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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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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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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AI Week in Review 26.01.17

Figure 1. Ralph Wiggum has recently been the talk of the AI coding developer community, as Vivek on X explains. The “Ralph loop” in Claude Code adds a “verify and try again” loop to agentic coding tasks. Many users found it remarkably useful for completing some agentic coding tasks, so the method has gone viral….

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Why Enterprises Keep Getting Stuck with Research Hardware

Share “AI Buyers’ Remorse: Why Companies Are Getting Stuck With Research Hardware” on Twitter Share “AI Buyer’s Remorse: Why Companies Get Stuck With Research Hardware” on Facebook Share “AI Buyer’s Remorse: Why Companies Get Stuck With Research Hardware” on LinkedIn Many customers purchase AI systems originally designed for research labs and attempt to integrate them…

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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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