AI is forcing companies to rethink not only how software is built but how quickly ageing systems must be replaced, with Cisco warning that increasingly capable frontier models are turning technical debt into a board-level cybersecurity concern.

Co-packaged optics (CPO) is forcing chipmakers and equipment suppliers to rethink where testing should take place, as long optical test times and the high cost of downstream failures raise the importance of screening optical engines before final package integration, according to Chroma ATE.

TSMC is calling for future HBM and DRAM designs to become more compatible with X-ray inspection, as increasingly complex advanced packaging makes buried defects harder to detect while raising concerns over radiation exposure to sensitive memory devices.

When Apple abandoned Project Titan, automotive supply chain insiders predicted the tech giant wouldn’t bow out of the smart vehicle market entirely; it would simply approach the market from a different angle. Judging by its recent collaboration with Ford Motor, Apple is pivoting toward software-layer integration and vehicle systems, a move that may represent a preview of the playbook CEO John Ternus will execute.

Trustworthy supply chain concerns are extending beyond semiconductors to drones and other autonomous systems, now emerging as national strategic industries. At a Semicon Taiwan 2026 side forum, defense and industry experts from Taiwan and the US called for stronger production capacity, standardized interfaces, testing infrastructure and predictable government procurement to turn Taiwan’s supply chain strengths into a globally trusted base for unmanned systems.

A decade ago, when Nvidia CEO Jensen Huang was developing the world’s first NVLink-enabled deep learning system, the DGX-1, the tech industry was deeply skeptical about the future of artificial intelligence (AI).