00\u4e4b\uff0cRing-2.5-1T\u80cc\u540e\u4e07\u4ebf\u7ea7\u6df7\u5408\u7ebf\u6027\u6ce8\u610f\u529b\u67b6\u6784\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e6%96%b0\" title=\"View all posts in \u521b\u65b0\" target=\"_blank\" class=\"tag_link\">\u521b\u65b0<\/a>\uff0c\u91cd\u5851\u4e86\u300c\u6df1\u5ea6\u601d\u8003\u300d\u548c\u300c\u957f\u7a0b\u63a8\u7406\u300d\u7684\u8fb9\u754c\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_08\/ECE39149CFF0F8E9AC3F1173BC5554567DC41A9F_size2_w112_h59.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\"  style5=\"width: 112px;\" alt=\"\u4e07\u4ebf\u601d\u8003\u6a21\u578b\u593a\u4e0bIMO\u91d1\u724c\uff0c\u65e0\u7f1d\u63a5\u5165OpenClaw\uff01\u4e00\u53e5\u8bdd\u624b\u6413\u4e10\u7248PS\" \/><\/p>\n<p><strong>\u901a\u7528Agent\u57fa\u5ea7\u65f6\u4ee3\u6765\u4e34<\/strong><\/p>\n<p>\u7ee7Ring-1T\u4e4b\u540e\uff0cRing-2.5-1T\u662f\u8682\u8681\u56e2\u961f\uff0c\u5728\u63a8\u7406\u6a21\u578b\u7ed3\u6784\u4e0e\u884c\u52a8\u80fd\u529b\u4e0a\u7684\u8fdb\u4e00\u6b65\u63a2\u7d22\u3002<\/p>\n<p>\u5f97\u76ca\u4e8eLing 2.5\u67b6\u6784\uff0c\u4e07\u4ebf\u53c2\u6570\u7684Ring-2.5-1T\u6709\u6548\u7f13\u89e3\u4e86\u957f\u6587\u6863\u5904\u7406\u3001\u590d\u6742\u4efb\u52a1\u89c4\u5212\u4e2d\u7684\u8ba1\u7b97\u74f6\u9888\u3002<\/p>\n<p>\u76ee\u524d\uff0cRing-2.5-1T\u7684\u6743\u91cd\u548c\u63a8\u7406\u4ee3\u7801\u5df2\u5728Hugging Face\u4e0eModelScope\u4e0a\u6b63\u5f0f\u4e0a\u7ebf\u3002<\/p>\n<\/p>\n<p>Hugging Face\uff1ahttps:\/\/huggingface.co\/inclusionAI\/Ring-2.5-1T<\/p>\n<p>ModelScope\uff1ahttps:\/\/modelscope.cn\/models\/inclusionAI\/Ring-2.5-1T<\/p>\n<p>\u540c\u65f6\uff0c\u6a21\u578b\u4e5f\u767b\u9646\u5230\u4e86InclusionAI\u793e\u533a\uff0c\u53ef\u4ee5\u76f4\u63a5\u524d\u5f80\u4e0b\u8f7d\u3002<\/p>\n<p>\u5728\u8fd9\u91cc\uff0c\u9664\u4e86Ring-2.5-1T\u5916\uff0c\u8fd8\u6c47\u96c6\u4e86\u8682\u8681\u56e2\u961f\u53d1\u5e03\u7684Ming-flash-2.0\u7b49100\u591a\u79cd\u4f18\u8d28\u6a21\u578b\u3002<\/p>\n<p>\u4f20\u9001\u95e8\uff1ahttps:\/\/github.com\/inclusionAI<\/p>\n<p>\u8fd9\u4e00\u91cc\u7a0b\u7891\u5f0f\u7684\u5f00\u6e90\uff0c\u662f\u8682\u8681\u56e2\u961f\u5728\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u4e0e\u5dc5\u5cf0\u7b97\u6cd5\u4f18\u5316\u4e0a\u7684\u4e00\u6b21\u964d\u7ef4\u6253\u51fb\u3002<\/p>\n<p>\u4ece\u786c\u6838\u5965\u6570\u7ade\u8d5b\u5230\u6df1\u5ea6\u96c6\u6210Agent\u6846\u67b6\uff0cRing-2.5-1T\u4e3a\u5f00\u53d1\u300c\u771f&middot;\u5e72\u6d3b\u300d\u7684AI\u52a9\u624b\uff0c\u63d0\u4f9b\u4e86\u5f3a\u608d\u7684\u9ad8\u6027\u80fd\u5e95\u5ea7\u3002<\/p>\n<p>\u4eba\u624b\u4e00\u4e2a\u8d85\u7ea7\u667a\u80fd\u4f53\uff0c\u4e0d\u662f\u672a\u6765\uff0c\u662f\u5f53\u4e0b\u6b63\u5728\u53d1\u751f\u7684\u73b0\u5b9e\u3002<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u65b0\u667a\u5143\u62a5\u9053 \u7f16\u8f91\uff1a\u7f16\u8f91\u90e8 \u3010\u65b0\u667a\u5143\u5bfc\u8bfb\u3011\u4e07\u4ebf\u7ea7\u601d\u8003\u6a21\u578b\u5728\u5f00\u6e90\uff01Ring-2.5-1T\u91cd\u78c5\u51fa\u4e16\uff0c\u593a\u4e0bIMO\u91d1\u724c\u3002 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[379,378,252,157,51],"views":51,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/724739"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=724739"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/724739\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=724739"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=724739"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=724739"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}