Heterogeneous computing and the future of AI

Heterogeneous computing is quietly redefining how AI appears in everyday devices, bringing intelligence closer to where people actually use it rather than keeping it locked in remote cloud systems. As AI expands into physical products, success depends less on raw performance and more on how efficiently CPUs, GPUs, and NPUs work together. Heterogeneous computing manifests…

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Nirmal Jingar Receives 2026 Global Recognition Award for Sustained Contributions to AI-Driven Supply Chain Optimization and Modernization at Wayfair

Nirmal Jingar receives a 2026 Global Recognition Award for leading AI platform modernization at Wayfair, generating millions of dollars in supply chain savings, advancing responsible adoption of generative AI, mentoring engineering teams, and shaping industry standards through governance frameworks and advisory work. New York, NY, USA, January 17, 2026 — Nirmal Jingara senior engineering manager…

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Shield AI Signs Contract with Taiwan’s National Chung-Shan Institute of Science and Technology to Accelerate and Indigenize Taiwan-Developed AI Pilots

TAIPEI, February 11, 2026 /PRNewswire/ — Shield AI today announced that it has signed a contract with Taiwan’s National Chung-Shan Institute of Science and Technology (NCSIST) to advance the development, demonstration and deployment of AI-driven unmanned systems. The collaboration will integrate Shield AI’s Hivemind platform into NCSIST’s intelligent unmanned systems, supporting both software development and…

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Cast AI Valued at Over $1 Billion With the Launch of Its GPU Marketplace

OMNI Compute is a unified compute marketplace that allows businesses to access, provision, and operate GPUs in any cloud or region, with no code changes required. MIAMI, January 12, 2026–(BUSINESS FEED)–Cast AI, the leading application performance automation platform, was introduced today OMNI calculationa unified compute control plane that automatically discovers available resources across cloud providers…

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The Winning Edge Recap: Rethinking Denial Management Strategies to Counter Payer AI

As payers deploy advanced technologies to review claims, health systems like Mercyhealth and WellStar are fighting back with stricter contracts and predictive AI. In recent years, the fierce struggle to combat denial has gradually intensified. During this week’s The Winning Edge for Defeating Denials webinar, revenue cycle leaders from Mercyhealth and Wellstar Health System discussed…

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“The sheer velocity of AI-driven threats makes human-in-the-loop a bottleneck rather

“Cybersecurity will be the first vertical to completely move from co-pilots to autonomous agents. The sheer speed of AI-based threats makes workflows involving humans a bottleneck rather than a protection,” said Yoni Osherov, general partner at Ouverture Capital, when asked which specific industry would be the first to fully trust AI with independent decision-making. “We…

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Kazakhstan Adopts its First AI Law

A law on artificial intelligence has entered into force in Kazakhstan, the Caspian Post reports citing the Ministry of Artificial Intelligence and Digital Development of the Republic of Kazakhstan. The document classifies neural network-related systems by risk level. The most dangerous – those used in government agencies and critical sectors – have been equated with…

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