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AI & Enterprise

AI costs are starting to surpass payroll at some companies

As spending on AI surges, computing costs at some companies are starting to exceed employee payroll, Axios reported. Nvidia applied deep learning vice president Bryan Catanzaro said his team’s computing expenses far surpass staff costs. The Information reported that Uber’s chief technology officer said rising token costs burned through its full 2026 AI budget in four months. Gartner forecasts 2026 global IT spending will rise 13.5 percent to $631 billion.

AI & Enterprise

LG AI Research to work with Nvidia to link EXAONE and Nemotron ecosystems

LG AI Research and Nvidia executives met on April 21 at LG AI Research headquarters in Magok, Seoul, and agreed to strengthen a technology alliance to expand the K-EXAONE ecosystem. The companies plan to broaden cooperation by combining LG\'s EXAONE model with Nvidia\'s Nemotron open ecosystem to jointly develop specialised models. They have continued technical collaboration from EXAONE 3.0 through K-EXAONE and multimodal EXAONE 4.5.

Industry

Nvidia shifts AI chip battleground from specs to end-to-end efficiency

Nvidia said it will shift competition in AI semiconductors from chip specifications to end-to-end efficiency across pre-training, post-training, inference and agents. It also disclosed measured results showing Blackwell-based GPUs deliver 55 times faster mixture-of-experts inference than the prior Hopper generation. Nvidia highlighted efficiency gains from a new numeric format and software advances, and introduced curriculum-based post-training results for its Nemotron 3 Nano model. It also said Korean partners are participating and unveiled a Korean-focused synthetic dataset.