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Applied AI·October 19, 2026·1 min read

SandboxAQ launches tools to test AI agents and track what they cost

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Switch Trust and Switch ROI treat agents as assets that need both security testing and unit economics—prompt injection tests plus per-agent spend vs. outcome tracking. If you’re deploying more than a handful of agents, you now have no excuse not to know which ones are vulnerable and which ones are burning budget for marginal value.

Applied AI

Sources: DeepSeek and Huawei are collaborating on future AI chip designs; DeepSeek plans to start using Ascend 950DT for pre-training as soon as 2026's end

A model lab shaping Huawei’s Ascend 950DT roadmap is a direct attempt to close the loop between frontier training needs and domestic silicon—reducing dependence on US-controlled GPUs. Anyone exposed to China-facing AI demand should assume a more credible non-Nvidia path by 2027 and plan for a bifurcated tooling and optimization stack.