{"id":21500,"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%e8%83%bd%e5%a6%82%e4%bd%95%e4%bf%83%e8%bf%9b%e5%85%ac%e5%85%b1%e5%ae%89%e5%85%a8%e5%92%8c%e5%87%8f%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\/cn\/blog\/how-ai-promotes-public-safety-and-reduces-crime\/","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u4fc3\u8fdb\u516c\u5171\u5b89\u5168\u548c\u51cf\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\u80fd\u57ce\u5e02\u4ea4\u901a\u76d1\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\u80fd\uff08AI\uff09\u51e0\u4e4e\u5e94\u7528\u4e8e\u6240\u6709\u53ef\u4ee5\u60f3\u8c61\u5230\u7684\u884c\u4e1a\uff0c\u516c\u5171\u5b89\u5168\u548c\u5b89\u4fdd\u4e5f\u4e0d\u4f8b\u5916\u3002 \u4e16\u754c\u5404\u5730\u7684\u57ce\u5e02\u90fd\u5728\u5229\u7528\u4eba\u5de5\u667a\u80fd\u786e\u4fdd\u5e02\u6c11\u7684\u5b89\u5168\uff0c\u540c\u65f6\u4fdd\u62a4\u9690\u79c1\u548c\u57fa\u672c\u4eba\u6743\u3002 \u5c06\u4eba\u5de5\u667a\u80fd\u7528\u4e8e\u76d1\u63a7\u548c\u9884\u6d4b\u6027\u8b66\u52a1\u7684\u4f18\u52bf\u663e\u800c\u6613\u89c1\u3002 \u4e0d\u8fc7\uff0c\u76ee\u524d\u5728\u9053\u5fb7\u548c\u9690\u79c1\u65b9\u9762\u5b58\u5728\u7684\u4e00\u4e9b\u6311\u6218\u5c06\u4f7f\u5728\u516c\u5171\u5b89\u5168\u9886\u57df\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u6210\u4e3a\u4e00\u4e2a\u6709\u4e89\u8bae\u7684\u8bdd\u9898\u3002  <\/p>\n\n<p>\u5fb7\u52e4\uff08Deloitte\uff09\u6700\u8fd1\u7684\u4e00\u9879\u7814\u7a76\u53d1\u73b0\uff0c\u667a\u80fd\u6280\u672f\u53ef\u5e2e\u52a9\u51cf\u5c11 30% \u81f3 40% \u7684\u72af\u7f6a<sup>1 \uff0c<\/sup>\u7f29\u77ed 20% \u81f3 35% \u7684\u5e94\u6025\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\uff0c\u4ece\u800c\u4f7f\u57ce\u5e02\u66f4\u52a0\u5b89\u5168\uff0c\u5e94\u6025\u670d\u52a1\u66f4\u5177\u5f71\u54cd\u529b\u3002\u76ee\u524d\uff0c<a href=\"https:\/\/ambiq.com\/cn\/blog\/a-lightbulb-moment-smart-street-lighting-illuminates-the-future\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u667a\u6167\u57ce\u5e02<\/a>\u5df2\u7ecf\u5f00\u59cb\u91c7\u7528\u5404\u79cd\u4eba\u5de5\u667a\u80fd\u5de5\u5177\uff0c\u5305\u62ec\u9762\u90e8\u8bc6\u522b\u548c\u751f\u7269\u8bc6\u522b\uff0884%\uff09\u3001\u8f66\u8f7d\u548c\u8b66\u7528\u8f66\u8eab\u6444\u50cf\u5934\uff0855%\uff09\u3001\u65e0\u4eba\u673a\u548c\u7a7a\u4e2d\u76d1\u63a7\uff0846%\uff09\u4ee5\u53ca\u4f17\u5305\u72af\u7f6a\u62a5\u544a\u548c\u5e94\u6025\u5e94\u7528\u7a0b\u5e8f\uff0839%\uff09\u3002<sup>2<\/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\u80fd\u5728\u516c\u5171\u5b89\u5168\u9886\u57df\u7684\u5e94\u7528  <\/strong><\/h2>\n\n<p>\u4ee5\u4e0b\u662f\u4eba\u5de5\u667a\u80fd\u5728\u5168\u7403\u8303\u56f4\u5185\u5e2e\u52a9\u521b\u5efa\u667a\u80fd\u3001\u5b89\u5168\u57ce\u5e02\u7684\u51e0\u79cd\u5177\u4f53\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\u51fb\u6050\u6016\u4e3b\u4e49\u5a01\u80c1\u548c\u6d3b\u52a8  <\/strong><\/h3>\n\n<p><sup>3<\/sup>\u4eba\u5de5\u667a\u80fd\u68c0\u6d4b\u6050\u6016\u4e3b\u4e49\u5ba3\u4f20\u7684\u51c6\u786e\u7387\u8d85\u8fc7 99.9%\uff0c<sup>4<\/sup>\u53ef\u5206\u6790\u4e0a\u4f20\u7684\u56fe\u50cf\u548c\u89c6\u9891\uff0c\u5e76\u5c06\u5176\u4ece\u4e92\u8054\u7f51\u4e0a\u5220\u9664\u3002 \u8fd9\u6709\u52a9\u4e8e\u9632\u6b62\u7f51\u4e0a\u6050\u6016\u4e3b\u4e49\u62db\u52df\uff0c\u963b\u6b62\u6709\u5bb3\u5ba3\u4f20\u7684\u4f20\u64ad\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\u52a8\u8bc6\u522b\u53ef\u7591\u94f6\u884c\u6d3b\u52a8  <\/strong><\/h3>\n\n<p>\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u53ef\u4ee5\u68c0\u6d4b\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u60c5\u51b5\uff0c\u5e76\u63d0\u4f9b\u6709\u5173\u7ea2\u8272\u8b66\u62a5\u548c\u72af\u7f6a\u7b56\u7565\u7684\u5b9e\u65f6\u66f4\u65b0\uff0c\u4ece\u800c\u4e3a\u94f6\u884c\u4e1a\u52a1\u63d0\u4f9b\u652f\u6301\u3002 \u5b83\u8fd8\u53ef\u4ee5\u6c47\u603b\u8fd9\u4e9b\u6d77\u91cf\u6570\u636e\uff0c\u4ee5\u786e\u5b9a\u8d8b\u52bf\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-natural-disaster-response-nbsp\"><strong>\u5e94\u5bf9\u81ea\u7136\u707e\u5bb3  <\/strong><\/h3>\n\n<p>\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u53ef\u4ee5\u4e0e\u536b\u661f\u56fe\u50cf\u5408\u4f5c\uff0c\u8ba9\u653f\u5e9c\u5b98\u5458\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u81ea\u7136\u707e\u5bb3\u7684\u6f5c\u5728\u5f71\u54cd\u3002 \u4f8b\u5982\uff0c\u5728\u98d3\u98ce\u5730\u533a\uff0c\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u5e2e\u52a9\u786e\u5b9a\u54ea\u4e9b\u707e\u5bb3\u4f1a\u53d1\u751f\uff0c\u54ea\u4e9b\u7cfb\u7edf\u53ef\u80fd\u4f1a\u5931\u7075\uff0c\u54ea\u4e9b\u5730\u533a\u6700\u5371\u9669\u3002 \u8fd9\u6709\u52a9\u4e8e\u5e94\u6025\u5c0f\u7ec4\u968f\u65f6\u5f85\u547d\uff0c\u8fc5\u901f\u8fdb\u5165\u8fd9\u4e9b\u533a\u57df\uff0c\u6216\u9002\u5f53\u5b89\u6392\u758f\u6563\u7684\u4f18\u5148\u6b21\u5e8f\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\u63a7\u5236  <\/strong><\/h3>\n\n<p>\u4eba\u7fa4\u53ef\u80fd\u975e\u5e38\u5371\u9669\uff0c\u800c\u4eba\u5de5\u667a\u80fd\u6709\u52a9\u4e8e\u51cf\u5c11\u4eba\u6d41\u5bc6\u96c6\u5730\u533a\u548c\u573a\u6240\u7684\u4e0d\u786e\u5b9a\u6027\u548c\u98ce\u9669\u3002 \u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u63d0\u4f9b\u4ea4\u901a\u548c\u4eba\u5458\u6539\u9053\u5efa\u8bae\uff0c\u8fd8\u80fd\u4f18\u5316\u5a01\u80c1\u5e94\u5bf9\u63aa\u65bd\u3002 \u4f8b\u5982\uff0c\u5728 COVID \u671f\u95f4\uff0c\u4eba\u5de5\u667a\u80fd\u88ab\u7528\u4e8e\u76d1\u6d4b\u4eba\u6d41\u5bc6\u96c6\u533a\uff0c\u5e76\u6c47\u603b\u63a5\u89e6\u6700\u591a\u7684\u8868\u9762\u7684\u6570\u636e<sup>\u3002<\/sup> <\/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\u80fd\u5728\u516c\u5171\u5b89\u5168\u9886\u57df\u7684\u5b9e\u9645\u5e94\u7528\u6848\u4f8b  <\/strong><\/h2>\n\n<p>\u4e16\u754c\u5404\u5730\u7684\u57ce\u5e02\u6b63\u5728\u5176\u653f\u5e9c\u548c\u6c11\u4e8b\u6d3b\u52a8\u4e2d\u5b9e\u65bd\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u6539\u5584\u516c\u5171\u5b89\u5168\u548c\u51cf\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\u533b\u7597\u673a\u6784\u3001\u8fb9\u5883\u5b89\u5168\u548c\u56fd\u571f\u5b89\u5168\u9886\u57df\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u7684\u56fd\u5bb6\u4e4b\u4e00\u3002\u4f8b\u5982\uff0c\u65b0\u52a0\u5761\u6c11\u9632\u90e8\u961f\u4f7f\u7528\u65e0\u4eba\u673a\u7b49\u65e0\u4eba\u9a7e\u9a76\u98de\u884c\u5668\u8fdb\u884c\u706b\u707e\u8ddf\u8e2a\u3001\u76d1\u89c6\u548c\u641c\u6551<sup>\u30026<\/sup>\u5728 COVID \u671f\u95f4\uff0cSPOTON \u88ab\u7528\u4f5c\u5927\u89c4\u6a21\u4f53\u6e29\u7b5b\u67e5\u89e3\u51b3\u65b9\u6848<sup>7<\/sup>\uff0c\u8986\u76d6\u65b0\u52a0\u5761 560 \u4e07<sup>\u5c45\u6c11<\/sup>8\u3001 <sup> <\/sup>\u800c<sup>Ambiq\u00ae<\/sup>\u5219<a href=\"https:\/\/ambiq.com\/cn\/news\/ambiq-enables-singapores-tracetogether-token-to-help-fight-against-covid-19\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u542f\u7528\u4e86\u8be5\u56fd\u7684 TraceTogether<\/a>\u4ee4\u724c\uff0c\u7528\u4e8e\u793e\u533a\u8054\u7cfb\u4eba\u8ffd\u8e2a\u3002  <\/p>\n\n<p>\u65e5\u672c\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u652f\u6301\u7684\u9884\u6d4b\u6027\u8b66\u52a1\u6765\u8861\u91cf\u8b66\u529b\u7edf\u8ba1\u6570\u636e\uff0c\u540c\u65f6\u63d0\u4f9b\u5176\u4ed6\u72af\u7f6a\u7ec6\u8282\uff0c\u5982\u65f6\u95f4\u3001\u5730\u70b9\u3001\u5929\u6c14\u548c\u5730\u7406\u6761\u4ef6\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-rio-de-janeiro-nbsp\"><strong>\u91cc\u7ea6\u70ed\u5185\u5362  <\/strong><\/h3>\n\n<p>\u91cc\u7ea6\u70ed\u5185\u5362\u653f\u5e9c\u5728\u4e3e\u529e\u5965\u8fd0\u4f1a\u65f6\u9996\u6b21\u4f7f\u7528\u4e86 CrimeRadar\u3002 \u8fd9\u6b3e\u9884\u6d4b\u72af\u7f6a\u5e94\u7528\u7a0b\u5e8f\u5229\u7528\u5148\u8fdb\u7684\u6570\u636e\u76d1\u63a7\u72af\u7f6a\u7387\u548c\u6f5c\u5728\u98ce\u9669\uff0c\u5982\u591c\u95f4\u6216\u9ad8\u6d41\u91cf\u4e8b\u4ef6\u3002 \u56e0\u6b64\uff0c\u4e16\u754c\u4e0a\u6700\u5371\u9669\u7684\u57ce\u5e02\u4e4b\u4e00\u7684\u72af\u7f6a\u7387\u964d\u4f4e\u4e86 30-40%<sup>9<\/sup>\u3002  <\/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\u80fd\u5728\u516c\u5171\u76d1\u63a7\u4e2d\u7684\u98ce\u9669  <\/strong><\/h2>\n\n<p>\u4e0e\u4eba\u5de5\u667a\u80fd\u5728\u8bb8\u591a\u9886\u57df\u7684\u5e94\u7528\u4e00\u6837\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u516c\u5171\u76d1\u63a7\u548c\u5b89\u5168\u9886\u57df\u7684\u5e94\u7528\u4e5f\u5e76\u975e\u6ca1\u6709\u6311\u6218\u3002 \u5bf9\u6280\u672f\u4e0d\u5b8c\u5584\u5bfc\u81f4\u7ed3\u679c\u6709\u504f\u5dee\u7684\u62c5\u5fe7\u662f\u5e7f\u6cdb\u91c7\u7528\u7684\u91cd\u5927\u6311\u6218\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-imperfect-technology-nbsp\"><strong>\u4e0d\u5b8c\u7f8e\u7684\u6280\u672f  <\/strong><\/h3>\n\n<p>\u4eba\u5de5\u667a\u80fd\u4e0d\u65ad\u53d1\u5c55\u548c\u5b8c\u5584\u3002 \u540c\u65f6\uff0c\u5982\u679c\u4eba\u7c7b\u4e0d\u51c6\u5907\u5bf9\u6570\u636e\u548c\u89c1\u89e3\u8fdb\u884c\u4e8b\u5b9e\u6838\u67e5\uff0c\u5b83\u5c31\u4f1a\u88ab\u5229\u7528\u6765\u505a\u51fa\u53ef\u80fd\u6709\u5bb3\u7684\u51b3\u5b9a\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-bias-nbsp\"><strong>\u504f\u89c1  <\/strong><\/h3>\n\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u7684\u8bde\u751f\uff0c\u5b83\u6709\u53ef\u80fd\u5438\u6536\u8bbe\u8ba1\u8005\u7684\u504f\u89c1\u3002 \u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u53ef\u9760\u6027\u53d6\u51b3\u4e8e\u7528\u4e8e\u8bad\u7ec3\u5b83\u4eec\u7684\u6570\u636e\uff1b\u5b83\u4eec\u53ef\u80fd\u4f1a\u65e0\u610f\u4e2d\u53cd\u6620\u51fa\u8bbe\u8ba1\u8005\u751a\u81f3\u662f\u6536\u96c6\u6570\u636e\u7684\u79d1\u5b66\u5bb6\u7684\u504f\u89c1\u3002 \u4e8b\u5b9e\u4e0a\uff0c\u7531\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u57fa\u7840\u662f\u5728\u6709\u504f\u5dee\u7684\u60c5\u51b5\u4e0b\u5f62\u6210\u7684\uff08\u4f8b\u5982\uff0c\u9ed1\u8272\u7d20\u7624\u6a21\u578b\u53ef\u80fd\u4f1a\u6210\u529f\u9884\u6d4b\u6709\u5bb6\u65cf\u75c5\u53f2\u7684\u60a3\u8005\uff09\uff0c\u56e0\u6b64\u6211\u4eec\u5fc5\u987b\u4e0d\u65ad\u6539\u8fdb\u6307\u5357\uff0c\u4ee5\u5efa\u7acb\u51c6\u786e\u7684\u6a21\u578b\u3002  <\/p>\n\n<p>Tech Target \u6307\u51fa\uff0c\u5982\u679c\u5f00\u53d1\u4eba\u5458\u9075\u5faa\u4ee5\u4e0b\u6b65\u9aa4\uff0c\u5c31\u80fd\u6539\u5584\u673a\u5668\u5b66\u4e60\u7684\u504f\u5dee<sup>\uff1a10<\/sup><\/p>\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u8bc6\u522b\u6f5c\u5728\u7684\u504f\u89c1\u6765\u6e90  <\/li>\n\n\n\n<li>\u5236\u5b9a\u6d88\u9664\u504f\u89c1\u7684\u6307\u5bfc\u65b9\u9488  <\/li>\n\n\n\n<li>\u786e\u5b9a\u51c6\u786e\u7684\u4ee3\u8868\u6027\u6570\u636e  <\/li>\n\n\n\n<li>\u8bb0\u5f55\u5982\u4f55\u9009\u62e9\u548c\u6e05\u7406\u6570\u636e  <\/li>\n\n\n\n<li>\u7b5b\u67e5\u6a21\u578b\u7684\u504f\u5dee\u548c\u6027\u80fd  <\/li>\n\n\n\n<li>\u76d1\u6d4b\u548c\u5ba1\u67e5\u5b9e\u9645\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\u9690\u79c1\u95ee\u9898  <\/strong><\/h3>\n\n<p>\u8bb8\u591a\u4eba\u8fd8\u63d0\u51fa\u4e86\u5bf9\u4eba\u5de5\u667a\u80fd\u516c\u5171\u76d1\u63a7\u9690\u79c1\u7684\u62c5\u5fe7\u3002 \u8fd9\u4e9b\u5de5\u5177\u4e3a\u667a\u80fd\u57ce\u5e02\u63d0\u4f9b\u4e86\u5927\u91cf\u6709\u5173\u4e2a\u4eba\u5168\u5929\u884c\u52a8\u7684\u8be6\u7ec6\u6570\u636e\uff0c\u4ece\u800c\u5f15\u53d1\u4e86\u4eba\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u88ab\u7528\u4e8e\u635f\u5bb3\u516c\u6c11\u81ea\u7531\u7684\u76ee\u7684\u7684\u62c5\u5fe7\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-ambiq-contributes-nbsp\" style=\"font-size:26px\"><strong>Ambiq \u5982\u4f55\u505a\u51fa\u8d21\u732e  <\/strong><\/h2>\n\n<p>\u4eba\u5de5\u667a\u80fd\u7684\u4ecb\u5165\u589e\u5f3a\u4e86\u4eba\u7c7b\u7684\u80fd\u529b\u3002\u5728\u516c\u5171\u5b89\u5168\u9886\u57df\uff0c\u8fd9\u5728\u5904\u7406\u5927\u91cf\u4eba\u7fa4\u548c\u5e7f\u9614\u7684\u7269\u7406\u533a\u57df\u65f6\u5c24\u5176\u6709\u7528\u3002Ambiq \u7684<a href=\"https:\/\/ambiq.com\/spot\/\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>SPOT\u00ae<\/sup>\u6280\u672f<\/a>\u4e3a\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u63d0\u4f9b\u4e86\u6700\u9ad8\u80fd\u6548\u548c\u66f4\u957f\u7684\u7535\u6c60\u5bff\u547d\uff0c\u6709\u52a9\u4e8e\u6539\u5584\u516c\u5171\u5b89\u5168\uff0c\u4e3a\u5e02\u6c11\u521b\u9020\u66f4\u597d\u7684\u751f\u6d3b\u8d28\u91cf\u3002    <\/p>\n\n<p><strong>\u8d44\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\">\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u76d1\u63a7\u548c\u9884\u6d4b\u6027\u8b66\u52a1 |<\/a>2023\u5e74  <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\">\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u76d1\u63a7\u548c\u9884\u6d4b\u6027\u8b66\u52a1 |<\/a>2023\u5e74  <br\/><sup>3<\/sup> <a href=\"https:\/\/ourworldindata.org\/terrorism\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u6050\u6016\u4e3b\u4e49<\/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\u80fd\u5982\u4f55\u6210\u4e3a\u6700\u65b0\u7684\u516c\u5171\u5b89\u5168\u5b98\u5458<\/a>| 2020 \u5e74 1 \u6708 1 \u65e5  <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\u80fd\u662f\u4eba\u7fa4\u7ba1\u7406\u7684\u6700\u4f73\u89e3\u51b3\u65b9\u6848\u5417<\/a>\uff1f  <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\">\u900f\u89c6\u65b0\u52a0\u5761<\/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 - \u7528\u4e8e\u4eba\u7fa4\u4f53\u6e29\u68c0\u6d4b\u7684\u667a\u80fd\u70ed\u626b\u63cf\u4eea<\/a>| 2022 \u5e74 8 \u6708 11 \u65e5  <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\">\u56fd\u5bb6\u4eba\u53e3\u53f8\u548c\u4eba\u624d\u53f8 - \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\u5229\u7528\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u91cc\u7ea6\u7684\u72af\u7f6a\u60c5\u51b5<\/a>| 2016\u5e748\u6708  <br\/><sup>10<\/sup> <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\">\u51cf\u5c11\u673a\u5668\u5b66\u4e60\u4e2d\u4e0d\u540c\u7c7b\u578b\u504f\u5dee\u7684 6 \u79cd\u65b9\u6cd5<\/a>| 2023 \u5e74 7 \u6708 28 \u65e5  <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u51e0\u4e4e\u5e94\u7528\u4e8e\u6240\u6709\u53ef\u4ee5\u60f3\u8c61\u5230\u7684\u884c\u4e1a\uff0c\u516c\u5171\u5b89\u5168\u548c\u5b89\u4fdd\u4e5f\u4e0d\u4f8b\u5916\u3002 \u4e16\u754c\u5404\u5730\u7684\u57ce\u5e02\u90fd\u5728\u5229\u7528\u4eba\u5de5\u667a\u80fd\u786e\u4fdd\u5e02\u6c11\u7684\u5b89\u5168\uff0c\u540c\u65f6\u4fdd\u62a4\u9690\u79c1\u548c\u57fa\u672c\u4eba\u6743\u3002 \u5c06\u4eba\u5de5\u667a\u80fd\u7528\u4e8e\u76d1\u63a7\u548c\u9884\u6d4b\u6027\u8b66\u52a1\u7684\u4f18\u52bf\u663e\u800c\u6613\u89c1\u3002 \u4e0d\u8fc7\uff0c\u76ee\u524d\u5728\u9053\u5fb7\u548c\u9690\u79c1\u65b9\u9762\u5b58\u5728\u7684\u4e00\u4e9b\u6311\u6218\u5c06\u4f7f\u5728\u516c\u5171\u5b89\u5168\u9886\u57df\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u6210\u4e3a\u4e00\u4e2a\u6709\u4e89\u8bae\u7684\u8bdd\u9898\u3002 \u5fb7\u52e4\uff08Deloitte\uff09\u6700\u8fd1\u7684\u4e00\u9879\u7814\u7a76\u53d1\u73b0\uff0c\u667a\u80fd\u6280\u672f\u53ef\u5e2e\u52a9\u51cf\u5c11 30% \u81f3 40% \u7684\u72af\u7f6a1 \uff0c\u7f29\u77ed<\/p>\n","protected":false},"author":3,"featured_media":17135,"template":"","blog-category":[3581],"blog-tag":[3548,3496,3472,3476,3462,3463],"class_list":["post-21500","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-3581","blog-tag-3548","blog-tag-3496","blog-tag-3472","blog-tag-3476","blog-tag-3462","blog-tag-3463"],"acf":[],"_links":{"self":[{"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/blog\/21500","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/users\/3"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/media\/17135"}],"wp:attachment":[{"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/media?parent=21500"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/blog-category?post=21500"},{"taxonomy":"blog-tag","embeddable":true,"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/blog-tag?post=21500"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}