Google Resear2026-09-28 02:51:34Google Research unveils AI co-director framework for coherent videos up to 10 minutesGoogle Research has introduced an agent framework called AI Co-Director, aimed at addressing identity drift and cascading errors in long-form video generation. The suite includes four components — Co-Director, CANVAS, A²RD, and VQQA — that can stitch short clips into multi-minute story videos while also supporting voice and soundtrack generation. According to the information cited from MarkTechPost, Co-Director scored an average of 81.4 on the GenAD-Bench benchmark and received a human rating of 3.96 out of 5. CANVAS improved background continuity, character consistency, and prop consistency by 21.6%, 9.6%, and 7.6%, respectively. A²RD improved consistency by as much as 30% across videos ranging from 1 to 10 minutes, while boosting narrative coherence by 20%. The system is built on top of Gemini and Veo, but Google Research said the design is model-agnostic and can work with other generators. Outputs also inherit the base model’s SynthID watermarking technology.20
photonics sup2026-06-23 11:01:16Photonics Industry Chain Deep Dive: From Glass to Testing, Who Will Dominate AI Data Center Growth?AI data centers face copper's physical limits, making photonics the inevitable choice. Former Target and Amazon executive Brian dismantles the photonics supply chain — from Corning's fiber, Amphenol's connectors, Ciena's systems, to upstream materials (AXT) and testing (VEO) — highlighting overlooked 10X potential stocks at each layer.1310