Enhans said on Tuesday it will carry out a government-backed project with GS Caltex to develop an AI model based on tacit manufacturing know-how. The work is part of the Ministry of Trade, Industry and Energy’s 2026 programme. Enhans will lead development, with GS Caltex participating as the demand company. The project will connect structured equipment data, unstructured documents and maintenance history with engineers’ decision criteria gathered through interviews, and implement the knowledge as a guide chatbot.

Cyber attackers used a multi-agent AI framework to steal thousands of credentials in under six hours, a Google report said. Google Mandiant Threat Intelligence Group said a suspected financially motivated attacker breached an organisation\'s cloud infrastructure, built an autonomous attack system and automated scanning and information gathering. The attacker combined an AI coding chatbot with prompts and agent prompts, and used a preset markdown playbook. The report also cited a suspected China-linked group using Gemini for initial intrusion tasks.