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2025\u5e74\u521d\uff0c\u5360\u64da\u5168\u7403\u4f9b\u61c9\u7d04\u56db\u5206\u4e4b\u4e09\u7684\u525b\u679c\uff08\u91d1\uff09\u5be6\u65bd\u51fa\u53e3\u7981\u4ee4\uff0c\u5f8c\u8f49\u70ba\u56b4\u683c\u7684\u914d\u984d\u5236\u5ea6\uff0c\u5fb9\u5e95\u626d\u8f49\u4e86\u5e02\u5834\u6301\u7e8c\u591a\u5e74\u7684\u4f9b\u61c9\u904e\u5269\u5c40\u9762\u3002\u81f3\u5e74\u5e95\uff0c\u9237\u50f9\u7ffb\u500d\u6709\u9918\uff0c\u5eab\u5b58\u6d88\u8017\u6b86\u76e1\uff0c\u5e02\u5834\u52c9\u5f37\u6062\u8907\u7dca\u5e73\u8861\u3002<\/p>\n
Benchmark Mineral Intelligence\u93b3\u9237\u5206\u6790\u5e2bRoman Aubry\u6307\u51fa\uff0c2025\u5e74\u5145\u5206\u66b4\u9732\u4e86\u4f9b\u61c9\u904e\u5ea6\u96c6\u4e2d\u65bc\u55ae\u4e00\u570b\u5bb6\u7684\u98a8\u96aa\u3002\u5c55\u671b2026\u5e74\uff0c\u5e02\u5834\u5fc5\u9808\u7e7c\u7e8c\u9762\u5c0d\u4f86\u81ea\u525b\u679c\uff08\u91d1\uff09\u7684\u4e0d\u78ba\u5b9a\u6027\u3002\u76e1\u7ba1\u8a72\u570b\u516c\u5e03\u4e86\u672a\u4f86\u5169\u5e74\u7684\u8a73\u7d30\u914d\u984d\u5236\u5ea6\uff0c\u4f46\u5176\u4fdd\u7559\u96a8\u6642\u8abf\u6574\u7684\u6b0a\u5229\u3002\u8003\u616e\u5230\u7576\u524d\u525b\u679c\uff08\u91d1\uff09\u4ee5\u5916\u5730\u5340\u7684\u5eab\u5b58\u6c34\u5e73\uff0cBenchmark\u9810\u8a08\u5728\uff082025\u5e74\u5e95\uff09\u63a5\u8fd1\u6642\u5b58\u5728\u986f\u8457\u7684\u9700\u6c42\u7834\u58de\u98a8\u96aa\uff1b\u56e0\u6b64\uff0c\u525b\u679c\uff08\u91d1\uff09\u5f88\u53ef\u80fd\u9700\u8981\u8abf\u6574\u51fa\u53e3\u914d\u984d\u3002<\/p>\n
\u9019\u7a2e\u4f9b\u61c9\u7684\u9ad8\u5ea6\u96c6\u4e2d\u6027\uff0c\u9023\u540c\u4e2d\u570b\u5728\u7cbe\u7149\u548c\u96fb\u6c60\u4f9b\u61c9\u93c8\u4e0a\u7684\u4e3b\u5c0e\u5730\u4f4d\uff0c\u5f15\u767c\u4e86\u897f\u65b9\u570b\u5bb6\u7684\u6df1\u5207\u6182\u616e\u3002Aubry \u5f37\u8abf\uff0c\u7f8e\u570b\u6b63\u901a\u904e\u8cc7\u52a9\u9023\u63a5\u525b\u679c\uff08\u91d1\uff09\u3001\u8d0a\u6bd4\u4e9e\u8207\u5b89\u54e5\u62c9\u5927\u897f\u6d0b\u6d77\u5cb8\u7684\u201c\u6d1b\u6bd4\u6258\u8d70\u5eca\u201d\u9435\u8def\u6e2f\u53e3\u73fe\u4ee3\u5316\u9805\u76ee\uff0c\u8a66\u5716\u91cd\u5851\u5168\u7403\u9237\u4f9b\u61c9\u93c8\u3002\u8a72\u9805\u76ee\u65e8\u5728\u964d\u4f4e\u51fa\u53e3\u6210\u672c\u3001\u7e2e\u77ed\u904b\u8f38\u6642\u9593\u4e26\u6e1b\u5c11\u5c0d\u4e2d\u570b\u4e3b\u5c0e\u57fa\u790e\u8a2d\u65bd\u7684\u4f9d\u8cf4\uff0c\u6210\u70ba\u7f8e\u570b\u69cb\u5efa\u201c\u53bb\u4e2d\u570b\u5316\u201d\u95dc\u9375\u7926\u7269\u4f9b\u61c9\u9ad4\u7cfb\u7684\u95dc\u9375\u4e00\u6b65\u3002<\/p>\n
\u51fa\u65bc\u5c0d\u525b\u679c\uff08\u91d1\uff09\u4eba\u6b0a\u554f\u984c\u3001\u4f9b\u61c9\u93c8\u98a8\u96aa\u53ca\u6210\u672c\u63a7\u5236\u7684\u8003\u91cf\uff0c\u96fb\u6c60\u5236\u9020\u5546\u6b63\u52a0\u901f\u63a8\u9032\u201c\u53bb\u9237\u5316\u201d\u3002\u6210\u672c\u66f4\u4f4e\u7684\u78f7\u9178\u9435\u92f0\uff08LFP\uff09\u96fb\u6c60\u6301\u7e8c\u64f4\u5f35\u5e02\u5834\u4efd\u984d\uff0c\u884c\u696d\u9810\u6e2c\u51762025\u5e74\u5360\u5168\u7403\u96fb\u82af\u7522\u80fd\u6bd4\u4f8b\u5c07\u8d8560%\u3002\u800c\u4f9d\u8cf4\u9237\u7684\u4e09\u5143\u6750\u6599\uff08\u5982NCM\u3001NCA\uff09\u5247\u56fa\u5b88\u5c0d\u80fd\u91cf\u5bc6\u5ea6\u8981\u6c42\u66f4\u9ad8\u7684\u9ad8\u7aef\u5e02\u5834\u3002<\/p>\n
\u7136\u800c\uff0c\u9700\u6c42\u7684\u589e\u9577\u53ef\u80fd\u62b5\u6d88\u55ae\u4f4d\u7528\u91cf\u7684\u4e0b\u964d\u3002Aubry\u5206\u6790\u7a31\uff1a\u201c\u76e1\u7ba1\u96fb\u6c60\u5316\u5b78\u9ad4\u7cfb\u6b63\u5411\u4f4e\u9237\u6216\u7121\u9237\u65b9\u5411\u8f49\u8b8a\uff0c\u4f46\u96fb\u52d5\u6c7d\u8eca\u96fb\u6c60\u7e3d\u91cf\u7684\u589e\u9577\u9810\u8a08\u5c07\u5b8c\u5168\u62b5\u6d88\u9019\u4e00\u5f71\u97ff\u3002\u5f9e\u6240\u6709\u61c9\u7528\u9818\u57df\u770b\uff0c\u672a\u4f86\u5341\u5e74\u9237\u9700\u6c42\u9810\u8a08\u5c07\u589e\u9577\u8fd180%\u3002\u5728\u96fb\u52d5\u6c7d\u8eca\u9818\u57df\u4e4b\u5916\uff0c\u4fbf\u651c\u5f0f\u8a2d\u5099\uff08\u5982\u7121\u4eba\u6a5f\u96fb\u6c60\uff09\u662f\u91cd\u8981\u7684\u589e\u9577\u9818\u57df\uff0c\u5de5\u696d\u61c9\u7528\u4e5f\u63d0\u4f9b\u4e86\u7a69\u5b9a\u7684\u9700\u6c42\u4f86\u6e90\u3002\u201d<\/p>\n
Benchmark Mineral Intelligence\u9996\u5e2d\u904b\u71df\u5b98Casper Rawles\u57282025\u5e74\u884c\u696d\u6703\u8b70\u4e0a\u6307\u51fa\uff0c\u52302030\u5e74\uff0c\u539f\u6750\u6599\u53ef\u80fd\u5360\u96fb\u6c60\u6210\u672c\u768420%\u81f340%\uff0c\u67d0\u4e9b\u5316\u5b78\u9ad4\u7cfb\u4e0b\u751a\u81f3\u8d85\u904e50%\u3002\u5c0d\u65bc\u6bd4\u4e9e\u8fea\u9019\u6a23\u7684\u5927\u578b\u96fb\u52d5\u8eca\u5236\u9020\u5546\uff0c\u5176\u6bcf\u5e74\u95dc\u9375\u96fb\u6c60\u6750\u6599\u652f\u51fa\u53ef\u80fd\u8d85\u904e20\u5104\u7f8e\u5143\uff0c\u5229\u6f64\u6975\u6613\u53d7\u5230\u50f9\u683c\u6ce2\u52d5\u6c96\u64ca\u3002<\/p>\n
Rawles \u5f37\u8abf\uff0c\u9237\u5e02\u6ce2\u52d5\u6027\u7684\u9a45\u52d5\u56e0\u7d20\u5df2\u4e0d\u518d\u5c40\u9650\u65bc\u50b3\u7d71\u7684\u4f9b\u9700\u57fa\u672c\u9762\uff0c\u5e02\u5834\u60c5\u7dd2\u548c\u5730\u7de3\u653f\u6cbb\u5982\u4eca\u626e\u6f14\u8457\u95dc\u9375\u89d2\u8272\uff0c\u9019\u7d66\u6210\u672c\u4e2d\u539f\u6750\u6599\u5360\u5927\u982d\u7684\u96fb\u6c60\u5236\u9020\u5546\u548c\u6c7d\u8eca\u5236\u9020\u5546\u5e36\u4f86\u4e86\u91cd\u5927\u5f71\u97ff\u3002<\/p>\n
\u7e3d\u7d50\u800c\u8a00\uff0c2026\u5e74\u7684\u9237\u5e02\u5834\u5c07\u884c\u8d70\u65bc\u201c\u653f\u7b56\u61f8\u5d16\u201d\u4e4b\u4e0a\u3002\u00a0\u525b\u679c\uff08\u91d1\uff09\u7684\u914d\u984d\u6c7a\u7b56\u4ecd\u662f\u61f8\u65bc\u5e02\u5834\u4e0a\u7684\u201c\u9054\u6469\u514b\u5229\u65af\u4e4b\u528d\u201d\uff0c\u800c\u4ee5\u201c\u6d1b\u6bd4\u6258\u8d70\u5eca\u201d\u70ba\u4ee3\u8868\u7684\u4f9b\u61c9\u93c8\u591a\u5143\u5316\u52aa\u529b\u3001\u96fb\u6c60\u6280\u8853\u7684\u8def\u7dda\u4e4b\u722d\uff0c\u4ee5\u53ca\u7522\u696d\u754c\u70ba\u61c9\u5c0d\u6ce2\u52d5\u6027\u800c\u5f37\u5316\u7684\u91d1\u878d\u5de5\u5177\u904b\u7528\uff0c\u5c07\u5171\u540c\u7e6a\u5236\u51fa\u9019\u4e00\u5e74\u9237\u5e02\u8907\u96dc\u591a\u8b8a\u7684\u8d70\u52e2\u5716\u3002\u5c0d\u6240\u6709\u5e02\u5834\u53c3\u8207\u8005\u800c\u8a00\uff0c\u97cc\u6027\u3001\u9748\u6d3b\u6027\u548c\u524d\u77bb\u6027\u7684\u98a8\u96aa\u7ba1\u7406\u80fd\u529b\uff0c\u5c07\u6bd4\u4ee5\u5f80\u4efb\u4f55\u6642\u5019\u90fd\u66f4\u70ba\u91cd\u8981\u3002<\/p>\n
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