{"id":8001,"date":"2025-11-24T14:11:35","date_gmt":"2025-11-24T07:11:35","guid":{"rendered":"https:\/\/nueamek.com\/?p=8001"},"modified":"2025-11-25T17:40:30","modified_gmt":"2025-11-25T10:40:30","slug":"next-gen-ai-systems-%e0%b9%80%e0%b8%88%e0%b8%b2%e0%b8%b0%e0%b8%a5%e0%b8%b6%e0%b8%81-ai-%e0%b8%a2%e0%b8%b8%e0%b8%84%e0%b9%83%e0%b8%ab%e0%b8%a1%e0%b9%88%e0%b8%aa%e0%b8%b3%e0%b8%ab%e0%b8%a3%e0%b8%b1","status":"publish","type":"post","link":"https:\/\/nueamek.com\/th\/2025\/11\/24\/next-gen-ai-systems-%e0%b9%80%e0%b8%88%e0%b8%b2%e0%b8%b0%e0%b8%a5%e0%b8%b6%e0%b8%81-ai-%e0%b8%a2%e0%b8%b8%e0%b8%84%e0%b9%83%e0%b8%ab%e0%b8%a1%e0%b9%88%e0%b8%aa%e0%b8%b3%e0%b8%ab%e0%b8%a3%e0%b8%b1\/","title":{"rendered":"Next-Gen AI Systems: \u0e40\u0e08\u0e32\u0e30\u0e25\u0e36\u0e01 AI \u0e22\u0e38\u0e04\u0e43\u0e2b\u0e21\u0e48\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"8001\" class=\"elementor elementor-8001\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d5a3b49 e-flex e-con-boxed e-con e-parent\" data-id=\"7d5a3b49\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c367751 elementor-widget elementor-widget-heading\" data-id=\"6c367751\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\"><b>Next-Gen AI Systems:<\/b><\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b244705 elementor-widget elementor-widget-heading\" data-id=\"b244705\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\"><b> \u0e40\u0e08\u0e32\u0e30\u0e25\u0e36\u0e01\u0e42\u0e25\u0e01 AI \u0e22\u0e38\u0e04\u0e43\u0e2b\u0e21\u0e48\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21<\/b><\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2bc60511 elementor-widget elementor-widget-heading\" data-id=\"2bc60511\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35 AI \u0e01\u0e33\u0e25\u0e31\u0e07\u0e40\u0e14\u0e34\u0e19\u0e17\u0e32\u0e07\u0e40\u0e02\u0e49\u0e32\u0e2a\u0e39\u0e48\u0e22\u0e38\u0e04\u0e43\u0e2b\u0e21\u0e48\u0e17\u0e35\u0e48\u0e40\u0e23\u0e35\u0e22\u0e01\u0e27\u0e48\u0e32 Next-Gen AI Systems \u0e23\u0e30\u0e1a\u0e1a\u0e2d\u0e31\u0e08\u0e09\u0e23\u0e34\u0e22\u0e30\u0e17\u0e35\u0e48\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48\u0e15\u0e2d\u0e1a\u0e2a\u0e19\u0e2d\u0e07\u0e04\u0e33\u0e2a\u0e31\u0e48\u0e07 \u0e41\u0e15\u0e48\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16 \u0e04\u0e34\u0e14 \u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c \u0e41\u0e25\u0e30\u0e1b\u0e23\u0e31\u0e1a\u0e15\u0e31\u0e27\u0e44\u0e14\u0e49\u0e40\u0e2d\u0e07 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e41\u0e01\u0e49\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e0b\u0e31\u0e1a\u0e0b\u0e49\u0e2d\u0e19\u0e43\u0e19\u0e42\u0e25\u0e01\u0e08\u0e23\u0e34\u0e07 \u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e2b\u0e25\u0e48\u0e32\u0e19\u0e35\u0e49\u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e08\u0e33\u0e01\u0e31\u0e14\u0e41\u0e04\u0e48 LLM \u0e2b\u0e23\u0e37\u0e2d Machine Learning \u0e40\u0e17\u0e48\u0e32\u0e19\u0e31\u0e49\u0e19 \u0e41\u0e15\u0e48\u0e23\u0e27\u0e21\u0e44\u0e1b\u0e16\u0e36\u0e07 AI Agents, Self-Evolving AI, Autonomous AI, \u0e41\u0e25\u0e30 AI \u0e17\u0e35\u0e48\u0e1c\u0e2a\u0e32\u0e19 IoT\/Edge Computing<br><br>\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e08\u0e30\u0e40\u0e08\u0e32\u0e30\u0e25\u0e36\u0e01\u0e27\u0e48\u0e32 Next-Gen AI Systems \u0e04\u0e37\u0e2d\u0e2d\u0e30\u0e44\u0e23, \u0e17\u0e33\u0e07\u0e32\u0e19\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23, \u0e21\u0e35\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1a\u0e1a\u0e44\u0e2b\u0e19 \u0e41\u0e25\u0e30\u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e04\u0e27\u0e23\u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8bcd00 e-flex e-con-boxed e-con e-parent\" data-id=\"a8bcd00\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e3fa4ff elementor-widget elementor-widget-image\" data-id=\"2e3fa4ff\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.facebook.com\/nueameksolution\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"358\" src=\"https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/01@0.5x-1024x572.png\" class=\"attachment-large size-large wp-image-8021\" alt=\"\" srcset=\"https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/01@0.5x-1024x572.png 1024w, https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/01@0.5x-300x167.png 300w, https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/01@0.5x-768x429.png 768w, https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/01@0.5x-18x10.png 18w, https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/01@0.5x.png 1376w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3256fa6a elementor-widget elementor-widget-heading\" data-id=\"3256fa6a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>1. Next-Gen AI Systems \u0e04\u0e37\u0e2d\u0e2d\u0e30\u0e44\u0e23?<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e40b1d0 elementor-widget elementor-widget-heading\" data-id=\"3e40b1d0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Next-Gen AI Systems \u0e2b\u0e23\u0e37\u0e2d Next-Generation AI Systems \u0e04\u0e37\u0e2d\u0e22\u0e38\u0e04\u0e43\u0e2b\u0e21\u0e48\u0e02\u0e2d\u0e07\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e1b\u0e31\u0e0d\u0e0d\u0e32\u0e1b\u0e23\u0e30\u0e14\u0e34\u0e29\u0e10\u0e4c\u0e17\u0e35\u0e48\u0e01\u0e49\u0e32\u0e27\u0e02\u0e49\u0e32\u0e21\u0e02\u0e35\u0e14\u0e08\u0e33\u0e01\u0e31\u0e14\u0e02\u0e2d\u0e07 AI \u0e41\u0e1a\u0e1a\u0e40\u0e14\u0e34\u0e21 \u0e08\u0e32\u0e01 AI \u0e17\u0e35\u0e48\u0e17\u0e33\u0e07\u0e32\u0e19\u0e15\u0e32\u0e21\u0e04\u0e33\u0e2a\u0e31\u0e48\u0e07\u0e2b\u0e23\u0e37\u0e2d\u0e42\u0e21\u0e40\u0e14\u0e25\u0e40\u0e14\u0e35\u0e22\u0e27 \u0e44\u0e1b\u0e2a\u0e39\u0e48\u0e23\u0e30\u0e1a\u0e1a\u0e17\u0e35\u0e48\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16 \u0e04\u0e34\u0e14 \u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c \u0e1b\u0e23\u0e31\u0e1a\u0e15\u0e31\u0e27 \u0e41\u0e25\u0e30\u0e17\u0e33\u0e07\u0e32\u0e19\u0e41\u0e1a\u0e1a\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34\u0e43\u0e19\u0e42\u0e25\u0e01\u0e08\u0e23\u0e34\u0e07\u0e44\u0e14\u0e49 \u0e42\u0e14\u0e22\u0e04\u0e38\u0e13\u0e2a\u0e21\u0e1a\u0e31\u0e15\u0e34\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e02\u0e2d\u0e07 Next-Gen AI Systems \u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e14\u0e49\u0e27\u0e22\u0e2b\u0e25\u0e32\u0e22\u0e14\u0e49\u0e32\u0e19\u0e17\u0e35\u0e48\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e23\u0e30\u0e1a\u0e1a\u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e0a\u0e32\u0e0d\u0e09\u0e25\u0e32\u0e14\u0e41\u0e25\u0e30\u0e22\u0e37\u0e14\u0e2b\u0e22\u0e38\u0e48\u0e19\u0e21\u0e32\u0e01\u0e02\u0e36\u0e49\u0e19:<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-745009c0 elementor-widget elementor-widget-heading\" data-id=\"745009c0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">1. Autonomous (\u0e17\u0e33\u0e07\u0e32\u0e19\u0e44\u0e14\u0e49\u0e14\u0e49\u0e27\u0e22\u0e15\u0e31\u0e27\u0e40\u0e2d\u0e07)<br>\u25cf \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e41\u0e25\u0e30\u0e17\u0e33\u0e07\u0e32\u0e19\u0e1a\u0e32\u0e07\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e14\u0e49\u0e42\u0e14\u0e22\u0e44\u0e21\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e1e\u0e36\u0e48\u0e07\u0e21\u0e19\u0e38\u0e29\u0e22\u0e4c \u0e40\u0e0a\u0e48\u0e19 AI Agent \u0e17\u0e35\u0e48\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e07\u0e32\u0e19\u0e2b\u0e25\u0e32\u0e22\u0e02\u0e31\u0e49\u0e19\u0e15\u0e2d\u0e19\n\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34<br><br>2. Self-Evolving (\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e15\u0e31\u0e27\u0e40\u0e2d\u0e07\u0e44\u0e14\u0e49)<br>\u25cf AI \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e1b\u0e23\u0e31\u0e1a\u0e42\u0e21\u0e40\u0e14\u0e25\u0e2b\u0e23\u0e37\u0e2d\u0e42\u0e04\u0e49\u0e14\u0e02\u0e2d\u0e07\u0e15\u0e31\u0e27\u0e40\u0e2d\u0e07\u0e43\u0e2b\u0e49\u0e41\u0e21\u0e48\u0e19\u0e22\u0e33\u0e2b\u0e23\u0e37\u0e2d\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e02\u0e36\u0e49\u0e19\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e22\u0e46 \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49\u0e40\u0e17\u0e04\u0e19\u0e34\u0e04 AutoML, Neural Architecture Search \u0e2b\u0e23\u0e37\u0e2d Reinforcement Learning<br><br>3. Context-Aware (\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e1a\u0e23\u0e34\u0e1a\u0e17)<br>\u25cf AI \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2b\u0e25\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e31\u0e19 \u0e40\u0e0a\u0e48\u0e19 \u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21, \u0e20\u0e32\u0e1e, \u0e40\u0e2a\u0e35\u0e22\u0e07, Sensor data \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e2b\u0e23\u0e37\u0e2d\u0e17\u0e33\u0e07\u0e32\u0e19\n\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e2a\u0e21\u0e01\u0e31\u0e1a\u0e2a\u0e16\u0e32\u0e19\u0e01\u0e32\u0e23\u0e13\u0e4c<br><br>4. Integrative &amp; Multi-Modal (\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e15\u0e48\u0e2d\u0e2b\u0e25\u0e32\u0e22\u0e23\u0e30\u0e1a\u0e1a\u0e44\u0e14\u0e49)<br>\u25cf \u0e23\u0e30\u0e1a\u0e1a AI \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e17\u0e33\u0e07\u0e32\u0e19\u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e1a Cloud, Edge, IoT, Database, Robotics \u0e2b\u0e23\u0e37\u0e2d Workflow \u0e2d\u0e37\u0e48\u0e19\u0e46 \u0e44\u0e14\u0e49\u0e41\u0e1a\u0e1a\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34<br><br>5. Safe &amp; Ethical Al<br>\u25cf \u0e21\u0e35\u0e21\u0e32\u0e15\u0e23\u0e01\u0e32\u0e23\u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a\u0e04\u0e27\u0e32\u0e21\u0e1b\u0e25\u0e2d\u0e14\u0e20\u0e31\u0e22\u0e41\u0e25\u0e30\u0e04\u0e27\u0e32\u0e21\u0e40\u0e1b\u0e47\u0e19\u0e18\u0e23\u0e23\u0e21\u0e02\u0e2d\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25 \u0e40\u0e0a\u0e48\u0e19 \u0e25\u0e14 Bias, \u0e1b\u0e49\u0e2d\u0e07\u0e01\u0e31\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e23\u0e31\u0e48\u0e27\u0e44\u0e2b\u0e25, Compliance \u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36e5891 elementor-widget elementor-widget-heading\" data-id=\"36e5891\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>2. \u0e2d\u0e07\u0e04\u0e4c\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e2b\u0e25\u0e31\u0e01\u0e02\u0e2d\u0e07 Next-Gen Al Systems<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92cd898 elementor-widget elementor-widget-heading\" data-id=\"92cd898\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>2.1 Al Agents<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f68ecaa elementor-widget elementor-widget-heading\" data-id=\"f68ecaa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u25cf Multi-step reasoning: \u0e27\u0e32\u0e07\u0e41\u0e1c\u0e19 - \u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c - Execute<br>\u25cf Multi-tool integration: \u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e15\u0e48\u0e2d Database, API, Workflow, loT Device<br>\u25cf Self-correction: \u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a\u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c\u0e02\u0e2d\u0e07\u0e15\u0e31\u0e27\u0e40\u0e2d\u0e07\u0e41\u0e25\u0e30\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be639da elementor-widget elementor-widget-heading\" data-id=\"be639da\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>2.2 Self-Evolving Al<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35d4fb6 elementor-widget elementor-widget-heading\" data-id=\"35d4fb6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u25cf AutoML &amp; Neural Architecture Search (NAS)<br>\u25cf Hyperparameter tuning \u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34<br>\u25cf Recursive improvement: \u0e1b\u0e23\u0e31\u0e1a\u0e42\u0e04\u0e49\u0e14\u0e2b\u0e23\u0e37\u0e2d\u0e42\u0e21\u0e40\u0e14\u0e25\u0e40\u0e2d\u0e07<br>\u25cf \u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07: Google NAS, Meta Self-Tuning LLM<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-01305f9 elementor-widget elementor-widget-heading\" data-id=\"01305f9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>2.3 Context-Aware Intelligence<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-295765d elementor-widget elementor-widget-heading\" data-id=\"295765d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u25cf AI \u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a Multi-Modal: \u0e20\u0e32\u0e1e, \u0e40\u0e2a\u0e35\u0e22\u0e07, \u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21, Sensor<br>\u25cf \u0e1b\u0e23\u0e30\u0e40\u0e21\u0e34\u0e19\u0e2a\u0e16\u0e32\u0e19\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e43\u0e19\u0e42\u0e25\u0e01\u0e08\u0e23\u0e34\u0e07\u0e41\u0e1a\u0e1a\u0e40\u0e23\u0e35\u0e22\u0e25\u0e44\u0e17\u0e21\u0e4c<br>\u25cf \u0e43\u0e0a\u0e49 Knowledge Graph \u0e41\u0e25\u0e30 RAG Pipeline<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b03939a elementor-widget elementor-widget-heading\" data-id=\"b03939a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>2.4 Autonomous &amp; Distributed Systems<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e402273 elementor-widget elementor-widget-heading\" data-id=\"e402273\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u25cf AI \u0e17\u0e35\u0e48\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e14\u0e35\u0e1e\u0e25\u0e2d\u0e22\u0e15\u0e31\u0e27\u0e40\u0e2d\u0e07<br>\u25cf Edge Al + Cloud AI \u0e17\u0e33\u0e07\u0e32\u0e19\u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e19<br>\u25cf Observability &amp; Auto-Scaling<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-217cc2d elementor-widget elementor-widget-heading\" data-id=\"217cc2d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>2.5 Ethical &amp; Safe Al Layer<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9aaf73 elementor-widget elementor-widget-heading\" data-id=\"c9aaf73\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u25cf \u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a Bias \u0e41\u0e25\u0e30\u0e04\u0e27\u0e32\u0e21\u0e1b\u0e25\u0e2d\u0e14\u0e20\u0e31\u0e22<br>\u25cf Compliance \u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34<br>\u25cf Privacy Guardrails<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ff7b3cc elementor-widget elementor-widget-image\" data-id=\"1ff7b3cc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.facebook.com\/nueameksolution\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"358\" src=\"https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/02@0.5x-1024x572.png\" class=\"attachment-large size-large wp-image-8022\" alt=\"\" srcset=\"https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/02@0.5x-1024x572.png 1024w, https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/02@0.5x-300x167.png 300w, https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/02@0.5x-768x429.png 768w, https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/02@0.5x-18x10.png 18w, https:\/\/nueamek.com\/wp-content\/uploads\/2025\/11\/02@0.5x.png 1376w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b71d84c elementor-widget elementor-widget-heading\" data-id=\"b71d84c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>3. \u0e1b\u0e23\u0e30\u0e42\u0e22\u0e0a\u0e19\u0e4c\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de9ea5d elementor-widget elementor-widget-heading\" data-id=\"de9ea5d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">1. \u0e40\u0e1e\u0e34\u0e48\u0e21 Productivity -AI \u0e17\u0e33\u0e07\u0e32\u0e19\u0e0b\u0e49\u0e33\u0e0b\u0e49\u0e2d\u0e19\u0e41\u0e17\u0e19 Dev<br>2. \u0e25\u0e14\u0e02\u0e49\u0e2d\u0e1c\u0e34\u0e14\u0e1e\u0e25\u0e32\u0e14 - Self-Check \u0e41\u0e25\u0e30 Self-Evolve \u0e02\u0e2d\u0e07 AI<br>3. \u0e40\u0e1e\u0e34\u0e48\u0e21\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e23\u0e30\u0e1a\u0e1a-AI \u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e15\u0e48\u0e2d\u0e40\u0e19\u0e37\u0e48\u0e2d\u0e07<br>4. \u0e1b\u0e23\u0e30\u0e2b\u0e22\u0e31\u0e14\u0e15\u0e49\u0e19\u0e17\u0e38\u0e19-Auto-Scaling &amp; Resource Optimization<br>5. \u0e42\u0e2d\u0e01\u0e32\u0e2a\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e19\u0e27\u0e31\u0e15\u0e01\u0e23\u0e23\u0e21 - AI \u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e2b\u0e23\u0e37\u0e2d\u0e27\u0e34\u0e18\u0e35\u0e41\u0e01\u0e49\u0e43\u0e2b\u0e21\u0e48\u0e46<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8408862 elementor-widget elementor-widget-heading\" data-id=\"8408862\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>4. \u0e04\u0e27\u0e32\u0e21\u0e17\u0e49\u0e32\u0e17\u0e32\u0e22\u0e41\u0e25\u0e30\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e23\u0e30\u0e27\u0e31\u0e07<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16900dd elementor-widget elementor-widget-heading\" data-id=\"16900dd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u25cf \u0e04\u0e27\u0e32\u0e21\u0e42\u0e1b\u0e23\u0e48\u0e07\u0e43\u0e2a\u0e02\u0e2d\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25\u0e25\u0e14\u0e25\u0e07: AI \u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e40\u0e2d\u0e07<br>\u25cf \u0e04\u0e27\u0e32\u0e21\u0e40\u0e2a\u0e35\u0e48\u0e22\u0e07\u0e14\u0e49\u0e32\u0e19 Bias &amp; Security: \u0e15\u0e49\u0e2d\u0e07\u0e21\u0e35 Monitoring<br>\u25cf \u0e04\u0e27\u0e32\u0e21\u0e0b\u0e31\u0e1a\u0e0b\u0e49\u0e2d\u0e19\u0e02\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a: \u0e15\u0e49\u0e2d\u0e07\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08 Architecture \u0e41\u0e1a\u0e1a Distributed<br>\u25cf \u0e15\u0e49\u0e19\u0e17\u0e38\u0e19\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c\u0e2a\u0e39\u0e07: \u0e15\u0e49\u0e2d\u0e07 optimize GPU\/TPU usage<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1d1c9c elementor-widget elementor-widget-heading\" data-id=\"f1d1c9c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>5. \u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e04\u0e27\u0e23\u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f00feae elementor-widget elementor-widget-heading\" data-id=\"f00feae\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u25cf \u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49 AutoML, NAS, RL, Multi-Agent System<br>\u25cf \u0e1d\u0e36\u0e01\u0e43\u0e0a\u0e49 Vector Database, RAG, Knowledge Graph<br>\u25cf \u0e40\u0e02\u0e49\u0e32\u0e43\u0e08 Cloud + Edge Al deployment<br>\u25cf \u0e27\u0e32\u0e07 Monitoring &amp; Observability \u0e15\u0e31\u0e49\u0e07\u0e41\u0e15\u0e48\u0e40\u0e23\u0e34\u0e48\u0e21\u0e15\u0e49\u0e19<br>\u25cf \u0e28\u0e36\u0e01\u0e29\u0e32 Al Governance &amp; Ethical Al<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a050267 elementor-widget elementor-widget-heading\" data-id=\"a050267\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>6. \u0e2d\u0e19\u0e32\u0e04\u0e15\u0e02\u0e2d\u0e07 Next-Gen Al Systems<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6753c83 elementor-widget elementor-widget-heading\" data-id=\"6753c83\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u25cf AI \u0e17\u0e35\u0e48\u0e2a\u0e23\u0e49\u0e32\u0e07 AI \u0e40\u0e2d\u0e07\u0e41\u0e25\u0e30\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e15\u0e19\u0e40\u0e2d\u0e07<br>\u25cf Al Agent \u0e17\u0e33\u0e07\u0e32\u0e19\u0e41\u0e17\u0e19\u0e21\u0e19\u0e38\u0e29\u0e22\u0e4c\u0e41\u0e1a\u0e1a Multi-Platform<br>\u25cf AI \u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e42\u0e25\u0e01\u0e08\u0e23\u0e34\u0e07\u0e1c\u0e48\u0e32\u0e19 Sensor \u0e41\u0e25\u0e30 Multi-Modal Data<br>\u25cf AI \u0e17\u0e35\u0e48\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e23\u0e30\u0e1a\u0e1a\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34\u0e17\u0e31\u0e49\u0e07\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e43\u0e19<br><br> \u0e2d\u0e19\u0e32\u0e04\u0e15\u0e02\u0e49\u0e32\u0e07\u0e2b\u0e19\u0e49\u0e32 \u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e2b\u0e25\u0e48\u0e32\u0e19\u0e35\u0e49\u0e08\u0e30\u0e17\u0e33\u0e43\u0e2b\u0e49 AI \u0e40\u0e1b\u0e47\u0e19 \"\u0e04\u0e39\u0e48\u0e04\u0e34\u0e14\u0e2d\u0e31\u0e08\u0e09\u0e23\u0e34\u0e22\u0e30\u0e02\u0e2d\u0e07\u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e41\u0e25\u0e30\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\" \u0e2d\u0e22\u0e48\u0e32\u0e07\u0e41\u0e17\u0e49\u0e08\u0e23\u0e34\u0e07<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7982e72f elementor-widget elementor-widget-heading\" data-id=\"7982e72f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>\u0e2a\u0e23\u0e38\u0e1b Next-Gen Al Systems<\/b><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2edef5d4 elementor-widget elementor-widget-heading\" data-id=\"2edef5d4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u0e04\u0e37\u0e2d \u0e22\u0e38\u0e04\u0e43\u0e2b\u0e21\u0e48\u0e02\u0e2d\u0e07 AI \u0e17\u0e35\u0e48\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48\u0e42\u0e21\u0e40\u0e14\u0e25\u0e15\u0e2d\u0e1a\u0e04\u0e33\u0e16\u0e32\u0e21 \u0e41\u0e15\u0e48\u0e40\u0e1b\u0e47\u0e19 \u0e23\u0e30\u0e1a\u0e1a\u0e2d\u0e31\u0e08\u0e09\u0e23\u0e34\u0e22\u0e30\u0e40\u0e15\u0e47\u0e21\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a \u0e17\u0e35\u0e48:<br>\u25cf \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e17\u0e33\u0e07\u0e32\u0e19\u0e44\u0e14\u0e49\u0e40\u0e2d\u0e07<br>\u25cf \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e15\u0e31\u0e27\u0e40\u0e2d\u0e07<br>\u25cf \u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e1a\u0e23\u0e34\u0e1a\u0e17<br>\u25cf \u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e15\u0e48\u0e2d\u0e23\u0e30\u0e1a\u0e1a\u0e2b\u0e25\u0e32\u0e01\u0e2b\u0e25\u0e32\u0e22<br>\u25cf \u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e1b\u0e25\u0e2d\u0e14\u0e20\u0e31\u0e22\u0e41\u0e25\u0e30\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e44\u0e14\u0e49<br><br>\u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e17\u0e35\u0e48\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e41\u0e25\u0e30\u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e15\u0e31\u0e27\u0e01\u0e31\u0e1a\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e19\u0e35\u0e49\u0e08\u0e30\u0e21\u0e35 \u0e04\u0e27\u0e32\u0e21\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e2a\u0e39\u0e07\u0e2a\u0e38\u0e14\u0e43\u0e19\u0e22\u0e38\u0e04 Al-first<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb44412 e-flex e-con-boxed e-con e-parent\" data-id=\"eb44412\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6e3559ae e-flex e-con-boxed e-con e-child\" data-id=\"6e3559ae\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64fb9f00 elementor-widget elementor-widget-heading\" data-id=\"64fb9f00\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/lin.ee\/mE3pLMb\"><div><b>\u0e40\u0e2b\u0e19\u0e37\u0e2d\u0e40\u0e21\u0e06 \u0e42\u0e0b\u0e25\u0e39\u0e0a\u0e31\u0e48\u0e19<\/b><\/div><\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48b3d1e3 elementor-widget elementor-widget-heading\" data-id=\"48b3d1e3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/lin.ee\/mE3pLMb\"><b>Crafting the solution to a FUTURE<\/b><\/a><\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1a8b6b4b e-flex e-con-boxed e-con e-child\" data-id=\"1a8b6b4b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6d881134 e-con-full e-flex e-con e-child\" data-id=\"6d881134\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-445f6626 e-con-full e-flex e-con e-child\" data-id=\"445f6626\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-267c887e elementor-widget elementor-widget-image\" data-id=\"267c887e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/nueamek.com\/th\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/nueamek.com\/wp-content\/uploads\/elementor\/thumbs\/photo_2024-01-24_14-55-36-qtdajsonolqm0les82zksqe7rgj8xtf78l0thbb2ls.jpg\" title=\"photo_2024-01-24_14-55-36\" alt=\"photo_2024-01-24_14-55-36\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c2b44b4 e-con-full e-flex e-con e-child\" data-id=\"4c2b44b4\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Next-Gen AI Systems: \u0e40\u0e08\u0e32\u0e30\u0e25\u0e36\u0e01\u0e42\u0e25\u0e01 AI \u0e22\u0e38\u0e04\u0e43\u0e2b\u0e21\u0e48\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 \u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35 AI \u0e01\u0e33\u0e25\u0e31\u0e07\u0e40\u0e14\u0e34\u0e19\u0e17\u0e32\u0e07\u0e40\u0e02\u0e49\u0e32\u0e2a\u0e39\u0e48\u0e22\u0e38\u0e04\u0e43\u0e2b\u0e21\u0e48\u0e17\u0e35\u0e48\u0e40\u0e23\u0e35\u0e22\u0e01\u0e27\u0e48\u0e32 Next-Gen AI Systems \u0e23\u0e30\u0e1a\u0e1a\u0e2d\u0e31\u0e08\u0e09\u0e23\u0e34\u0e22\u0e30\u0e17\u0e35\u0e48\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48\u0e15\u0e2d\u0e1a\u0e2a\u0e19\u0e2d\u0e07\u0e04\u0e33\u0e2a\u0e31\u0e48\u0e07 \u0e41\u0e15\u0e48\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16 \u0e04\u0e34\u0e14 \u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c \u0e41\u0e25\u0e30\u0e1b\u0e23\u0e31\u0e1a\u0e15\u0e31\u0e27\u0e44\u0e14\u0e49\u0e40\u0e2d\u0e07 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e41\u0e01\u0e49\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e0b\u0e31\u0e1a\u0e0b\u0e49\u0e2d\u0e19\u0e43\u0e19\u0e42\u0e25\u0e01\u0e08\u0e23\u0e34\u0e07 \u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e2b\u0e25\u0e48\u0e32\u0e19\u0e35\u0e49\u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e08\u0e33\u0e01\u0e31\u0e14\u0e41\u0e04\u0e48 LLM \u0e2b\u0e23\u0e37\u0e2d Machine Learning \u0e40\u0e17\u0e48\u0e32\u0e19\u0e31\u0e49\u0e19 \u0e41\u0e15\u0e48\u0e23\u0e27\u0e21\u0e44\u0e1b\u0e16\u0e36\u0e07 AI Agents, Self-Evolving AI, Autonomous AI, \u0e41\u0e25\u0e30 AI \u0e17\u0e35\u0e48\u0e1c\u0e2a\u0e32\u0e19 IoT\/Edge Computing \u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e08\u0e30\u0e40\u0e08\u0e32\u0e30\u0e25\u0e36\u0e01\u0e27\u0e48\u0e32 Next-Gen AI Systems \u0e04\u0e37\u0e2d\u0e2d\u0e30\u0e44\u0e23, \u0e17\u0e33\u0e07\u0e32\u0e19\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23, \u0e21\u0e35\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1a\u0e1a\u0e44\u0e2b\u0e19 \u0e41\u0e25\u0e30\u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e04\u0e27\u0e23\u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23 1. Next-Gen AI Systems \u0e04\u0e37\u0e2d\u0e2d\u0e30\u0e44\u0e23? Next-Gen AI Systems \u0e2b\u0e23\u0e37\u0e2d Next-Generation AI [&hellip;]<\/p>","protected":false},"author":2,"featured_media":8024,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"image","meta":{"footnotes":""},"categories":[5,6,7,8,9,10,11,12,13,14,1],"tags":[349,352,350,353,354,351,319,44,61],"class_list":["post-8001","post","type-post","status-publish","format-image","has-post-thumbnail","hentry","category-artificial-intelligence","category-bitcoin","category-cryptocurrency","category-deep-learning","category-internet-of-things","category-machine-learning","category-networks","category-pdi","category-pool-mining","category-solo-mining","category-uncategorized","tag-aiengineering","tag-aifordevelopers","tag-aisystems","tag-llm","tag-mlops","tag-nextgenai","tag-softwaredevelopment","tag-deeplearning","tag-machinelearning","post_format-post-format-image"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/posts\/8001","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/comments?post=8001"}],"version-history":[{"count":21,"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/posts\/8001\/revisions"}],"predecessor-version":[{"id":8035,"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/posts\/8001\/revisions\/8035"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/media\/8024"}],"wp:attachment":[{"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/media?parent=8001"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/categories?post=8001"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nueamek.com\/th\/wp-json\/wp\/v2\/tags?post=8001"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}