{"id":12820,"date":"2026-10-02T00:40:48","date_gmt":"2026-10-01T16:40:48","guid":{"rendered":"https:\/\/infernews.com\/blog\/?page_id=12820"},"modified":"2026-10-02T00:43:17","modified_gmt":"2026-10-01T16:43:17","slug":"jev-%e5%a6%82%e4%bd%95%e6%8f%90%e5%8d%87-ai-%e8%b3%87%e6%96%99%e8%99%95%e7%90%86%e6%95%88%e7%8e%87","status":"publish","type":"page","link":"https:\/\/infernews.com\/blog\/jev-%e5%a6%82%e4%bd%95%e6%8f%90%e5%8d%87-ai-%e8%b3%87%e6%96%99%e8%99%95%e7%90%86%e6%95%88%e7%8e%87\/","title":{"rendered":"JEV \u5982\u4f55\u63d0\u5347 AI \u8cc7\u6599\u8655\u7406\u6548\u7387"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"bfc9d2\" data-has-transparency=\"false\" style=\"--dominant-color: #bfc9d2;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"434\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/image.png\" alt=\"\" class=\"wp-image-12824 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/image.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/image-300x127.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/image-767x325.png 767w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<style>\nhtml {\n  scroll-behavior: smooth; 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}\n#wp-scoped-article .in-dot-yellow { background: #ffbd2e; }\n#wp-scoped-article .in-dot-green { background: #27c93f; }\n#wp-scoped-article pre.in-code {\n  margin: 0;\n  padding: 16px;\n  background: #0d1117;\n  color: #c9d1d9;\n  font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, monospace;\n  font-size: 15.5px;\n  line-height: 1.6;\n  overflow-x: auto;\n  white-space: pre;\n  border: none;\n}\n#wp-scoped-article .in-table-wrapper {\n  overflow-x: auto;\n  margin: 1.5rem 0;\n  border: 1px solid #e2e8f0;\n  border-radius: 8px;\n}\n#wp-scoped-article table.in-table {\n  width: 100%;\n  border-collapse: collapse;\n  font-size: 20px; \n  text-align: left;\n  margin: 0;\n}\n#wp-scoped-article table.in-table th {\n  background-color: #f8fafc;\n  color: #334155;\n  font-weight: 600;\n  padding: 12px 16px;\n  border-bottom: 1px solid #e2e8f0;\n  font-size: 20px; \n}\n#wp-scoped-article table.in-table td {\n  padding: 12px 16px;\n  border-bottom: 1px solid #f1f5f9;\n  color: #475569;\n  font-size: 20px; \n}\n#wp-scoped-article .in-checklist {\n  display: grid;\n  grid-template-columns: repeat(auto-fit, minmax(240px, 1fr));\n  gap: 10px;\n  margin: 1.5rem 0;\n}\n#wp-scoped-article .in-checklist-item {\n  display: flex;\n  align-items: center;\n  gap: 10px;\n  padding: 10px 14px;\n  background: #f8fafc;\n  border: 1px solid #e2e8f0;\n  border-radius: 8px;\n  font-size: 20px;\n}\n#wp-scoped-article .in-check-icon {\n  color: #10b981;\n  font-weight: bold;\n}\n<\/style>\n\n<div id=\"wp-scoped-article\">\n\n  \n  <div class=\"in-tag-group\">\n    <span class=\"in-tag\">TypeSafe AI<\/span>\n    <span class=\"in-tag\">\u7cfb\u7d71\u4e00\u6a21\u578b<\/span>\n    <span class=\"in-tag\">\u5927\u8cc7\u6599\u8655\u7406<\/span>\n    <span class=\"in-tag\">\u6548\u80fd\u512a\u5316<\/span>\n  <\/div>\n\n  <p>\u5047\u5982\u4f60\u6709\u9f90\u5927\u7684\u8cc7\u6599\u91cf\uff0cJEV \u5982\u4f55\u4ee4 AI \u8f38\u51fa\u66f4\u5feb\u66f4\u6e96\u7684\u8cc7\u6599\u3002JEV\uff08\u7531 <a href=\"https:\/\/typesafe.ai\/blog\/introducing-system-one-models-and-jev\" target=\"_blank\" rel=\"noopener noreferrer\">TypeSafe AI \u958b\u767c<\/a>\uff09\u80fd\u5920\u5728\u8655\u7406\u9f90\u5927\u8cc7\u6599\u6642\u5be6\u73fe\u6975\u901f\u4e14\u7cbe\u6e96\u7684\u8f38\u51fa\uff0c\u6838\u5fc3\u539f\u56e0\u5728\u65bc\u5b83\u662f\u4e00\u7a2e\u5168\u65b0\u7684\u300c\u7cfb\u7d71\u4e00\u6a21\u578b\uff08System One Model\uff09\u300d\u3002<\/p>\n  \n  <p>\u50b3\u7d71\u7684\u5927\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u88ab\u8a2d\u8a08\u7528\u4f86\u9032\u884c\u5c0d\u8a71\u8207\u751f\u6210\u6587\u5b57\uff0c\u4f46\u5728\u6574\u5408\u5230\u8edf\u9ad4\u81ea\u52d5\u5316\u6216\u5927\u898f\u6a21\u8cc7\u6599\u8655\u7406\u6642\uff0c\u5f80\u5f80\u9762\u81e8\u901f\u5ea6\u7de9\u6162\u3001\u683c\u5f0f\u932f\u8aa4\u6216\u7522\u751f\u300c\u5e7b\u89ba\u300d\u7684\u74f6\u9838\u3002JEV \u5fb9\u5e95\u6539\u8b8a\u4e86\u6a21\u578b\u7684\u904b\u4f5c\u67b6\u69cb\uff0c\u5c08\u6ce8\u65bc\u63d0\u4f9b\u524d\u6cbf\u667a\u80fd\u7684\u51fd\u5f0f\u547c\u53eb\uff08Frontier-intelligence function call\uff09\u3002<\/p>\n\n  <div class=\"in-toc\">\n    <div class=\"in-toc-title\">\u6587\u7ae0\u76ee\u9304<\/div>\n    <ul>\n      <li><a href=\"#core-mechanisms\">1. JEV \u4ee4\u8cc7\u6599\u8f38\u51fa\u66f4\u5feb\u3001\u66f4\u6e96\u7684\u95dc\u9375\u6280\u8853\u6a5f\u5236<\/a><\/li>\n      <li><a href=\"#data-advantages\">2. \u91dd\u5c0d\u9f90\u5927\u8cc7\u6599\u91cf\u7684\u5be6\u52d9\u512a\u52e2<\/a><\/li>\n      <li><a href=\"#comparison\">3. \u50b3\u7d71 LLM \u8207 JEV \u7279\u6027\u6bd4\u8f03<\/a><\/li>\n      <li><a href=\"#use-case\">4. \u5be6\u4f8b\u61c9\u7528\uff1a\u5927\u578b\u4f75\u8cfc\u6848\u5408\u7d04\u98a8\u96aa\u5206\u6790<\/a><\/li>\n      <li><a href=\"#business-impact\">5. JEV \u5e36\u4f86\u7684\u6c7a\u5b9a\u6027\u512a\u52e2<\/a><\/li>\n    <\/ul>\n  <\/div>\n\n  <h2 id=\"core-mechanisms\">JEV \u4ee4\u8cc7\u6599\u8f38\u51fa\u66f4\u5feb\u3001\u66f4\u6e96\u7684\u95dc\u9375\u6280\u8853\u6a5f\u5236<\/h2>\n  \n  <h3><span class=\"in-badge\">1<\/span> \u5e73\u884c\u63a1\u6a23\uff08Parallel Sampling\uff09\u7a81\u7834\u901f\u5ea6\u6975\u9650<\/h3>\n  <p>\u50b3\u7d71 LLM \u63a1\u7528\u81ea\u8ff4\u6b78\uff08Autoregressive\uff09\u6a21\u5f0f\uff0c\u5fc5\u9808\u9010\u500b\u5b57\u5143\uff08Token\uff09\u9810\u6e2c\u4e26\u751f\u6210\u5b57\u4e32\uff0c\u9019\u662f\u9020\u6210\u5ef6\u9072\u7684\u4e3b\u56e0\u3002JEV \u653e\u68c4\u4e86\u5b57\u4e32\u751f\u6210\uff0c\u6539\u70ba\u8f38\u51fa\u9810\u5148\u5b9a\u7fa9\u7684\u7d50\u69cb\u5316\u8cc7\u6599\uff0c\u4e26\u4f7f\u7528\u786c\u9ad4\u52a0\u901f\u7684\u5e73\u884c\u63a1\u6a23\u6280\u8853\u5728\u55ae\u6b21\u67e5\u8a62\u4e2d\u540c\u6642\u7522\u51fa\u6240\u6709\u6c7a\u7b56\u7d50\u679c\u3002<\/p>\n  <p>\u9019\u8b93 JEV \u7684\u7aef\u5230\u7aef\u53cd\u61c9\u6642\u9593\u7e2e\u77ed\u81f3 70 \u5230 500 \u6beb\u79d2\uff0c\u6bd4\u50b3\u7d71\u524d\u6cbf\u6a21\u578b\u5feb\u4e0a 40 \u5230 200 \u500d\uff0c\u6975\u5ea6\u9069\u5408\u9700\u8981\u5373\u6642\u541e\u5410\u5927\u91cf\u8cc7\u6599\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n\n  <h3><span class=\"in-badge\">2<\/span> \u653e\u68c4\u6587\u5b57\u751f\u6210\u4ee5\u63db\u53d6 100% \u578b\u5225\u5b89\u5168\uff08Type-safe\uff09<\/h3>\n  <p>JEV \u4e0d\u751f\u6210\u81ea\u7531\u6587\u5b57\uff0c\u800c\u662f\u56b4\u683c\u8f38\u51fa\u578b\u5225\u5b89\u5168\u7684\u7d50\u69cb\u5316\u6578\u503c\u3002\u56e0\u70ba\u8f38\u51fa\u7684\u8cc7\u6599\u7d50\u69cb\u8207\u53ef\u80fd\u9078\u9805\u90fd\u5728\u767c\u51fa API \u8acb\u6c42\u524d\u5c31\u5df2\u5b9a\u7fa9\u5b8c\u6210\uff0c\u9019\u5728\u6578\u5b78\u4e0a\u5b8c\u5168\u6392\u9664\u4e86\u300c\u5e7b\u89ba\u300d\u8207\u300c\u578b\u5225\u932f\u8aa4\u300d\u7684\u53ef\u80fd\u6027\u3002<\/p>\n  <div class=\"in-callout-danger\">\n    <strong>\u7cfb\u7d71\u5d29\u6f70\u7684\u96b1\u60a3\uff1a<\/strong>\u5728\u8655\u7406\u9f90\u5927\u8cc7\u6599\u6642\uff0c\u5373\u4f7f\u662f 1% \u7684\u8f38\u51fa\u683c\u5f0f\u932f\u8aa4\uff0c\u90fd\u53ef\u80fd\u5c0e\u81f4\u6574\u500b\u8cc7\u6599\u6d41\u6c34\u7dda\u5d29\u6f70\u3002\u4f7f\u7528 JEV \u5f8c\uff0c\u60a8\u7684\u8edf\u9ad4\u4e0d\u9700\u8981\u518d\u7de8\u5beb\u8907\u96dc\u7684\u6b63\u898f\u8868\u793a\u5f0f\uff08Regex\uff09\u6216\u932f\u8aa4\u91cd\u8a66\u908f\u8f2f\u4f86\u89e3\u6790 AI \u7684\u56de\u61c9\u3002\n  <\/div>\n\n  <h3><span class=\"in-badge\">3<\/span> RLCD \u8a13\u7df4\u5e36\u4f86\u7684\u7cbe\u6e96\u300c\u4fe1\u5fc3\u6821\u6e96\u300d<\/h3>\n  <p>\u50b3\u7d71\u6a21\u578b\u900f\u904e RLHF\uff08\u4eba\u985e\u56de\u994b\u5f37\u5316\u5b78\u7fd2\uff09\u8a13\u7df4\uff0c\u70ba\u4e86\u8a0e\u597d\u4eba\u985e\u5f80\u5f80\u6703\u300c\u904e\u5ea6\u81ea\u4fe1\u300d\uff0c\u96e3\u4ee5\u5224\u65b7\u5176\u7522\u51fa\u662f\u5426\u771f\u7684\u6e96\u78ba\u3002JEV \u63a1\u7528\u5c08\u5229\u7684 <strong>RLCD\uff08Reinforcement Learning for Calibrated Decisions\uff0c\u6a5f\u7387\u6821\u6e96\u6c7a\u7b56\u5f37\u5316\u5b78\u7fd2\uff09<\/strong> \u9032\u884c\u8a13\u7df4\u3002<\/p>\n  <p>\u6bcf\u6b21\u8cc7\u6599\u8f38\u51fa\u6642\uff0cJEV \u90fd\u6703\u9644\u5e36\u9ad8\u5ea6\u6821\u6e96\u7684\u4fe1\u5fc3\u5206\u6578\uff08Confidence scores\uff09\u8207\u6a5f\u7387\u3002\u5206\u6578\u8d8a\u9ad8\u4ee3\u8868\u6e96\u78ba\u7387\u8d8a\u771f\u5be6\uff0c\u60a8\u53ef\u4ee5\u8f15\u6613\u5728\u7a0b\u5f0f\u4e2d\u5beb\u5165\u6a21\u7cca\u6c7a\u7b56\u5206\u652f\uff08\u4f8b\u5982\uff1a\u82e5\u4fe1\u5fc3\u5206\u6578\u5927\u65bc 95% \u5247\u81ea\u52d5\u8655\u7406\uff0c\u5426\u5247\u8f49\u4ea4\u4eba\u5de5\u6aa2\u67e5\uff09\uff0c\u5927\u5e45\u63d0\u5347\u7cfb\u7d71\u6574\u9ad4\u7684\u6e96\u78ba\u5ea6\u8207\u53ef\u9760\u6027\u3002<\/p>\n\n  <h2 id=\"data-advantages\">\u91dd\u5c0d\u9f90\u5927\u8cc7\u6599\u91cf\u7684\u5be6\u52d9\u512a\u52e2<\/h2>\n  <p>\u5982\u679c\u60a8\u9700\u8981\u5c0d\u6d77\u91cf\uff08\u751a\u81f3 PB \u7d1a\uff09\u7684\u975e\u7d50\u69cb\u5316\u8cc7\u6599\u9032\u884c\u8655\u7406\uff0cJEV \u5177\u5099\u4ee5\u4e0b\u91dd\u5c0d\u6027\u512a\u52e2\uff1a<\/p>\n  \n  <div class=\"in-checklist\">\n    <div class=\"in-checklist-item\">\n      <span class=\"in-check-icon\">\u2714<\/span> \u5927\u8cc7\u6599\u7684 MapReduce \u8655\u7406\n    <\/div>\n    <div class=\"in-checklist-item\">\n      <span class=\"in-check-icon\">\u2714<\/span> \u6975\u81f4\u7684\u6210\u672c\u6548\u76ca\n    <\/div>\n  <\/div>\n  <p>\u6975\u5feb\u7684\u901f\u5ea6\u8207\u96f6\u5e7b\u89ba\u7279\u6027\uff0c\u4f7f\u5176\u975e\u5e38\u9069\u5408\u7528\u65bc\u5206\u6563\u5f0f\u7cfb\u7d71\u4e2d\uff0c\u5c07\u6d77\u91cf\u6587\u5b57\u3001\u7cfb\u7d71\u65e5\u8a8c\u6216\u72c0\u614b\u8cc7\u6599\u5feb\u901f\u8f49\u5316\u70ba\u7d50\u69cb\u5316\u7684\u7279\u5fb5\u8207\u5206\u985e\u6d1e\u5bdf\u3002\u6b64\u5916\uff0cJEV \u7684\u5b9a\u50f9\u7b56\u7565\u70ba\u8f38\u5165 Token \u6975\u4f4e\uff08\u6bcf\u767e\u842c Token \u7d04 0.042 \u7f8e\u5143\uff09\uff0c\u800c<strong>\u8f38\u51fa Token \u5b8c\u5168\u514d\u8cbb<\/strong>\u3002\u5c0d\u65bc\u9700\u8981\u5927\u91cf\u6a19\u7c64\u3001\u8a55\u5206\u6216\u63d0\u53d6\u7279\u5b9a\u8cc7\u6599\u7684\u6279\u6b21\u8655\u7406\u4efb\u52d9\u800c\u8a00\uff0c\u80fd\u7701\u4e0b\u5de8\u984d\u7684\u904b\u7b97\u6210\u672c\u3002<\/p>\n\n  <h2 id=\"comparison\">\u50b3\u7d71 LLM \u8207 JEV \u7279\u6027\u6bd4\u8f03<\/h2>\n  <div class=\"in-table-wrapper\">\n    <table class=\"in-table\">\n      <thead>\n        <tr>\n          <th>\u7279\u6027<\/th>\n          <th>\u50b3\u7d71\u5927\u8a9e\u8a00\u6a21\u578b (\u5982 GPT, Claude)<\/th>\n          <th>TypeSafe JEV (System One Model)<\/th>\n        <\/tr>\n      <\/thead>\n      <tbody>\n        <tr>\n          <td><strong>\u8f38\u51fa\u578b\u614b<\/strong><\/td>\n          <td>\u81ea\u7531\u5b57\u4e32\uff08\u6587\u5b57\u3001\u7a0b\u5f0f\u78bc\u7b49\uff09<\/td>\n          <td>\u9810\u5148\u5b9a\u7fa9\u7684\u578b\u5225\u5b89\u5168\u7d50\u69cb\u5316\u6578\u503c<\/td>\n        <\/tr>\n        <tr>\n          <td><strong>\u904b\u7b97\u901f\u5ea6<\/strong><\/td>\n          <td>3 \u5230 300 \u79d2\u4ee5\u4e0a\uff08\u9010\u5b57\u751f\u6210\uff09<\/td>\n          <td>70 \u5230 500 \u6beb\u79d2\uff08\u5e73\u884c\u904b\u7b97\uff09<\/td>\n        <\/tr>\n        <tr>\n          <td><strong>\u932f\u8aa4\u98a8\u96aa<\/strong><\/td>\n          <td>\u5b58\u5728\u5e7b\u89ba\uff0c\u9700\u984d\u5916\u9a57\u8b49\u8207\u89e3\u6790<\/td>\n          <td>0% \u6578\u5b78\u4e0a\u4e0d\u53ef\u80fd\u767c\u751f\u683c\u5f0f\u932f\u8aa4<\/td>\n        <\/tr>\n        <tr>\n          <td><strong>\u6a5f\u7387\u611f\u77e5<\/strong><\/td>\n          <td>\u5bb9\u6613\u904e\u5ea6\u81ea\u4fe1\u6216\u4e0d\u7a69\u5b9a<\/td>\n          <td>\u9644\u5e36\u7cbe\u6e96\u7684\u6821\u6e96\u6a5f\u7387\u8207\u4fe1\u5fc3\u5206\u6578<\/td>\n        <\/tr>\n        <tr>\n          <td><strong>\u8f38\u51fa\u6210\u672c<\/strong><\/td>\n          <td>\u901a\u5e38\u70ba\u8f38\u5165\u7684\u6578\u500d\u50f9\u683c<\/td>\n          <td>\u514d\u8cbb<\/td>\n        <\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n\n  <h2 id=\"use-case\">\u5be6\u4f8b\u61c9\u7528\uff1a\u5927\u578b\u4f75\u8cfc\u6848\u5408\u7d04\u98a8\u96aa\u5206\u6790<\/h2>\n  <p>JEV \u7684\u6838\u5fc3\u7279\u6027\u662f\u300c\u653e\u68c4\u6587\u5b57\u751f\u6210\uff0c\u5c08\u6ce8\u65bc\u7d50\u69cb\u5316\u6c7a\u7b56\u300d\u3002\u56e0\u6b64\uff0c\u5728\u7522\u51fa\u300c\u6cd5\u5f8b\u610f\u898b\u66f8\uff08Legal Opinion\uff09\u300d\u7684\u5be6\u52d9\u5de5\u4f5c\u6d41\u7a0b\u4e2d\uff0cJEV \u4e0d\u6703\u7528\u4f86\u64b0\u5beb\u90a3\u4efd\u9577\u9054\u6578\u5341\u9801\u7684\u610f\u898b\u66f8\u8349\u7a3f\uff08\u9019\u662f\u50b3\u7d71\u5927\u8a9e\u8a00\u6a21\u578b\u7684\u5de5\u4f5c\uff09\uff0c\u800c\u662f\u4f5c\u70ba\u524d\u7aef\u7684\u300c\u667a\u6167\u904e\u6ffe\u5668\u8207\u908f\u8f2f\u5f15\u64ce\u300d\uff0c\u5728\u6975\u77ed\u6642\u9593\u5167\u8655\u7406\u9f90\u5927\u7684\u5377\u5b97\u3001\u5408\u7d04\u6216\u5224\u4f8b\uff0c\u70ba\u5f8b\u5e2b\u8403\u53d6\u767e\u5206\u4e4b\u767e\u6e96\u78ba\u7684\u8cc7\u6599\u57fa\u790e\u3002<\/p>\n\n  <p>\u5be6\u5883\u8a2d\u5b9a\uff1a\u5728\u4f75\u8cfc\u6848\uff08M&amp;A\uff09\u76e1\u8077\u8abf\u67e5\u4e2d\uff0c\u5f8b\u5e2b\u5718\u968a\u9700\u8981\u51fa\u5177\u6cd5\u5f8b\u610f\u898b\u66f8\uff0c\u5be9\u67e5\u76ee\u6a19\u516c\u53f8\u7684 <strong>50,000 \u4efd\u6b77\u53f2\u5546\u696d\u5408\u7d04<\/strong>\uff0c\u627e\u51fa\u662f\u5426\u5305\u542b\u300c\u63a7\u5236\u6b0a\u8b8a\u66f4\u689d\u6b3e\uff08Change of Control\uff09\u300d\u6216\u300c\u96b1\u85cf\u7684\u7121\u9650\u8cac\u4efb\u689d\u6b3e\u300d\u3002\u50b3\u7d71\u505a\u6cd5\u4e0d\u50c5\u8017\u6642\u6578\u9031\uff0c\u4e14\u50b3\u7d71 LLM \u5bb9\u6613\u7522\u751f\u5e7b\u89ba\u6216\u8f38\u932f JSON \u683c\u5f0f\u5c0e\u81f4\u7cfb\u7d71\u5d29\u6f70\u3002\u5c0e\u5165 JEV \u5f8c\u7684\u7cfb\u7d71\u5de5\u4f5c\u6d41\u5982\u4e0b\uff1a<\/p>\n\n  <h3><span class=\"in-badge\">1<\/span> \u532f\u5165\u6d77\u91cf\u975e\u7d50\u69cb\u5316\u5377\u5b97\uff08\u7cfb\u7d71\u5316\u6279\u6b21\u8655\u7406\uff09<\/h3>\n  <p>\u8edf\u9ad4\u7cfb\u7d71\u5c07 50,000 \u4efd PDF \u5408\u7d04\u8f49\u63db\u70ba\u7d14\u6587\u5b57\uff0c\u4f5c\u70ba\u975e\u7d50\u69cb\u5316\u8cc7\u6599\u900f\u904e API \u50b3\u9001\u7d66 JEV\u3002<\/p>\n\n  <h3><span class=\"in-badge\">2<\/span> JEV \u9032\u884c\u7d50\u69cb\u5316\u8403\u53d6\u8207\u6a5f\u7387\u8a55\u5206\uff0870-500\u6beb\u79d2\/\u4ef6\uff09<\/h3>\n  <p>JEV \u77ac\u9593\u95b1\u8b80\u6bcf\u4efd\u5408\u7d04\uff0c\u4e26\u56b4\u683c\u6309\u7167\u5f8b\u5e2b\u4e8b\u52d9\u6240\u9810\u5148\u5b9a\u7fa9\u7684\u8cc7\u6599\u683c\u5f0f\uff08Schema\uff09\u8f38\u51fa\u6c7a\u7b56\uff0c\u7d55\u4e0d\u751f\u6210\u4efb\u4f55\u591a\u9918\u5ee2\u8a71\u3002JEV \u8f38\u51fa\u7684\u771f\u5be6\u6a23\u8c8c\u5982\u4e0b\uff1a<\/p>\n\n  <div class=\"in-terminal-box\">\n    <div class=\"in-terminal-header\">\n      <div class=\"in-terminal-dots\">\n        <span class=\"in-dot in-dot-red\"><\/span>\n        <span class=\"in-dot in-dot-yellow\"><\/span>\n        <span class=\"in-dot in-dot-green\"><\/span>\n      <\/div>\n      jev-contract-decision.json\n    <\/div>\n    <pre class=\"in-code\">{\n  \"contains_change_of_control\": true,\n  \"jurisdiction_region\": \"New York\",\n  \"risk_severity_level\": 4,\n  \"confidence_score\": 0.985\n}<\/pre>\n  <\/div>\n\n  <h3><span class=\"in-badge\">3<\/span> \u4f9d\u64da\u4fe1\u5fc3\u5206\u6578\u9032\u884c\u81ea\u52d5\u5316\u5206\u6d41\uff08\u4eba\u6a5f\u5354\u4f5c\u904e\u6ffe\uff09<\/h3>\n  <p>\u8edf\u9ad4\u76f4\u63a5\u8b80\u53d6 JEV \u7684\u56de\u50b3\u503c\uff0c\u5229\u7528\u50b3\u7d71\u7a0b\u5f0f\u78bc\uff08If-else\uff09\u6c7a\u5b9a\u4e0b\u4e00\u6b65\u52d5\u4f5c\uff0c\u5c07\u8cc7\u6e90\u96c6\u4e2d\u5728\u771f\u6b63\u9700\u8981\u4eba\u985e\u5f8b\u5e2b\u7684\u5730\u65b9\u3002<\/p>\n\n  <h2 id=\"business-impact\">JEV \u5e36\u4f86\u7684\u6c7a\u5b9a\u6027\u512a\u52e2<\/h2>\n  <div class=\"in-callout-info\">\n    <strong>\u5b8c\u7f8e\u5951\u5408\u6cd5\u5f8b\u7a0b\u5f0f\u908f\u8f2f\uff08Type-safe\uff09\uff1a<\/strong> \u5982\u679c\u60a8\u7684\u7cfb\u7d71\u898f\u5b9a risk_severity_level \u53ea\u80fd\u662f 1 \u5230 5 \u7684\u6574\u6578\uff0cJEV \u7d55\u5c0d\u4e0d\u6703\u50cf\u50b3\u7d71 LLM \u90a3\u6a23\u56e0\u70ba\u5e7b\u89ba\u800c\u8f38\u51fa\u5b57\u4e32 &#8220;High&#8221; \u6216 &#8220;\u56db&#8221;\u3002\u9019\u610f\u5473\u8457\u60a8\u7684\u6cd5\u5f8b\u8cc7\u6599\u5eab\u4e0d\u9700\u8981\u7de8\u5beb\u8907\u96dc\u7684\u6b63\u898f\u8868\u793a\u5f0f\uff08Regex\uff09\u53bb\u6e05\u7406\u8cc7\u6599\uff0c\u4e5f\u4e0d\u6703\u56e0\u70ba\u683c\u5f0f\u932f\u8aa4\u800c\u7576\u6a5f\u3002\n  <\/div>\n  <div class=\"in-callout-info\">\n    <strong>\u7cbe\u6e96\u7684\u4fe1\u5fc3\u6821\u6e96\uff08Calibrated Confidence\uff09\u4f5c\u70ba\u9632\u8b77\u7db2\uff1a<\/strong> \u6cd5\u5f8b\u9818\u57df\u7684\u5bb9\u932f\u7387\u6975\u4f4e\u3002\u82e5 <code>confidence_score &gt; 0.95<\/code>\uff1a\u7cfb\u7d71\u81ea\u52d5\u6a19\u8a18\u4e26\u6b78\u6a94\uff0c\u5f8b\u5e2b\u5728\u64b0\u5beb\u610f\u898b\u66f8\u6642\u76f4\u63a5\u5f15\u7528\u5176\u8cc7\u6599\u5373\u53ef\uff1b\u82e5 <code>confidence_score &lt; 0.95<\/code>\uff1a\u9019\u4ee3\u8868\u5408\u7d04\u689d\u6b3e\u6a21\u7a1c\u5169\u53ef\uff08\u4f8b\u5982\u4f7f\u7528\u4e86\u6975\u70ba\u96b1\u6666\u7684\u5b57\u773c\uff09\uff0c\u7cfb\u7d71\u6703\u81ea\u52d5\u5c07\u9019\u4efd\u7279\u5b9a\u5408\u7d04\u4eae\u7d05\u71c8\uff0c\u8f49\u4ea4\u7d66\u8cc7\u6df1\u5f8b\u5e2b\u9032\u884c\u4eba\u5de5\u5224\u5b9a\u3002\n  <\/div>\n  <div class=\"in-callout-info\">\n    <strong>\u6307\u6578\u7d1a\u7684\u6548\u7387\u63d0\u5347\uff1a<\/strong> \u7531\u65bc\u5e73\u884c\u63a1\u6a23\u8207\u7121\u5b57\u4e32\u751f\u6210\u7684\u7279\u6027\uff0c50,000 \u4efd\u5408\u7d04\u7684\u5206\u985e\u8207\u63d0\u53d6\u53ef\u4ee5\u5728\u5e7e\u5206\u9418\u5230\u5e7e\u5c0f\u6642\u5167\u5b8c\u6210\uff0c\u800c\u50b3\u7d71\u6a21\u578b\u53ef\u80fd\u9700\u8981\u8017\u8cbb\u6578\u5929\u3002\n  <\/div>\n  \n  <p>\u900f\u904e\u9019\u500b\u67b6\u69cb\uff0c\u5f8b\u5e2b\u5728\u8d77\u8349\u6700\u7d42\u7684\u6cd5\u5f8b\u610f\u898b\u66f8\u6642\uff0c\u9762\u5c0d\u7684\u4e0d\u518d\u662f 50,000 \u4efd\u672a\u77e5\u7684\u5408\u7d04\uff0c\u800c\u662f\u4e00\u500b\u5df2\u7d93\u88ab\u7cbe\u6e96\u6a19\u8a18\u3001\u5206\u985e\u597d\uff0c\u4e14\u5177\u6709\u660e\u78ba\u98a8\u96aa\u8cc7\u6599\u5100\u8868\u677f\u7684\u8cc7\u6599\u5eab\u3002<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>TypeSafe AI \u7cfb\u7d71\u4e00\u6a21\u578b \u5927\u8cc7\u6599\u8655\u7406 \u6548\u80fd\u512a\u5316 \u5047\u5982\u4f60\u6709\u9f90\u5927\u7684\u8cc7\u6599\u91cf\uff0cJEV \u5982\u4f55\u4ee4 AI \u8f38\u51fa\u66f4\u5feb\u66f4\u6e96\u7684\u8cc7\u6599\u3002JEV\uff08\u7531 TypeSafe AI \u958b\u767c\uff09\u80fd\u5920\u5728\u8655\u7406\u9f90\u5927\u8cc7\u6599\u6642\u5be6\u73fe\u6975\u901f\u4e14\u7cbe\u6e96\u7684\u8f38\u51fa\uff0c\u6838\u5fc3\u539f\u56e0\u5728\u65bc\u5b83\u662f\u4e00\u7a2e\u5168\u65b0\u7684\u300c\u7cfb\u7d71\u4e00\u6a21\u578b\uff08System One Model\uff09\u300d\u3002 \u50b3\u7d71\u7684\u5927\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u88ab\u8a2d\u8a08\u7528\u4f86\u9032\u884c\u5c0d\u8a71\u8207\u751f\u6210\u6587\u5b57\uff0c\u4f46\u5728\u6574\u5408\u5230\u8edf\u9ad4\u81ea\u52d5\u5316\u6216\u5927\u898f\u6a21\u8cc7\u6599\u8655\u7406\u6642\uff0c\u5f80\u5f80\u9762\u81e8\u901f\u5ea6\u7de9\u6162\u3001\u683c\u5f0f\u932f\u8aa4\u6216\u7522\u751f\u300c\u5e7b\u89ba\u300d\u7684\u74f6\u9838\u3002JEV \u5fb9\u5e95\u6539\u8b8a\u4e86\u6a21\u578b\u7684\u904b\u4f5c\u67b6\u69cb\uff0c\u5c08\u6ce8\u65bc\u63d0\u4f9b\u524d\u6cbf\u667a\u80fd\u7684\u51fd\u5f0f\u547c\u53eb\uff08Frontier-intelligence function call\uff09\u3002 \u6587\u7ae0\u76ee\u9304 1. JEV \u4ee4\u8cc7\u6599\u8f38\u51fa\u66f4\u5feb\u3001\u66f4\u6e96\u7684\u95dc\u9375\u6280\u8853\u6a5f\u5236 2. \u91dd\u5c0d\u9f90\u5927\u8cc7\u6599\u91cf\u7684\u5be6\u52d9\u512a\u52e2 3. \u50b3\u7d71 LLM \u8207 JEV \u7279\u6027\u6bd4\u8f03 4. \u5be6\u4f8b\u61c9\u7528\uff1a\u5927\u578b\u4f75\u8cfc\u6848\u5408\u7d04\u98a8\u96aa\u5206\u6790 5. JEV \u5e36\u4f86\u7684\u6c7a\u5b9a\u6027\u512a\u52e2 JEV \u4ee4\u8cc7\u6599\u8f38\u51fa\u66f4\u5feb\u3001\u66f4\u6e96\u7684\u95dc\u9375\u6280\u8853\u6a5f\u5236 1 \u5e73\u884c\u63a1\u6a23\uff08Parallel Sampling\uff09\u7a81\u7834\u901f\u5ea6\u6975\u9650 \u50b3\u7d71 LLM \u63a1\u7528\u81ea\u8ff4\u6b78\uff08Autoregressive\uff09\u6a21\u5f0f\uff0c\u5fc5\u9808\u9010\u500b\u5b57\u5143\uff08Token\uff09\u9810\u6e2c\u4e26\u751f\u6210\u5b57\u4e32\uff0c\u9019\u662f\u9020\u6210\u5ef6\u9072\u7684\u4e3b\u56e0\u3002JEV \u653e\u68c4\u4e86\u5b57\u4e32\u751f\u6210\uff0c\u6539\u70ba\u8f38\u51fa\u9810\u5148\u5b9a\u7fa9\u7684\u7d50\u69cb\u5316\u8cc7\u6599\uff0c\u4e26\u4f7f\u7528\u786c\u9ad4\u52a0\u901f\u7684\u5e73\u884c\u63a1\u6a23\u6280\u8853\u5728\u55ae\u6b21\u67e5\u8a62\u4e2d\u540c\u6642\u7522\u51fa\u6240\u6709\u6c7a\u7b56\u7d50\u679c\u3002 \u9019\u8b93 JEV \u7684\u7aef\u5230\u7aef\u53cd\u61c9\u6642\u9593\u7e2e\u77ed\u81f3 70 \u5230 500 \u6beb\u79d2\uff0c\u6bd4\u50b3\u7d71\u524d\u6cbf\u6a21\u578b\u5feb\u4e0a 40 \u5230 200 \u500d\uff0c\u6975\u5ea6\u9069\u5408\u9700\u8981\u5373\u6642\u541e\u5410\u5927\u91cf\u8cc7\u6599\u7684\u5de5\u4f5c\u6d41\u3002 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"wpai_generated_summary":"","footnotes":""},"class_list":["post-12820","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/12820","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=12820"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/12820\/revisions"}],"predecessor-version":[{"id":12825,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/12820\/revisions\/12825"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=12820"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}