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Kecerdasan Buatan (AI) berkembang pesat—dari sekadar chatbot tanya-jawab menjadi sistem yang mampu melakukan tugas kompleks secara mandiri. Pergeseran ini dikenal sebagai Agentic Workflow (alur kerja beragen), di mana AI tidak hanya memproses satu perintah (zero-shot prompt), tetapi mampu merencanakan, menggunakan alat, mengevaluasi diri sendiri, dan bekerja secara bertahap untuk mencapai tujuan tertentu.
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Many software projects begin with a promising idea. Some become successful products that serve thousands—or even millions—of users. Others never progress beyond a proof of concept.
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This report is compiled as documentation of the Technical Guidance on the Preparation of Ready-to-Submit Manuscripts for Private Universities in LLDikti Region I, held on February 26–27, 2026, at the Selecta Hotel & Convention. This activity is a concrete step to follow up on the Decree of the Minister of Higher Education, Science, and Technology Number 63/M/KEP/2025, specifically in accelerating the achievement of KPI 8 regarding the promotion of lecturers’ functional positions through reputable scientific publications.
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The Selection of Outstanding Students (Pilmapres) is a routine competition held by the Indonesian Ministry of Education, Culture, Research, and Technology. It aims to identify and appreciate top students who excel academically, contribute positively to society, and demonstrate integrity and leadership. In 2025, I, along with Eka Stephani Sinambela, had the privilege of mentoring students from the Institut Teknologi Del for the Regional Pilmapres in LLDikti Region I.