{"id":909,"date":"2026-01-31T00:30:18","date_gmt":"2026-01-30T15:30:18","guid":{"rendered":"https:\/\/itexplore.org\/jp\/columns\/arcee-ai-400b-llm-chrome-gemini-integration\/"},"modified":"2026-01-31T00:30:18","modified_gmt":"2026-01-30T15:30:18","slug":"arcee-ai-400b-llm-chrome-gemini-integration","status":"publish","type":"post","link":"https:\/\/itexplore.org\/jp\/columns\/arcee-ai-400b-llm-chrome-gemini-integration\/","title":{"rendered":"Arcee AI\u306e400B LLM\u3068Chrome\u306eGemini\u7d71\u5408"},"content":{"rendered":"<p>\u672c\u65e5\u306e\u6ce8\u76eeAI\u30fb\u30c6\u30c3\u30af\u30cb\u30e5\u30fc\u30b9\u3092\u3001\u5c02\u9580\u7684\u306a\u5206\u6790\u3068\u5171\u306b\u304a\u5c4a\u3051\u3057\u307e\u3059\u3002<\/p>\n<div class=\"wp-block-vk-blocks-alert vk_alert alert alert-warning has-alert-icon\">\n<div class=\"vk_alert_icon\">\n<div class=\"vk_alert_icon_icon\"><i class=\"fa-solid fa-triangle-exclamation\" aria-hidden=\"true\"><\/i><\/div>\n<div class=\"vk_alert_icon_text\"><span>Warning<\/span><\/div>\n<\/div>\n<div class=\"vk_alert_content\">\n<p>\u3053\u306e\u8a18\u4e8b\u306fAI\u306b\u3088\u3063\u3066\u81ea\u52d5\u751f\u6210\u30fb\u5206\u6790\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u3002AI\u306e\u6027\u8cea\u4e0a\u3001\u4e8b\u5b9f\u8aa4\u8a8d\u304c\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u91cd\u8981\u306a\u5224\u65ad\u3092\u4e0b\u3059\u969b\u306f\u5fc5\u305a\u30ea\u30f3\u30af\u5148\u306e\u4e00\u6b21\u30bd\u30fc\u30b9\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n<\/div>\n<div class=\"wp-block-group\" style=\"margin-top:40px;margin-bottom:40px\">\n<h2 class=\"wp-block-heading\">Arcee AI\u3001Meta\u306eLlama\u3092\u51cc\u99d5\u3059\u308b400B\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u3092\u30bc\u30ed\u304b\u3089\u69cb\u7bc9<\/h2>\n<ul>\n<li><strong>\u539f\u984c:<\/strong> Tiny Startup Arcee AI Built a 400B Open Source LLM From Scratch to Best Meta's Llama<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u5206\u6790<\/h3>\n<div class=\"ai-summary-content\">\n<p>\u65b0\u8208\u4f01\u696d<strong>Arcee AI<\/strong>\u306f\u3001\u30bc\u30ed\u304b\u3089\u69cb\u7bc9\u3055\u308c\u305f4000\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e<strong>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM<\/strong>\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001<strong>Meta<\/strong>\u306e<strong>Llama<\/strong>\u30b7\u30ea\u30fc\u30ba\u3092\u6027\u80fd\u3067\u4e0a\u56de\u308b\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>Arcee AI<\/strong>\u306e\u30e2\u30c7\u30eb\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u3001\u63a8\u8ad6\u30bf\u30b9\u30af\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u751f\u6210\u306b\u304a\u3044\u3066\u3001\u3057\u3070\u3057\u3070<strong>Llama<\/strong>\u30925-10%\u4e0a\u56de\u308b\u6027\u80fd\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u306e\u516c\u958b\u306f\u3001\u5b66\u8853\u754c\u3084\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306b\u304a\u3051\u308b\u7814\u7a76\u958b\u767a\u3092\u52a0\u901f\u3055\u305b\u3001\u3088\u308a\u5305\u62ec\u7684\u306aAI\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u4fc3\u9032\u3059\u308b\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\ud83d\udc49 <strong><a href=\"https:\/\/vertexaisearch.cloud.google.com\/grounding-api-redirect\/AUZIYQHf_lW0o_WZFvqF39UIKdp97vbBBpC8pPsnLsr9j6aEbreK9U5jZ1W4l0Bj4FJiRGUwqm4MtC92JM_MN-M1eRx8ThX74WWS_LGaDOJ1Ig3-hSH4EIm5Kzr0RoIdUUPppmmLqeTk7cK6CgfGrGg3fWybnTWWG6YbukGIRGkysTeLsQ==\" target=\"_blank\" rel=\"noopener\">BEAMSTART \u3067\u8a18\u4e8b\u5168\u6587\u3092\u8aad\u3080<\/a><\/strong><\/p>\n<\/div>\n<ul>\n<li><strong>\u8981\u70b9:<\/strong> Arcee AI's 400B open-source LLM demonstrates competitive performance against Meta's Llama, promoting broader AI accessibility.<\/li>\n<li><strong>\u8457\u8005:<\/strong> Editorial Staff<\/li>\n<\/ul>\n<blockquote class=\"wp-block-quote\"><p><span>English Summary:<\/span><\/p>\n<p>The startup <strong>Arcee AI<\/strong> has announced a 400 billion parameter <strong>open-source LLM<\/strong> built from scratch, reportedly surpassing <strong>Meta<\/strong>'s <strong>Llama<\/strong> series in performance.<\/p>\n<p><strong>Arcee AI<\/strong>'s model excels in natural language understanding, reasoning tasks, and creative generation, often outperforming <strong>Llama<\/strong> by 5-10%. The open-source nature of this model is expected to accelerate research and development across academia and startups, fostering a more inclusive AI ecosystem.<\/p>\n<\/blockquote>\n<\/div>\n<div class=\"wp-block-group\" style=\"margin-top:40px;margin-bottom:40px\">\n<h2 class=\"wp-block-heading\">Chrome\u304cGemini\u7d71\u5408\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u6a5f\u80fd\u3092\u5f37\u5316\u3057\u3001AI\u30d6\u30e9\u30a6\u30b6\u306b\u5bfe\u6297<\/h2>\n<ul>\n<li><strong>\u539f\u984c:<\/strong> Chrome takes on AI browsers with tighter Gemini integration, agentic features for autonomous tasks<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u5206\u6790<\/h3>\n<div class=\"ai-summary-content\">\n<p><strong>Google Chrome<\/strong>\u306f\u3001\u30d1\u30fc\u30b7\u30b9\u30c6\u30f3\u30c8\u306a<strong>Gemini<\/strong>\u30b5\u30a4\u30c9\u30d0\u30fc\u3092\u5c0e\u5165\u3057\u3001\u8907\u6570\u306e\u30bf\u30d6\u306b\u308f\u305f\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u8a8d\u8b58\u3067\u8cea\u554f\u306b\u56de\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<strong>AI Pro<\/strong>\u304a\u3088\u3073<strong>Ultra<\/strong>\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306e\u81ea\u52d5\u30d6\u30e9\u30a6\u30b8\u30f3\u30b0\u6a5f\u80fd\u306f\u3001\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u3084\u30d5\u30a9\u30fc\u30e0\u5165\u529b\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u81ea\u5f8b\u7684\u306b\u51e6\u7406\u3057\u3001\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u64cd\u4f5c\u306b\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u4ecb\u5165\u3092\u6c42\u3081\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u7d71\u5408\u306f\u3001<strong>OpenAI<\/strong>\u3001<strong>Perplexity<\/strong>\u306a\u3069\u306eAI\u30cd\u30a4\u30c6\u30a3\u30d6\u30d6\u30e9\u30a6\u30b6\u306b\u5bfe\u6297\u3059\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u30d6\u30e9\u30a6\u30b6\u30d9\u30fc\u30b9\u306e\u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u79fb\u884c\u3092\u793a\u5506\u3057\u3066\u3044\u307e\u3059\u3002<strong>Gemini<\/strong>\u30b5\u30a4\u30c9\u30d0\u30fc\u306f\u3001\u8907\u6570\u306e\u30bf\u30d6\u3092\u5358\u4e00\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30b0\u30eb\u30fc\u30d7\u3068\u3057\u3066\u6271\u3044\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u624b\u52d5\u3067\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3059\u308b\u3053\u3068\u306a\u304f\u88fd\u54c1\u3084\u4fa1\u683c\u3092\u6bd4\u8f03\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\ud83d\udc49 <strong><a href=\"https:\/\/vertexaisearch.cloud.google.com\/grounding-api-redirect\/AUZIYQHSpdEmzxXSS_-oqPEdhoKx13BzOh7SptehacSgUEDp_pw1a6JQURuaU4ZEkHT97fLwtR_XEJtjO1RLGI_Y26miHymbKyU74OOmIjqNdEN2m2v9OkdNKcu8fSbCK4OlSBlrSSbYpI2wEQt9Sh0qIzXhlTafk4omESWHUWMej8UDhZQTdtuJr6zVE8VR0_B5tu7O_JO3QvGGzYrvyJ17xkprRv1NxwWP2Qko1aJ-hoI_HW0fjRjXik8v8svIsE8CSaZuEso=\" target=\"_blank\" rel=\"noopener\">daily.dev \u3067\u8a18\u4e8b\u5168\u6587\u3092\u8aad\u3080<\/a><\/strong><\/p>\n<\/div>\n<ul>\n<li><strong>\u8981\u70b9:<\/strong> Google Chrome integrates Gemini and agentic features to compete with AI-first browsers, enhancing user productivity through autonomous task handling.<\/li>\n<li><strong>\u8457\u8005:<\/strong> Editorial Staff<\/li>\n<\/ul>\n<blockquote class=\"wp-block-quote\"><p><span>English Summary:<\/span><\/p>\n<p><strong>Google Chrome<\/strong> is introducing a persistent <strong>Gemini<\/strong> sidebar that answers questions about open tabs and websites with context awareness across multiple tabs. An auto-browse feature for <strong>AI Pro<\/strong> and <strong>Ultra<\/strong> users autonomously handles tasks like shopping and form filling, requesting user intervention for sensitive actions.<\/p>\n<p>This integration counters AI-native browsers from companies like <strong>OpenAI<\/strong> and <strong>Perplexity<\/strong>, signaling a shift towards browser-based autonomous agents. The <strong>Gemini<\/strong> sidebar treats multiple tabs as a single context group, enabling users to compare products or prices without manual data aggregation.<\/p>\n<\/blockquote>\n<\/div>\n<div class=\"wp-block-group\" style=\"margin-top:40px;margin-bottom:40px\">\n<h2 class=\"wp-block-heading\">\u30cb\u30e5\u30fc\u30e9\u30eb\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u300c\u30cb\u30e5\u30fc\u30e9\u30eb\u6027\u300d\u306b\u95a2\u3059\u308b\u8003\u5bdf<\/h2>\n<ul>\n<li><strong>\u539f\u984c:<\/strong> How 'Neural' is a Neural Foundation Model?<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u5206\u6790<\/h3>\n<div class=\"ai-summary-content\">\n<p>\u3053\u306e\u8ad6\u6587\u3067\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u6d3b\u52d5\u306e\u6700\u5148\u7aef\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u5185\u90e8\u69cb\u9020\u3092\u3001\u751f\u7406\u5b66\u8005\u306e\u8996\u70b9\u304b\u3089\u5206\u6790\u3057\u3066\u3044\u307e\u3059\u3002\u5404\u300c\u30cb\u30e5\u30fc\u30ed\u30f3\u300d\u306e\u5fdc\u7b54\u7279\u6027\u3092\u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af\u523a\u6fc0\u306b\u5bfe\u3057\u3066\u7279\u5fb4\u3065\u3051\u3001\u30c7\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304a\u3088\u3073\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30de\u30cb\u30db\u30fc\u30eb\u30c9\u3092\u69cb\u7bc9\u3057\u3066\u3001\u523a\u6fc0\u3068\u30cb\u30e5\u30fc\u30ed\u30f3\u6d3b\u52d5\u306e\u95a2\u4fc2\u3092\u8abf\u67fb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u7814\u7a76\u306e\u7d50\u679c\u3001\u30e2\u30c7\u30eb\u306e\u7570\u306a\u308b\u51e6\u7406\u6bb5\u968e\uff08\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u3001\u30ea\u30ab\u30ec\u30f3\u30c8\u3001\u8aad\u307f\u51fa\u3057\u30e2\u30b8\u30e5\u30fc\u30eb\uff09\u304c\u3001\u30de\u30cb\u30db\u30fc\u30eb\u30c9\u5185\u3067\u8cea\u7684\u306b\u7570\u306a\u308b\u8868\u73fe\u69cb\u9020\u3092\u793a\u3059\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7279\u306b\u30ea\u30ab\u30ec\u30f3\u30c8\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u3001\u7570\u306a\u308b\u6642\u9593\u7684\u523a\u6fc0\u30d1\u30bf\u30fc\u30f3\u306e\u8868\u73fe\u3092\u300c\u62bc\u3057\u5206\u3051\u308b\u300d\u3053\u3068\u3067\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30e2\u30b8\u30e5\u30fc\u30eb\u3088\u308a\u3082\u80fd\u529b\u304c\u5411\u4e0a\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u7814\u7a76\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u751f\u7269\u5b66\u7684\u95a2\u9023\u6027\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u5206\u6790\u624b\u6cd5\u3092\u63d0\u4f9b\u3057\u3001\u30e2\u30c7\u30eb\u8a2d\u8a08\u306e\u6539\u5584\u70b9\u3092\u793a\u5506\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\ud83d\udc49 <strong><a href=\"https:\/\/arxiv.org\/abs\/2601.21508\" target=\"_blank\" rel=\"noopener\">arXiv \u3067\u8a18\u4e8b\u5168\u6587\u3092\u8aad\u3080<\/a><\/strong><\/p>\n<\/div>\n<ul>\n<li><strong>\u8981\u70b9:<\/strong> Analysis of a neural foundation model reveals distinct representational structures across its modules, offering insights into biological plausibility and potential design enhancements.<\/li>\n<li><strong>\u8457\u8005:<\/strong> Johannes Bertram, Luciano Dyballa, Anderson Keller, Savik Kinger, Steven W. Zucker<\/li>\n<\/ul>\n<blockquote class=\"wp-block-quote\"><p><span>English Summary:<\/span><\/p>\n<p>This paper analyzes a state-of-the-art foundation model of neural activity from a physiological perspective, characterizing each 'neuron' by its temporal response properties to parametric stimuli. Decoding and encoding manifolds are constructed to investigate the relationship between stimuli and neural activity.<\/p>\n<p>The study reveals that different processing stages of the model exhibit qualitatively different representational structures. Notably, the recurrent module shows enhanced capabilities over the encoder by 'pushing apart' representations of different temporal stimulus patterns. This research offers novel analysis methods for understanding the biological relevance of neural foundation models and suggests design improvements.<\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Arcee AI\u304cMeta\u306eLlama\u3092\u8d85\u3048\u308b400B\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u3092\u767a\u8868\u3002\u4e00\u65b9\u3001Chrome\u306fGemini\u7d71\u5408\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u6a5f\u80fd\u3092\u5f37\u5316\u3057\u3001AI\u30d6\u30e9\u30a6\u30b6\u5e02\u5834\u306b\u53c2\u5165\u3002<\/p>\n","protected":false},"author":1,"featured_media":855,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"vkexunit_cta_each_option":"","footnotes":""},"categories":[3],"tags":[17,124,77,16,120,15],"class_list":["post-909","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-columns","tag-ai","tag-chrome","tag-gemini","tag-llm","tag-120"],"_links":{"self":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/posts\/909","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/comments?post=909"}],"version-history":[{"count":0,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/posts\/909\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/media\/855"}],"wp:attachment":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/media?parent=909"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/categories?post=909"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/tags?post=909"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}