𝐀𝐑𝐄 𝐖𝐄 𝐎𝐔𝐓𝐒𝐎𝐔𝐑𝐂𝐈𝐍𝐆 𝐓𝐇𝐈𝐍𝐊𝐈𝐍𝐆 𝐓𝐎 𝐌𝐀𝐂𝐇𝐈𝐍𝐄𝐒?

I presented my thesis, “𝐁𝐞𝐲𝐨𝐧𝐝 𝐭𝐡𝐞 𝐏𝐫𝐨𝐦𝐩𝐭: 𝐑𝐞𝐭𝐡𝐢𝐧𝐤𝐢𝐧𝐠 𝐆𝐞𝐧𝐀𝐈 𝐀𝐝𝐨𝐩𝐭𝐢𝐨𝐧 𝐭𝐡𝐫𝐨𝐮𝐠𝐡 𝐇𝐮𝐦𝐚𝐧 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬 𝐚𝐧𝐝 𝐂𝐨𝐠𝐧𝐢𝐭𝐢𝐯𝐞 𝐆𝐮𝐚𝐫𝐝𝐫𝐚𝐢𝐥𝐬,” at the International Conference on Sustainable Development Practices 2025 under the AI, Technology and Sustainability track by Karunya School of Management and Karunya Institute of Technology and Sciences.

▪️ GenAI success is human-first. Design the thinking, then direct the tool.
▪️ A clear loop of initiation, generation, and review protects authorship and quality.
▪️ Guardrails and communication frameworks turn novelty into reliable practice.

Faculty leaders Jino Johny Malakkaran PhD, Executive Director, Sahrdaya Institute of Management Studies and Dhanya Alex, Director, Sahrdaya Institute of Management Studies found the submission useful and shared guidance.

Industry sources, including IBM, Deloitte, and MIT, warn that unguarded GenAI use can reduce cognitive engagement, underscoring the need for a human-led approach; this paper presents a solution pathway that augments human skills rather than letting them deteriorate.

𝐂𝐮𝐫𝐢𝐨𝐮𝐬 𝐚𝐛𝐨𝐮𝐭 𝐭𝐡𝐞 𝐦𝐨𝐝𝐞𝐥 𝐨𝐫 𝐭𝐞𝐦𝐩𝐥𝐚𝐭𝐞𝐬? 𝐂𝐨𝐦𝐦𝐞𝐧𝐭 “𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤” 𝐚𝐧𝐝 𝐈 𝐰𝐢𝐥𝐥 𝐬𝐡𝐚𝐫𝐞 𝐚 𝐫𝐞𝐬𝐨𝐮𝐫𝐜𝐞.