Enterprises are turning to AI to solve their efficiency problems, but is just a short-term fix?

Michael Kitces and Ben Henry-Moreland ask whether these long-term problems require a solution other than AI? JANUARY 21, 2026 By Ben Henry-Moreland and Michael Kitces As companies grow and merge over time, they accumulate technical debt. Technologies, capabilities, and processes that in a perfect world would be retooled and improved every time the company grows…

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Contracting for AI Acquisition in a Rapid-Adoption Era – IPWatchdog.com

Contracts for acquiring AI in the era of rapid adoption See the speakers Organizations and government agencies are acquiring AI at unprecedented speed, often faster than legal, procurement and governance frameworks can adapt. Standard software contracts are pushed beyond their limits, exposing buyers to unclear ownership of outcomes, weak data rights, opaque model behavior, regulatory…

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From chips to jobs: Huang’s vision for AI at Davos 2026

Speaking in Davos, Huang argued that investments in AI strengthen employment by reorienting work from tasks to purpose, particularly in healthcare, manufacturing and digital services. AI evolves into a fundamental economic system rather than a standalone technology, according to NVIDIA CEO Jensen Huang, who described AI as a five-layer infrastructure spanning energy, hardware, data centers,…

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Agentic AI edges closer to everyday production use

Many security and operations teams now spend less time wondering whether agentic AI has a place in production and more time determining how to run it securely at scale. A new research report from Dynatrace examines how large organizations are moving agentic AI from pilot projects to real-world environments and where these efforts are stagnating….

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Into the Omniverse: Physical AI Open Models and Frameworks Advance Robots and Autonomous Systems

Editor’s note: This article is part of In the Omniversea series focused on how developers, 3D practitioners and businesses can transform their workflows using the latest advancements in OpenUSD And NVIDIA Omniverse. Open source has become essential to drive innovation in robotics and autonomy. By providing access to critical infrastructure – from simulation frameworks to…

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