{"id":10195,"date":"2026-07-14T14:40:55","date_gmt":"2026-07-14T06:40:55","guid":{"rendered":"https:\/\/infernews.com\/blog\/lightmem-ego\/"},"modified":"2026-07-14T14:40:55","modified_gmt":"2026-07-14T06:40:55","slug":"lightmem-ego","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/lightmem-ego\/","title":{"rendered":"LightMem-Ego\uff1aAI \u773c\u93e1\u53ca\u624b\u6a5f\u7684\u65e5\u5e38\u8a18\u61b6\u7cfb\u7d71"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/system_design.png\" alt=\"LightMem-Ego Logo\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">LightMem-Ego \u7531 Zhejiang University\u3001South China University of Technology\u3001Central China Normal University \u8207 Lenovo Group Limited \u5171\u540c\u958b\u767c\u3002\u5b83\u7784\u6e96\u7684\u662f\u624b\u6a5f\u8207 AI \u773c\u93e1\u9577\u6642\u9593\u63a5\u6536\u5f71\u50cf\u3001\u8072\u97f3\u5f8c\uff0c\u600e\u6a23\u628a\u96f6\u6563\u7247\u6bb5\u8b8a\u6210\u53ef\u8ffd\u554f\u7684\u65e5\u5e38\u8a18\u61b6\uff0c\u5c6c\u65bc\u7aef\u5230\u7aef streaming multimodal memory system\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6709\u591a\u6a21\u614b\u52a9\u7406\u591a\u6578\u64c5\u9577\u56de\u7b54\u7576\u4e0b\u756b\u9762\u6216\u55ae\u6b21\u5c0d\u8a71\uff0c\u4f46\u8981\u56de\u60f3\u525b\u624d\u8ab0\u8b1b\u904e\u751a\u9ebc\u3001\u7269\u4ef6\u653e\u5728\u54ea\u88cf\u3001\u4e00\u5929\u5167\u767c\u751f\u904e\u751a\u9ebc\uff0c\u5c31\u9700\u8981\u628a\u9023\u7e8c\u7d93\u9a57\u7d2f\u7a4d\u3001\u6574\u7406\u548c\u6aa2\u7d22\u3002LightMem-Ego \u7684\u505a\u6cd5\u662f\u628a\u7b2c\u4e00\u8eab visual-audio streams \u5c0d\u9f4a\u5230\u540c\u4e00\u689d\u6642\u9593\u7dda\uff0c\u518d\u5206\u6210 Current memory\u3001Short-term memory \u548c Long-term memory\uff0c\u67e5\u8a62\u6642\u6309\u554f\u984c\u52d5\u614b\u8def\u7531\u5230\u5408\u9069\u8a18\u61b6\u5c64\uff0c\u4e26\u7528 timestamped multimodal evidence \u652f\u6490\u7b54\u6848\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5de5\u4f5c\u6d41\u5b9a\u4f4d<\/strong>\uff1a\u9023\u63a5 Rokid AI Glass Android app\u3001browser frontend \u548c online backend service\u3002<\/li>\n<li><strong>\u4e3b\u8981\u7528\u9014<\/strong>\uff1aobject finding\u3001conversation recall\u3001life summarization\u3001routine discovery \u548c hands-free wearable assistance\u3002<\/li>\n<li><strong>\u6838\u5fc3\u53d6\u6368<\/strong>\uff1a\u4e0d\u662f\u53ea\u8ffd\u6c42\u55ae\u6b21\u591a\u6a21\u614b\u7406\u89e3\uff0c\u800c\u662f\u628a\u8f15\u91cf\u3001\u6301\u7e8c\u7d2f\u7a4d\u548c\u53ef\u6aa2\u7d22\u8a18\u61b6\u653e\u5728\u4e2d\u5fc3\u3002<\/li>\n<li><strong>\u90e8\u7f72\u7406\u89e3<\/strong>\uff1a Quick Start \u8207 glasses + web deployment\uff0c\u4f46\u63d0\u4f9b\u8cc7\u6599\u672a\u5217\u51fa\u5b8c\u6574\u5b89\u88dd\u6307\u4ee4\u6216\u6a21\u578b\u914d\u7f6e\u7d30\u7bc0\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u53ef\u7a7f\u6234\u88dd\u7f6e\u958b\u767c\u8005\u3001\u500b\u4eba\u52a9\u7406\u7522\u54c1\u5718\u968a\u4f86\u8aaa\uff0c\u9019\u500b\u9805\u76ee\u7684\u50f9\u503c\u5728\u65bc\u5b83\u628a\u64f7\u53d6\u3001\u6642\u9593\u7dda\u5c0d\u9f4a\u3001\u8a18\u61b6\u5206\u5c64\u548c\u554f\u7b54\u4e32\u6210\u4e00\u689d\u8f03\u5b8c\u6574\u7684\u6d41\u7a0b\u3002\u5b83\u4e5f\u8f03\u9069\u5408\u9700\u8981\u6e2c\u8a66\u300c\u9577\u6642\u9593\u751f\u6d3b\u8108\u7d61\u300d\u7684\u5834\u666f\uff0c\u800c\u4e0d\u662f\u53ea\u505a\u55ae\u5f35\u5716\u7247\u554f\u7b54\u6216\u77ed\u8a9e\u97f3\u8f49\u9304\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6027\u80fd\u8207\u8a55\u4f30\u8cc7\u6599\u5728\u63d0\u4f9b\u5167\u5bb9\u4e2d\u4ecd\u7136\u6709\u9650\uff0c\u672a\u898b\u5177\u9ad4 benchmark \u6578\u5b57\u53ef\u5f15\u7528\u3002\u76f8\u95dc\u6a21\u578b\u8cc7\u6599\u53ea\u63d0\u5230 multimodal large language models \u7684\u80cc\u666f\uff0c\u5305\u62ec OpenAI \u8207 Gemini\uff1b\u672a\u660e\u78ba\u6307\u5b9a LightMem-Ego \u5f8c\u7aef\u5fc5\u9808\u4f7f\u7528\u54ea\u4e00\u500b\u56fa\u5b9a\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/zjunlp\/LightMem-Ego\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2607.11487\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>LightMem-Ego \u628a\u7b2c\u4e00\u8eab\u8996\u89d2\u5f71\u50cf\u8207\u8072\u97f3\u6574\u7406\u6210\u53ef\u67e5\u8a62\u8a18\u61b6\uff0c\u9069\u5408\u7406\u89e3 AI \u773c\u93e1\u5982\u4f55\u8b8a\u6210\u751f\u6d3b\u52a9\u7406\u3002<\/p>\n","protected":false},"author":8,"featured_media":10194,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,140,153,116,29,119,128,189,197,199],"tags":[],"class_list":["post-10195","post","type-post","status-publish","format-standard","hentry","category-133","category-gemini","category-openai","category-agentic","category-audio","category-119","category-128","category-189","category-framework","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10195","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=10195"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10195\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10194"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10195"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10195"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}