Marvell Technology Inc. has announced a collaboration with South Korea-based AI semiconductor company Rebellions to develop custom, high-performance, and energy-efficient AI systems tailored for sovereign and regional AI initiatives across the Asia-Pacific (APAC) region and the Middle East. This partnership aims to move away from generic GPU stacks toward domain-specific AI accelerators and rack-level systems designed for scalability, efficiency, and enhanced control. The collaboration has positively impacted Marvell's stock, with shares rising by up to 10.5% pre-market. Additionally, several AI industry developments were noted, including HUMAN's introduction of the first adaptive trust layer for agentic AI, AGNT AI's launch of the first in-market autonomous AI for real estate agents, and Helix 2.0 providing enterprises with rapid deployment of AI agents on private generative AI stacks. Other notable announcements include DataRobot's agent workforce platform built with NVIDIA, Revscale AI's Peripheral intelligence platform, LXT's integration with Clickworker for AI data solutions, Informatica's latest intelligent data management cloud release, SandboxAQ's AQtive Guard Protect for security against non-human identities, SoundHound AI and Acrelec's partnership for AI-powered drive-thrus, and Metaforms raising $9 million to expand AI capabilities for market research agencies in India.