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Queensland Manufacturing Hub to host inaugural robotics and automation industry lunch in Toowoomba
Stock image. Image credit: sdecoret/stock.adobe.com Manufacturing Queensland has announced that the Queensland Manufacturing Hub in Toowoomba will host its inaugural Robotics and Automation Industry Lunch on 22 July, bringing together manufacturers and industry representatives to discuss the adoption of robotics and automation across the sector. According to Manufacturing Queensland, the networking event is intended to…
SkewAdam: A tiered optimizer that cuts MoE state memory by 97% (fits a 6.7B MoE on a 40GB GPU) [R]
Paper:https://arxiv.org/abs/2607.19058 Code (GitHub):https://github.com/nuemaan/skewadam Hi everyone, I just published a preprint on a new optimizer designed to tackle the massive VRAM bottleneck in Mixture-of-Experts (MoE) training. If you've trained MoEs, you know that optimizer state is usually the largest single line item in the memory budget. AdamW, for example, spends 50.6 GB of state memory just…
News Content Hub – Hyundai and Kia test autonomous robot onboard cargo ship – rivieramm.com
News Content Hub – Hyundai and Kia test autonomous robot onboard cargo ship rivieramm.com
Top 5 Cloud Robotics Companies Driving U.S. Market Growth
With enterprises in the U.S. accelerating their digital transformation strategies, cloud robotics has emerged as a critical technology by providing industry, and wide solutions for intelligent automation. Cloud-connected robotic systems are an integral part for smart manufacturing as many top industries such as healthcare, logistics, retail, defence and warehousing organizations are being deployed. Combining cloud…
Gradient-based planning for world models at longer horizons
By Michael Psenka, Mike Rabbat, Aditi Krishnapriyan, Yann LeCun, Amir Bar GRASP is a new gradient-based planner for learned dynamics (a “world model”) that makes long-horizon planning practical by (1) lifting the trajectory into virtual states so optimization is parallel across time, (2) adding stochasticity directly to the state iterates for exploration, and (3) reshaping…
South Korea wants to offer free, unlimited AI to every one of its citizens
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