{"id":21501,"date":"2023-08-16T07:15:00","date_gmt":"2023-08-16T14:15:00","guid":{"rendered":"https:\/\/ambiq.com\/blog\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e5%a6%82%e4%bd%95%e4%bf%83%e9%80%b2%e5%85%ac%e5%85%b1%e5%ae%89%e5%85%a8%e4%b8%a6%e6%b8%9b%e5%b0%91%e7%8a%af%e7%bd%aa\/"},"modified":"2025-11-24T09:01:30","modified_gmt":"2025-11-24T16:01:30","slug":"how-ai-promotes-public-safety-and-reduces-crime","status":"publish","type":"blog","link":"https:\/\/ambiq.com\/tw\/blog\/how-ai-promotes-public-safety-and-reduces-crime\/","title":{"rendered":"\u4eba\u5de5\u667a\u6167\u5982\u4f55\u4fc3\u9032\u516c\u5171\u5b89\u5168\u4e26\u6e1b\u5c11\u72af\u7f6a"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2023\/08\/smart-city-security-surveillance-1200x800-1.jpg\" alt=\"\u667a\u6167\u57ce\u5e02\u4ea4\u901a\u76e3\u63a7\" class=\"wp-image-7506\" style=\"width:800px;height:undefinedpx\" title=\"\" srcset=\"\/wp-content\/uploads\/2023\/08\/smart-city-security-surveillance-1200x800-1.jpg 1200w, \/wp-content\/uploads\/2023\/08\/smart-city-security-surveillance-1200x800-1-150x100.jpg 150w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div>\n<p>\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u5e7e\u4e4e\u61c9\u7528\u65bc\u6240\u6709\u53ef\u60f3\u50cf\u7684\u7522\u696d\uff0c\u516c\u5171\u5b89\u5168\u8207\u4fdd\u5168\u4e5f\u4e0d\u4f8b\u5916\u3002 \u4e16\u754c\u5404\u5730\u7684\u57ce\u5e02\u90fd\u5728\u5229\u7528\u4eba\u5de5\u667a\u6167\u4f86\u78ba\u4fdd\u516c\u6c11\u7684\u5b89\u5168\uff0c\u540c\u6642\u4fdd\u8b77\u96b1\u79c1\u548c\u57fa\u672c\u4eba\u6b0a\u3002 \u4f7f\u7528\u4eba\u5de5\u667a\u6167\u9032\u884c\u76e3\u63a7\u8207\u9810\u6e2c\u6027\u8b66\u52d9\u6709\u660e\u986f\u7684\u512a\u52e2\u3002 \u7136\u800c\uff0c\u95dc\u65bc\u502b\u7406\u8207\u96b1\u79c1\u7684\u4e00\u4e9b\u73fe\u6709\u6311\u6230\uff0c\u5c07\u4f7f\u5728\u516c\u5171\u5b89\u5168\u9818\u57df\u63a1\u7528\u4eba\u5de5\u667a\u6167\u6210\u70ba\u4e00\u500b\u5177\u722d\u8b70\u6027\u7684\u8b70\u984c\u3002  <\/p>\n\n<p>\u5fb7\u52e4\u6700\u8fd1\u7684\u4e00\u9805\u7814\u7a76\u767c\u73fe\uff0c\u667a\u6167\u79d1\u6280\u53ef\u4ee5\u5e6b\u52a9\u5c07\u72af\u7f6a\u7387\u6e1b\u5c11 30% \u81f3 40% <sup>1<\/sup>\uff0c\u4e26\u5c07\u7dca\u6025\u670d\u52d9\u7684\u56de\u61c9\u6642\u9593\u7e2e\u77ed 20% \u81f3 35%\uff0c\u4f7f\u57ce\u5e02\u66f4\u5b89\u5168\uff0c\u7dca\u6025\u670d\u52d9\u66f4\u5177\u5f71\u97ff\u529b\u3002\u76ee\u524d\uff0c<a href=\"https:\/\/ambiq.com\/tw\/blog\/a-lightbulb-moment-smart-street-lighting-illuminates-the-future\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u667a\u6167\u57ce\u5e02<\/a>\u5df2\u7d93\u958b\u59cb\u63a1\u7528\u5404\u7a2e\u4eba\u5de5\u667a\u80fd\u5de5\u5177\uff0c\u5305\u62ec\u9762\u90e8\u8b58\u5225\u548c\u751f\u7269\u8b58\u5225\uff0884%\uff09\u3001\u8b66\u5bdf\u8eca\u8f09\u548c\u57f7\u6cd5\u8a18\u9304\u5100\uff0855%\uff09\u3001\u7121\u4eba\u6a5f\u548c\u7a7a\u4e2d\u76e3\u8996\uff0846%\uff09\uff0c\u4ee5\u53ca\u773e\u5305\u72af\u7f6a\u5831\u544a\u548c\u7dca\u6025\u61c9\u7528\u7a0b\u5e8f\uff0839<sup>%\uff09\u3002<\/sup>  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-ai-usage-in-public-safety-nbsp\" style=\"font-size:26px\"><strong>\u4eba\u5de5\u667a\u6167\u5728\u516c\u5171\u5b89\u5168\u4e2d\u7684\u61c9\u7528  <\/strong><\/h2>\n\n<p>\u4ee5\u4e0b\u662f\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u5e6b\u52a9\u5728\u4e16\u754c\u5404\u5730\u5275\u5efa\u667a\u6167\u3001\u5b89\u5168\u57ce\u5e02\u7684\u5e7e\u7a2e\u5177\u9ad4\u65b9\u6cd5\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-combating-terrorist-threats-and-activity-nbsp\"><strong>\u6253\u64ca\u6050\u6016\u4e3b\u7fa9\u5a01\u8105\u548c\u6d3b\u52d5  <\/strong><\/h3>\n\n<p>\u904e\u53bb\u5341\u5e74\uff0c\u6050\u6016\u5206\u5b50\u5e73\u5747\u6bcf\u5e74\u6bba\u5bb326,000\u4eba\u3002<sup>3 <\/sup>\u4eba\u5de5\u667a\u6167\u80fd\u4ee5\u8d85\u904e99.9%\u7684\u6e96\u78ba\u7387\u5075\u6e2c\u6050\u6016\u4e3b\u7fa9<sup>\u5ba3\u50b3\uff0c\u5206\u6790<\/sup>\u4e0a\u50b3\u7684\u5f71\u50cf\u8207\u5f71\u7247\u4e26\u5c07\u5176\u5f9e\u7db2\u8def\u4e0a\u79fb\u9664\u3002 \u9019\u6709\u52a9\u65bc\u9632\u6b62\u7db2\u8def\u6050\u6016\u4e3b\u7fa9\u62db\u52df\uff0c\u4e26\u963b\u6b62\u6709\u5bb3\u5ba3\u50b3\u7684\u64f4\u6563\u3002  <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"alignright size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1184\" height=\"672\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2023\/08\/Flux_Schnell_A_cyber_security_warning_concept_with_a_hooded_fi_0.jpg\" alt=\"\" class=\"wp-image-26742\" style=\"width:475px;height:undefinedpx\" title=\"\" srcset=\"\/wp-content\/uploads\/2023\/08\/Flux_Schnell_A_cyber_security_warning_concept_with_a_hooded_fi_0.jpg 1184w, \/wp-content\/uploads\/2023\/08\/Flux_Schnell_A_cyber_security_warning_concept_with_a_hooded_fi_0-150x85.jpg 150w\" sizes=\"auto, (max-width: 1184px) 100vw, 1184px\" \/><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-proactively-identifying-suspicious-banking-activity-nbsp\"><strong>\u4e3b\u52d5\u8b58\u5225\u53ef\u7591\u9280\u884c\u6d3b\u52d5  <\/strong><\/h3>\n\n<p>\u4eba\u5de5\u667a\u6167\u8207\u6a5f\u5668\u5b78\u7fd2\u80fd\u900f\u904e\u5075\u6e2c\u6578\u64da\u7570\u5e38\u4e26\u5373\u6642\u66f4\u65b0\u7d05\u65d7\u8207\u72af\u7f6a\u7b56\u7565\u4f86\u652f\u63f4\u9280\u884c\u696d\u52d9\u3002 \u5b83\u4e5f\u80fd\u5f59\u6574\u9019\u4e9b\u9f90\u5927\u7684\u6578\u64da\u4ee5\u8b58\u5225\u8da8\u52e2\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-natural-disaster-response-nbsp\"><strong>\u81ea\u7136\u707d\u5bb3\u61c9\u8b8a  <\/strong><\/h3>\n\n<p>\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u53ef\u8207\u885b\u661f\u5f71\u50cf\u7d50\u5408\uff0c\u70ba\u653f\u5e9c\u5b98\u54e1\u63d0\u4f9b\u66f4\u591a\u95dc\u65bc\u81ea\u7136\u707d\u5bb3\u6f5b\u5728\u5f71\u97ff\u7684\u6d1e\u5bdf\u3002 \u4f8b\u5982\uff0c\u5728\u98b6\u98a8\u5340\u57df\uff0cAI \u80fd\u5354\u52a9\u5224\u65b7\u54ea\u4e9b\u707d\u5bb3\u6703\u767c\u751f\u3001\u54ea\u4e9b\u7cfb\u7d71\u53ef\u80fd\u5931\u6548\uff0c\u4ee5\u53ca\u54ea\u4e9b\u5340\u57df\u6700\u5371\u96aa\u3002 \u9019\u6709\u52a9\u65bc\u7dca\u6025\u61c9\u8b8a\u5718\u968a\u96a8\u6642\u5f85\u547d\uff0c\u8fc5\u901f\u9032\u5165\u8a72\u5340\u57df\uff0c\u6216\u9069\u7576\u512a\u5148\u8655\u7406\u758f\u6563\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-crowd-and-traffic-control-nbsp\"><strong>\u4eba\u7fa4\u548c\u4ea4\u901a\u7ba1\u5236  <\/strong><\/h3>\n\n<p>\u4eba\u7fa4\u53ef\u80fd\u975e\u5e38\u5371\u96aa\uff0c\u800c AI \u6709\u52a9\u65bc\u964d\u4f4e\u4eba\u6d41\u5bc6\u96c6\u5340\u57df\u548c\u5834\u5730\u4e2d\u7684\u4e0d\u78ba\u5b9a\u6027\u8207\u98a8\u96aa\u3002 AI \u80fd\u63d0\u4f9b\u6d41\u91cf\u8207\u4eba\u54e1\u91cd\u65b0\u5c0e\u5411\u7684\u5efa\u8b70\uff0c\u4e26\u512a\u5316\u5a01\u8105\u61c9\u5c0d\u3002 \u4f8b\u5982\uff0c\u5728COVID\u671f\u9593\uff0cAI\u88ab\u7528\u4f86\u76e3\u63a7\u9ad8\u6d41\u91cf\u5340\u57df\u4e26\u5f59\u6574\u63a5\u89f8\u7387\u6700\u9ad8\u7684\u8868\u9762\u6578\u64da\u3002<sup>5<\/sup> \u9019\u6709\u52a9\u65bc\u63a5\u89f8\u8005\u8ffd\u8e64\u8207\u50b3\u67d3\u9810\u9632\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-real-world-examples-of-ai-in-public-safety-nbsp\" style=\"font-size:26px\"><strong>\u4eba\u5de5\u667a\u6167\u5728\u516c\u5171\u5b89\u5168\u4e2d\u7684\u771f\u5be6\u7bc4\u4f8b  <\/strong><\/h2>\n\n<p>\u4e16\u754c\u5404\u5730\u7684\u57ce\u5e02\u90fd\u5728\u5176\u653f\u5e9c\u548c\u6c11\u9593\u6d3b\u52d5\u4e2d\u5be6\u65bd\u4eba\u5de5\u667a\u6167\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u6539\u5584\u516c\u5171\u5b89\u5168\u4e26\u6e1b\u5c11\u72af\u7f6a\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-singapore-nbsp\"><strong>\u65b0\u52a0\u5761  <\/strong><\/h3>\n\n<p>\u65b0\u52a0\u5761\u662f\u6700\u65e9\u5728\u8b66\u5bdf\u3001\u91ab\u7642\u6a5f\u69cb\u3001\u908a\u5883\u5b89\u5168\u548c\u570b\u571f\u5b89\u5168\u9818\u57df\u63a1\u7528\u4eba\u5de5\u667a\u6167\u7684\u570b\u5bb6\u4e4b\u4e00\u3002\u4f8b\u5982\uff0c\u65b0\u52a0\u5761\u6c11\u9632\u90e8\u968a\u4f7f\u7528\u7121\u4eba\u6a5f\u7b49\u7121\u4eba\u6a5f\u9032\u884c\u706b\u707d\u8ffd\u8e64\u3001\u76e3\u8996\u548c\u641c\u6551\u3002<sup>6<\/sup> \u5728\u65b0\u51a0\u75ab\u60c5\u671f\u9593\uff0cSPOTON \u88ab\u7528\u4f5c\u5927\u898f\u6a21\u9ad4\u6eab\u7be9\u67e5\u89e3\u6c7a\u65b9\u6848<sup>7<\/sup> \u65b0\u52a0\u5761\u4e94\u767e\u516d\u5341\u842c\u5c45\u6c11<sup>8<\/sup>\uff0c <sup> <\/sup>\u800c Ambiq<sup>\u00ae<\/sup> <a href=\"https:\/\/ambiq.com\/tw\/news\/ambiq-enables-singapores-tracetogether-token-to-help-fight-against-covid-19\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5247\u555f\u7528\u4e86\u8a72\u570b\u7684 TraceTogether<\/a> \u4ee3\u5e63\u7528\u65bc\u793e\u5340\u63a5\u89f8\u8005\u8ffd\u8e64\u3002  <\/p>\n\n<p>\u65e5\u672c\u900f\u904e\u6df1\u5ea6\u5b78\u7fd2\u6f14\u7b97\u6cd5\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u9810\u6e2c\u8b66\u52d9\u4f86\u8861\u91cf\u8b66\u5bdf\u90e8\u968a\u7684\u7d71\u8a08\u6578\u64da\uff0c\u540c\u6642\u63d0\u4f9b\u5c0d\u5176\u4ed6\u72af\u7f6a\u8a73\u7d30\u8cc7\u8a0a\u7684\u8a2a\u554f\uff0c\u4f8b\u5982\u6642\u9593\u3001\u5730\u9ede\u3001\u5929\u6c23\u548c\u5730\u7406\u689d\u4ef6\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-rio-de-janeiro-nbsp\"><strong>\u91cc\u7d04\u71b1\u5167\u76e7  <\/strong><\/h3>\n\n<p>CrimeRadar \u9996\u6b21\u7528\u65bc\u8a72\u5e02\u8209\u8fa6\u5967\u904b\u6703\u6642\uff0c\u91cc\u7d04\u71b1\u5167\u76e7\u653f\u5e9c\u4e5f\u4f7f\u7528\u4e86 CrimeRadar\u3002 \u9019\u6b3e\u9810\u6e2c\u72af\u7f6a\u61c9\u7528\u7a0b\u5f0f\u5229\u7528\u5148\u9032\u6578\u64da\u76e3\u63a7\u72af\u7f6a\u7387\u53ca\u6f5b\u5728\u98a8\u96aa\uff0c\u5982\u591c\u9593\u6216\u9ad8\u6d41\u91cf\u4e8b\u4ef6\u3002 \u56e0\u6b64\uff0c\u9019\u500b\u4e16\u754c\u4e0a\u6700\u5371\u96aa\u57ce\u5e02\u4e4b\u4e00\u7684\u72af\u7f6a\u7387\u5df2\u964d\u4f4e30%\u81f340<sup>%\u3002<\/sup> <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1184\" height=\"672\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2023\/08\/Flux_Schnell_A_futuristic_surveillance_concept_in_a_subway_or__1.jpg\" alt=\"Flux_Schnell_A_futuristic_surveillance_concept_in_a_subway_or__1\" class=\"wp-image-26740\" style=\"width:800px;height:533px\" title=\"\" srcset=\"\/wp-content\/uploads\/2023\/08\/Flux_Schnell_A_futuristic_surveillance_concept_in_a_subway_or__1.jpg 1184w, \/wp-content\/uploads\/2023\/08\/Flux_Schnell_A_futuristic_surveillance_concept_in_a_subway_or__1-150x85.jpg 150w\" sizes=\"auto, (max-width: 1184px) 100vw, 1184px\" \/><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-the-risks-of-ai-in-public-surveillance-nbsp\" style=\"font-size:26px\"><strong>\u4eba\u5de5\u667a\u6167\u5728\u516c\u5171\u76e3\u63a7\u4e2d\u7684\u98a8\u96aa  <\/strong><\/h2>\n\n<p>\u5982\u540c\u8a31\u591a\u9818\u57df\u7684\u4eba\u5de5\u667a\u6167\u63a1\u7528\uff0c\u4eba\u5de5\u667a\u6167\u5728\u516c\u5171\u76e3\u63a7\u8207\u5b89\u5168\u9818\u57df\u4e5f\u9762\u81e8\u6311\u6230\u3002 \u5c0d\u6280\u8853\u4e0d\u5b8c\u7f8e\u5c0e\u81f4\u7d50\u679c\u504f\u9817\u7684\u64d4\u6182\uff0c\u662f\u5ee3\u6cdb\u63a1\u7528\u7684\u91cd\u5927\u6311\u6230\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-imperfect-technology-nbsp\"><strong>\u4e0d\u5b8c\u5584\u7684\u6280\u8853  <\/strong><\/h3>\n\n<p>\u4eba\u5de5\u667a\u6167\u6301\u7e8c\u6f14\u9032\u8207\u9032\u6b65\u3002 \u540c\u6642\uff0c\u5982\u679c\u4eba\u985e\u4e0d\u9858\u610f\u67e5\u8b49\u6578\u64da\u548c\u898b\u89e3\uff0c\u9019\u4e9b\u8cc7\u8a0a\u4e5f\u53ef\u80fd\u88ab\u5229\u7528\u4f86\u505a\u51fa\u53ef\u80fd\u6709\u5bb3\u7684\u6c7a\u7b56\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-bias-nbsp\"><strong>\u504f\u898b  <\/strong><\/h3>\n\n<p>\u96a8\u8457\u4eba\u5de5\u667a\u6167\u7684\u8a95\u751f\uff0c\u5b83\u6709\u53ef\u80fd\u5438\u6536\u8a2d\u8a08\u8005\u7684\u504f\u898b\u3002 \u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u7684\u53ef\u9760\u6027\u53d6\u6c7a\u65bc\u7528\u65bc\u8a13\u7df4\u7684\u8cc7\u6599;\u5b83\u5011\u53ef\u80fd\u7121\u610f\u4e2d\u53cd\u6620\u51fa\u8a2d\u8a08\u8005\u751a\u81f3\u79d1\u5b78\u5bb6\u7684\u504f\u898b\u3002 \u4e8b\u5be6\u4e0a\uff0c\u7531\u65bc\u6a5f\u5668\u5b78\u7fd2\u7684\u57fa\u790e\u662f\u57fa\u65bc\u504f\u898b\u7684\u5be6\u4f8b\uff08\u4f8b\u5982\uff0c\u9ed1\u8272\u7d20\u7624\u6a21\u578b\u53ef\u80fd\u6210\u529f\u9810\u6e2c\u6709\u5bb6\u65cf\u75c5\u53f2\u7684\u75c5\u60a3\uff09\uff0c\u6211\u5011\u5fc5\u9808\u6301\u7e8c\u6539\u9032\u6e96\u78ba\u6a21\u578b\u5efa\u69cb\u7684\u6307\u5f15\u3002  <\/p>\n\n<p>\u6839\u64da Tech Target \u7684\u8aaa\u6cd5\uff0c\u5982\u679c\u958b\u767c\u4eba\u54e1\u9075\u5faa\u4ee5\u4e0b\u6b65\u9a5f\uff0c\u53ef\u4ee5\u6539\u5584\u6a5f\u5668\u5b78\u7fd2\u504f\u5dee\uff1a<sup>10<\/sup><\/p>\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u8b58\u5225\u6f5b\u5728\u7684\u504f\u898b\u4f86\u6e90  <\/li>\n\n\n\n<li>\u8a2d\u5b9a\u6d88\u9664\u504f\u898b\u7684\u6e96\u5247  <\/li>\n\n\n\n<li>\u8b58\u5225\u6e96\u78ba\u7684\u4ee3\u8868\u6027\u8cc7\u6599  <\/li>\n\n\n\n<li>\u8a18\u9304\u8cc7\u6599\u7684\u9078\u53d6\u548c\u6e05\u7406\u65b9\u5f0f  <\/li>\n\n\n\n<li>\u504f\u7f6e\u548c\u6548\u80fd\u7684\u87a2\u5e55\u6a21\u578b  <\/li>\n\n\n\n<li>\u76e3\u63a7\u548c\u5be9\u67e5\u5be6\u969b\u4f7f\u7528\u4e2d\u7684\u6a21\u578b  <\/li>\n<\/ol>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-civil-liberties-and-privacy-concerns-nbsp\"><strong>\u516c\u6c11\u81ea\u7531\u548c\u96b1\u79c1\u554f\u984c  <\/strong><\/h3>\n\n<p>\u8a31\u591a\u4eba\u4e5f\u63d0\u51fa\u95dc\u65bc AI \u516c\u5171\u76e3\u63a7\u7684\u96b1\u79c1\u7591\u616e\u3002 \u9019\u4e9b\u5de5\u5177\u70ba\u667a\u6167\u57ce\u5e02\u63d0\u4f9b\u4e86\u5927\u91cf\u95dc\u65bc\u4eba\u5011\u4e00\u5929\u4e2d\u884c\u52d5\u7684\u8a73\u7d30\u6578\u64da\uff0c\u5f15\u767c\u4e86\u4eba\u5011\u5c0d AI \u53ef\u80fd\u88ab\u7528\u65bc\u640d\u5bb3\u516c\u6c11\u81ea\u7531\u7684\u64d4\u6182\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-ambiq-contributes-nbsp\" style=\"font-size:26px\"><strong>Ambiq \u7684\u8ca2\u737b  <\/strong><\/h2>\n\n<p>\u4eba\u5de5\u667a\u6167\u4ecb\u5165\u4ee5\u589e\u5f37\u4eba\u985e\u7684\u80fd\u529b\u3002\u5728\u516c\u5171\u5b89\u5168\u9818\u57df\uff0c\u9019\u5728\u8655\u7406\u5927\u91cf\u4eba\u7fa4\u548c\u5ee3\u95ca\u7684\u7269\u7406\u5340\u57df\u6642\u7279\u5225\u6709\u7528\u3002Ambiq \u7684 <a href=\"https:\/\/ambiq.com\/spot\/\" target=\"_blank\" rel=\"noreferrer noopener\">SPOT<sup>\u00ae<\/sup> \u6280\u8853<\/a>\u70ba\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u63d0\u4f9b\u6700\u5927\u7684\u80fd\u6e90\u6548\u7387\u548c\u66f4\u9577\u7684\u96fb\u6c60\u58fd\u547d\uff0c\u6709\u52a9\u65bc\u6539\u5584\u516c\u5171\u5b89\u5168\u4e26\u70ba\u516c\u6c11\u5275\u9020\u66f4\u597d\u7684\u751f\u6d3b\u8cea\u91cf\u3002    <\/p>\n\n<p><strong>\u8cc7\u6e90<\/strong><\/p>\n\n<p class=\"has-small-font-size\"><sup>1<\/sup> <a href=\"https:\/\/www.deloitte.com\/global\/en\/Industries\/government-public\/perspectives\/urban-future-with-a-purpose\/surveillance-and-predictive-policing-through-ai.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u900f\u904e\u4eba\u5de5\u667a\u6167\u9032\u884c\u76e3\u63a7\u548c\u9810\u6e2c\u6027\u8b66\u52d9<\/a> |2023  <br\/><sup>2<\/sup> <a href=\"https:\/\/www.deloitte.com\/global\/en\/Industries\/government-public\/perspectives\/urban-future-with-a-purpose\/surveillance-and-predictive-policing-through-ai.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u900f\u904e\u4eba\u5de5\u667a\u6167\u9032\u884c\u76e3\u63a7\u548c\u9810\u6e2c\u6027\u8b66\u52d9<\/a> |2023  <br\/><sup>3<\/sup> <a href=\"https:\/\/ourworldindata.org\/terrorism\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u6050\u6016\u4e3b\u7fa9<\/a> |2022 \u5e74 10 \u6708  <br\/><sup>4<\/sup> <a href=\"https:\/\/www.ey.com\/en_us\/consulting\/how-ai-is-establishing-itself-as-the-newest-public-safety-officer\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u4eba\u5de5\u667a\u6167\u5982\u4f55\u6210\u70ba\u6700\u65b0\u7684\u516c\u5171\u5b89\u5168\u5b98\u54e1<\/a> |\u4e00\u67081,2020  <br\/><sup>5<\/sup> <a href=\"https:\/\/dataconomy.com\/2021\/09\/17\/ai-best-solution-crowd-management\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u4eba\u5de5\u667a\u6167\u662f\u4eba\u7fa4\u7ba1\u7406\u7684\u6700\u4f73\u89e3\u6c7a\u65b9\u6848\u55ce<\/a> |2021 \u5e74 9 \u6708 17 \u65e5  <br\/><sup>6<\/sup> <a href=\"https:\/\/drones.cnas.org\/reports\/a-perspective-on-singapore\/#:~:text=The%20Singapore%20army%20has%20several,with%20one%20of%20its%20corvettes.\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u65b0\u52a0\u5761\u8996\u89d2<\/a> |2022 <br\/>7 <a href=\"https:\/\/www.developer.tech.gov.sg\/products\/categories\/digital-solutions-to-address-covid-19\/spoton\/overview.html#:~:text=SPOTON%20can%20screen%20up%20to,enables%20faster%20crowd%20temperature%20screening.\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">SPOTON \u2013 \u7528\u65bc\u4eba\u7fa4\u9ad4\u6eab\u7be9\u67e5\u7684\u667a\u80fd\u71b1\u6383\u63cf\u5100<\/a> |\u516b\u670811,2022  <br\/><sup>8<\/sup> <a href=\"https:\/\/www.population.gov.sg\/our-population\/population-trends\/overview\/#:~:text=Singapore%27s%20total%20population%20stood%20at,5.70%20million%20in%20June%202019\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u5168\u570b\u4eba\u53e3\u53f8\u548c\u4eba\u624d\u53f8 \u2013 \u6982\u8ff0<\/a> |2023 \u5e74 7 \u6708 5 \u65e5  <br\/><sup>9<\/sup> <a href=\"https:\/\/www.wired.co.uk\/article\/crimeradar-rio-app-predict-crime\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">CrimeRadar \u6b63\u5728\u4f7f\u7528\u6a5f\u5668\u5b78\u7fd2\u4f86\u9810\u6e2c\u91cc\u7d04\u71b1\u5167\u76e7\u7684\u72af\u7f6a<\/a> |2016 \u5e74 8 \u6708  <br\/><sup>10<\/sup> \u6e1b\u5c11 <a href=\"https:\/\/www.techtarget.com\/searchenterpriseai\/feature\/6-ways-to-reduce-different-types-of-bias-in-machine-learning\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u6a5f\u5668\u5b78\u7fd2\u4e2d\u4e0d\u540c\u985e\u578b\u504f\u898b\u7684 6 \u7a2e\u65b9\u6cd5<\/a> |2023 \u5e74 7 \u6708 28 \u65e5  <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u5e7e\u4e4e\u61c9\u7528\u65bc\u6240\u6709\u53ef\u60f3\u50cf\u7684\u7522\u696d\uff0c\u516c\u5171\u5b89\u5168\u8207\u4fdd\u5168\u4e5f\u4e0d\u4f8b\u5916\u3002 \u4e16\u754c\u5404\u5730\u7684\u57ce\u5e02\u90fd\u5728\u5229\u7528\u4eba\u5de5\u667a\u6167\u4f86\u78ba\u4fdd\u516c\u6c11\u7684\u5b89\u5168\uff0c\u540c\u6642\u4fdd\u8b77\u96b1\u79c1\u548c\u57fa\u672c\u4eba\u6b0a\u3002 \u4f7f\u7528\u4eba\u5de5\u667a\u6167\u9032\u884c\u76e3\u63a7\u8207\u9810\u6e2c\u6027\u8b66\u52d9\u6709\u660e\u986f\u7684\u512a\u52e2\u3002 \u7136\u800c\uff0c\u95dc\u65bc\u502b\u7406\u8207\u96b1\u79c1\u7684\u4e00\u4e9b\u73fe\u6709\u6311\u6230\uff0c\u5c07\u4f7f\u5728\u516c\u5171\u5b89\u5168\u9818\u57df\u63a1\u7528\u4eba\u5de5\u667a\u6167\u6210\u70ba\u4e00\u500b\u5177\u722d\u8b70\u6027\u7684\u8b70\u984c\u3002 \u5fb7\u52e4\u6700\u8fd1\u7684\u4e00\u9805\u7814\u7a76\u767c\u73fe\uff0c\u667a\u6167\u79d1\u6280\u53ef\u4ee5\u5e6b\u52a9\u5c07\u72af\u7f6a\u7387\u6e1b\u5c11 30% \u81f3 40% 1\uff0c\u4e26\u5c07\u7dca\u6025\u670d\u52d9\u7684\u56de\u61c9\u6642\u9593\u7e2e\u77ed 20%<\/p>\n","protected":false},"author":3,"featured_media":17136,"template":"","blog-category":[3599],"blog-tag":[3552,3469,3443,3444,3446,3450],"class_list":["post-21501","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-3599","blog-tag-3552","blog-tag-3469","blog-tag-3443","blog-tag-3444","blog-tag-3446","blog-tag-3450"],"acf":[],"_links":{"self":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog\/21501","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/users\/3"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/media\/17136"}],"wp:attachment":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/media?parent=21501"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog-category?post=21501"},{"taxonomy":"blog-tag","embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog-tag?post=21501"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}