{"id":130122,"date":"2025-07-08T11:00:33","date_gmt":"2025-07-08T08:00:33","guid":{"rendered":"https:\/\/i-hls.com\/archives\/130122"},"modified":"2025-07-08T11:00:33","modified_gmt":"2025-07-08T08:00:33","slug":"%d7%94%d7%a9%d7%99%d7%a0%d7%95%d7%99-%d7%94%d7%a0%d7%a1%d7%aa%d7%a8-%d7%91%d7%90%d7%95%d7%a4%d7%9f-%d7%a9%d7%91%d7%95-%d7%91%d7%99%d7%a0%d7%94-%d7%9e%d7%9c%d7%90%d7%9b%d7%95%d7%aa%d7%99%d7%aa-%d7%9c","status":"publish","type":"post","link":"https:\/\/i-hls.com\/he\/archives\/130122","title":{"rendered":"\u05d4\u05e9\u05d9\u05e0\u05d5\u05d9 \u05d4\u05e0\u05e1\u05ea\u05e8 \u05d1\u05d0\u05d5\u05e4\u05df \u05e9\u05d1\u05d5 \u05d1\u05d9\u05e0\u05d4 \u05de\u05dc\u05d0\u05db\u05d5\u05ea\u05d9\u05ea \u05dc\u05d5\u05de\u05d3\u05ea \u05e9\u05e4\u05d4"},"content":{"rendered":"

\u05de\u05d7\u05e7\u05e8 \u05d7\u05d3\u05e9 \u05e9\u05d5\u05e4\u05da \u05d0\u05d5\u05e8 \u05e2\u05dc \u05d0\u05d7\u05d3 \u05d4\u05d4\u05d9\u05d1\u05d8\u05d9\u05dd \u05d4\u05de\u05e1\u05ea\u05d5\u05e8\u05d9\u05d9\u05dd \u05d9\u05d5\u05ea\u05e8 \u05e9\u05dc \u05d1\u05d9\u05e0\u05d4 \u05de\u05dc\u05d0\u05db\u05d5\u05ea\u05d9\u05ea \u05de\u05d5\u05d3\u05e8\u05e0\u05d9\u05ea: \u05db\u05d9\u05e6\u05d3 \u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05e9\u05e4\u05ea\u05d9\u05d9\u05dd \u05de\u05d7\u05dc\u05d9\u05d8\u05d9\u05dd \u05e2\u05dc \u05de\u05d4 \u05dc\u05d4\u05ea\u05de\u05e7\u05d3 \u05d1\u05e2\u05ea \u05e2\u05d9\u05d1\u05d5\u05d3 \u05d8\u05e7\u05e1\u05d8. \u05d4\u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05d2\u05d9\u05dc\u05d5 \u05db\u05d9 \u05de\u05e2\u05e8\u05db\u05d5\u05ea \u05de\u05d1\u05d5\u05e1\u05e1\u05d5\u05ea \u05d8\u05e8\u05e0\u05e1\u05e4\u05d5\u05e8\u05de\u05e8\u2014\u05db\u05de\u05d5 \u05d0\u05dc\u05d5 \u05e9\u05de\u05e4\u05e2\u05d9\u05dc\u05d5\u05ea \u05d0\u05ea ChatGPT, Gemini \u05d5\u05e4\u05dc\u05d8\u05e4\u05d5\u05e8\u05de\u05d5\u05ea \u05e9\u05d9\u05d7\u05d4 \u05d0\u05d7\u05e8\u05d5\u05ea, \u05e2\u05d5\u05d1\u05e8\u05d5\u05ea \u05e9\u05d9\u05e0\u05d5\u05d9 \u05e4\u05ea\u05d0\u05d5\u05de\u05d9 \u05d5\u05d7\u05d3 \u05d1\u05d0\u05e1\u05d8\u05e8\u05d8\u05d2\u05d9\u05d9\u05ea \u05d4\u05dc\u05de\u05d9\u05d3\u05d4 \u05e9\u05dc\u05d4\u05df, \u05d1\u05d4\u05ea\u05d0\u05dd \u05dc\u05db\u05de\u05d5\u05ea \u05d4\u05de\u05d9\u05d3\u05e2 \u05e9\u05d4\u05d5\u05d6\u05e0\u05d4 \u05dc\u05d4\u05df \u05d1\u05de\u05d4\u05dc\u05da \u05d4\u05d0\u05d9\u05de\u05d5\u05df.<\/p>\n

\u05d4\u05de\u05d7\u05e7\u05e8, \u05e9\u05e4\u05d5\u05e8\u05e1\u05dd \u05d1\u05db\u05ea\u05d1 \u05d4\u05e2\u05ea Journal of Statistical Mechanics: Theory and Experiment<\/em> \u05ea\u05d7\u05ea \u05d4\u05db\u05d5\u05ea\u05e8\u05ea: "A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention"<\/em>, \u05d1\u05d5\u05d7\u05df \u05db\u05d9\u05e6\u05d3 \u05e8\u05e9\u05ea\u05d5\u05ea \u05e0\u05d5\u05d9\u05e8\u05d5\u05e0\u05d9\u05dd \u05de\u05d1\u05d5\u05e1\u05e1\u05d5\u05ea \u05de\u05e0\u05d2\u05e0\u05d5\u05df \u05e7\u05e9\u05d1 (Attention) \u05de\u05e9\u05ea\u05e0\u05d5\u05ea \u05dc\u05d0\u05d5\u05e8\u05da \u05d6\u05de\u05df \u05d4\u05d0\u05d9\u05de\u05d5\u05df. \u05e2\u05dc \u05e4\u05d9TechXplore , \u05db\u05d0\u05e9\u05e8 \u05d4\u05de\u05d5\u05d3\u05dc \u05e0\u05d7\u05e9\u05e3 \u05dc\u05db\u05de\u05d5\u05ea \u05de\u05d5\u05d2\u05d1\u05dc\u05ea \u05e9\u05dc \u05d8\u05e7\u05e1\u05d8\u05d9\u05dd, \u05d4\u05d5\u05d0 \u05e0\u05d5\u05d8\u05d4 \u05dc\u05d4\u05e1\u05ea\u05de\u05da \u05e2\u05dc \u05de\u05d9\u05e7\u05d5\u05dd \u05d4\u05de\u05d9\u05dc\u05d9\u05dd \u05d1\u05de\u05e9\u05e4\u05d8 \u05db\u05d3\u05d9 \u05dc\u05d4\u05d1\u05d9\u05df \u05d9\u05d7\u05e1\u05d9\u05dd \u05d3\u05e7\u05d3\u05d5\u05e7\u05d9\u05d9\u05dd – \u05db\u05de\u05d5 \u05d4\u05d4\u05e0\u05d7\u05d4 \u05e9\u05d1\u05d0\u05e0\u05d2\u05dc\u05d9\u05ea \u05d4\u05e0\u05d5\u05e9\u05d0 \u05de\u05d5\u05e4\u05d9\u05e2 \u05dc\u05e4\u05e0\u05d9 \u05d4\u05e4\u05d5\u05e2\u05dc.<\/p>\n

\u05d0\u05da \u05dc\u05d0\u05d7\u05e8 \u05e9\u05d4\u05de\u05d5\u05d3\u05dc \u05e0\u05d7\u05e9\u05e3 \u05dc\u05e0\u05e4\u05d7 \u05d0\u05d9\u05de\u05d5\u05df \u05de\u05e1\u05d5\u05d9\u05dd, \u05de\u05ea\u05e8\u05d7\u05e9 \u05de\u05e2\u05d1\u05e8 \u05d7\u05d3: \u05d4\u05d5\u05d0 \u05de\u05ea\u05d7\u05d9\u05dc \u05dc\u05d4\u05e2\u05d3\u05d9\u05e3 \u05de\u05e9\u05de\u05e2\u05d5\u05ea \u05e1\u05de\u05e0\u05d8\u05d9\u05ea \u05e2\u05dc \u05e4\u05e0\u05d9 \u05de\u05d9\u05e7\u05d5\u05dd. \u05d1\u05de\u05e7\u05d5\u05dd \u05dc\u05d4\u05e1\u05ea\u05de\u05da \u05e2\u05dc \u05d4\u05d9\u05db\u05df \u05de\u05d5\u05e4\u05d9\u05e2\u05d5\u05ea \u05de\u05d9\u05dc\u05d9\u05dd, \u05d5\u05d4\u05d5\u05d0 \u05de\u05d1\u05d9\u05df \u05d0\u05ea \u05de\u05e9\u05de\u05e2\u05d5\u05ea\u05df \u05d1\u05d4\u05e7\u05e9\u05e8 \u05e8\u05d7\u05d1 \u05d9\u05d5\u05ea\u05e8 \u05e9\u05dc \u05d4\u05de\u05e9\u05e4\u05d8.<\/p>\n

\u05d4\u05de\u05d7\u05e7\u05e8 \u05de\u05ea\u05d1\u05e1\u05e1 \u05e2\u05dc \u05d2\u05e8\u05e1\u05d4 \u05e4\u05e9\u05d5\u05d8\u05d4 \u05e9\u05dc \u05de\u05e0\u05d2\u05e0\u05d5\u05df \u05d4\u05e7\u05e9\u05d1 \u05d4\u05e2\u05e6\u05de\u05d9 (self-attention), \u05d0\u05d7\u05d3 \u05d4\u05de\u05e8\u05db\u05d9\u05d1\u05d9\u05dd \u05d4\u05de\u05e8\u05db\u05d6\u05d9\u05d9\u05dd \u05d1\u05de\u05d5\u05d3\u05dc\u05d9 \u05e9\u05e4\u05d4 \u05de\u05e1\u05d5\u05d2 \u05d8\u05e8\u05e0\u05e1\u05e4\u05d5\u05e8\u05de\u05e8, \u05d4\u05de\u05d0\u05e4\u05e9\u05e8 \u05dc\u05e8\u05e9\u05ea \u05dc\u05d4\u05e2\u05e8\u05d9\u05da \u05d0\u05ea \u05d4\u05d7\u05e9\u05d9\u05d1\u05d5\u05ea \u05e9\u05dc \u05db\u05dc \u05de\u05d9\u05dc\u05d4 \u05d1\u05d9\u05d7\u05e1 \u05dc\u05e9\u05d0\u05e8 \u05d4\u05de\u05d9\u05dc\u05d9\u05dd \u05d1\u05e8\u05e6\u05e3. \u05de\u05e0\u05d2\u05e0\u05d5\u05df \u05d6\u05d4 \u05d4\u05d5\u05d0 \u05e9\u05de\u05d0\u05e4\u05e9\u05e8 \u05dc\u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05dc\u05d4\u05d1\u05d9\u05df \u05e7\u05e9\u05e8\u05d9\u05dd \u05de\u05d5\u05e8\u05db\u05d1\u05d9\u05dd \u05d1\u05d9\u05df \u05de\u05d9\u05dc\u05d9\u05dd, \u05d4\u05d7\u05dc \u05de\u05d4\u05e9\u05dc\u05de\u05d4 \u05d0\u05d5\u05d8\u05d5\u05de\u05d8\u05d9\u05ea \u05d5\u05e2\u05d3 \u05e9\u05d9\u05d7\u05d4 \u05d1\u05e9\u05e4\u05d4 \u05d8\u05d1\u05e2\u05d9\u05ea.<\/p>\n

\u05de\u05d4 \u05e9\u05de\u05d9\u05d9\u05d7\u05d3 \u05d0\u05ea \u05d4\u05d2\u05d9\u05dc\u05d5\u05d9 \u05d4\u05d5\u05d0 \u05dc\u05d0 \u05e8\u05e7 \u05e2\u05e6\u05dd \u05d4\u05e9\u05d9\u05e0\u05d5\u05d9 \u05d1\u05d0\u05e1\u05d8\u05e8\u05d8\u05d2\u05d9\u05d4, \u05d0\u05dc\u05d0 \u05d4\u05d0\u05d5\u05e4\u05df \u05d4\u05e4\u05ea\u05d0\u05d5\u05de\u05d9 \u05e9\u05d1\u05d5 \u05d4\u05d5\u05d0 \u05de\u05ea\u05e8\u05d7\u05e9. \u05de\u05ea\u05d7\u05ea \u05dc\u05e1\u05e3 \u05de\u05e1\u05d5\u05d9\u05dd, \u05d4\u05de\u05d5\u05d3\u05dc \u05e0\u05e9\u05e2\u05df \u05d0\u05da \u05d5\u05e8\u05e7 \u05e2\u05dc \u05de\u05d9\u05d3\u05e2 \u05de\u05d9\u05e7\u05d5\u05de\u05d9. \u05d1\u05e8\u05d2\u05e2 \u05e9\u05d4\u05d5\u05d0 \u05d7\u05d5\u05e6\u05d4 \u05d0\u05ea \u05d4\u05e1\u05e3, \u05d4\u05d5\u05d0 \u05e2\u05d5\u05d1\u05e8 \u05d1\u05d1\u05ea \u05d0\u05d7\u05ea \u05dc\u05d4\u05d1\u05e0\u05d4 \u05e1\u05de\u05e0\u05d8\u05d9\u05ea\u2014\u05dc\u05dc\u05d0 \u05e9\u05dc\u05d1 \u05d1\u05d9\u05e0\u05d9\u05d9\u05dd \u05de\u05d3\u05d5\u05e8\u05d2.<\/p>\n

\u05dc\u05de\u05e8\u05d5\u05ea \u05e9\u05d4\u05de\u05d5\u05d3\u05dc \u05e9\u05e0\u05d1\u05d3\u05e7 \u05d1\u05de\u05d7\u05e7\u05e8 \u05e4\u05e9\u05d5\u05d8 \u05d1\u05d4\u05e8\u05d1\u05d4 \u05de\u05de\u05e2\u05e8\u05db\u05d5\u05ea \u05de\u05e1\u05d7\u05e8\u05d9\u05d5\u05ea \u05de\u05ea\u05e7\u05d3\u05de\u05d5\u05ea, \u05d4\u05de\u05e1\u05e7\u05e0\u05d5\u05ea \u05e2\u05e9\u05d5\u05d9\u05d5\u05ea \u05dc\u05d4\u05e9\u05e4\u05d9\u05e2 \u05e8\u05d1\u05d5\u05ea \u05e2\u05dc \u05ea\u05d7\u05d5\u05dd \u05d4-AI. \u05d4\u05d4\u05d1\u05e0\u05d4 \u05de\u05ea\u05d9 \u05d5\u05db\u05d9\u05e6\u05d3 \u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05dc\u05d5\u05de\u05d3\u05d9\u05dd \u05d1\u05e6\u05d5\u05e8\u05d4 \u05e9\u05d5\u05e0\u05d4 \u05e2\u05e9\u05d5\u05d9\u05d4 \u05dc\u05d0\u05e4\u05e9\u05e8 \u05dc\u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05dc\u05e9\u05dc\u05d5\u05d8 \u05d1\u05ea\u05d4\u05dc\u05d9\u05db\u05d9 \u05d4\u05dc\u05de\u05d9\u05d3\u05d4, \u05dc\u05d4\u05e4\u05d5\u05da \u05d0\u05ea \u05d4\u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05dc\u05d9\u05e2\u05d9\u05dc\u05d9\u05dd \u05d9\u05d5\u05ea\u05e8, \u05e7\u05dc\u05d9\u05dd \u05d9\u05d5\u05ea\u05e8 \u05dc\u05d4\u05d1\u05e0\u05d4, \u05d5\u05d0\u05de\u05d9\u05e0\u05d9\u05dd \u05d9\u05d5\u05ea\u05e8.<\/p>\n","protected":false},"excerpt":{"rendered":"

\u05de\u05d7\u05e7\u05e8 \u05d7\u05d3\u05e9 \u05e9\u05d5\u05e4\u05da \u05d0\u05d5\u05e8 \u05e2\u05dc \u05d0\u05d7\u05d3 \u05d4\u05d4\u05d9\u05d1\u05d8\u05d9\u05dd \u05d4\u05de\u05e1\u05ea\u05d5\u05e8\u05d9\u05d9\u05dd \u05d9\u05d5\u05ea\u05e8 \u05e9\u05dc \u05d1\u05d9\u05e0\u05d4 \u05de\u05dc\u05d0\u05db\u05d5\u05ea\u05d9\u05ea \u05de\u05d5\u05d3\u05e8\u05e0\u05d9\u05ea: \u05db\u05d9\u05e6\u05d3 \u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05e9\u05e4\u05ea\u05d9\u05d9\u05dd \u05de\u05d7\u05dc\u05d9\u05d8\u05d9\u05dd \u05e2\u05dc \u05de\u05d4 \u05dc\u05d4\u05ea\u05de\u05e7\u05d3 \u05d1\u05e2\u05ea \u05e2\u05d9\u05d1\u05d5\u05d3 \u05d8\u05e7\u05e1\u05d8. \u05d4\u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05d2\u05d9\u05dc\u05d5 \u05db\u05d9 \u05de\u05e2\u05e8\u05db\u05d5\u05ea \u05de\u05d1\u05d5\u05e1\u05e1\u05d5\u05ea \u05d8\u05e8\u05e0\u05e1\u05e4\u05d5\u05e8\u05de\u05e8\u2014\u05db\u05de\u05d5 \u05d0\u05dc\u05d5 \u05e9\u05de\u05e4\u05e2\u05d9\u05dc\u05d5\u05ea \u05d0\u05ea ChatGPT, Gemini \u05d5\u05e4\u05dc\u05d8\u05e4\u05d5\u05e8\u05de\u05d5\u05ea \u05e9\u05d9\u05d7\u05d4 \u05d0\u05d7\u05e8\u05d5\u05ea, \u05e2\u05d5\u05d1\u05e8\u05d5\u05ea \u05e9\u05d9\u05e0\u05d5\u05d9 \u05e4\u05ea\u05d0\u05d5\u05de\u05d9 \u05d5\u05d7\u05d3 \u05d1\u05d0\u05e1\u05d8\u05e8\u05d8\u05d2\u05d9\u05d9\u05ea \u05d4\u05dc\u05de\u05d9\u05d3\u05d4 \u05e9\u05dc\u05d4\u05df, \u05d1\u05d4\u05ea\u05d0\u05dd \u05dc\u05db\u05de\u05d5\u05ea \u05d4\u05de\u05d9\u05d3\u05e2 \u05e9\u05d4\u05d5\u05d6\u05e0\u05d4 \u05dc\u05d4\u05df \u05d1\u05de\u05d4\u05dc\u05da \u05d4\u05d0\u05d9\u05de\u05d5\u05df. \u05d4\u05de\u05d7\u05e7\u05e8, \u05e9\u05e4\u05d5\u05e8\u05e1\u05dd \u05d1\u05db\u05ea\u05d1 \u05d4\u05e2\u05ea […]<\/p>\n","protected":false},"author":152,"featured_media":125528,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"tdm_status":"","tdm_grid_status":"","footnotes":""},"categories":[14567,5111,5262,5113,20322,17698],"tags":[],"class_list":{"0":"post-130122","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-14567","8":"category-5111","9":"category-technology-news-3","10":"category-5113","11":"category-20322","12":"category-17698"},"acf":[],"yoast_head":"\n\u05d4\u05e9\u05d9\u05e0\u05d5\u05d9 \u05d4\u05e0\u05e1\u05ea\u05e8 \u05d1\u05d0\u05d5\u05e4\u05df \u05e9\u05d1\u05d5 \u05d1\u05d9\u05e0\u05d4 \u05de\u05dc\u05d0\u05db\u05d5\u05ea\u05d9\u05ea \u05dc\u05d5\u05de\u05d3\u05ea \u05e9\u05e4\u05d4 - iHLS<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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