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AI-native networking vs. traditional network automation

Most engineers agree that no methodology fits every part of a network. Before choosing rule-based automation or learning-based tools, admins must consider network structure.

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Tenstorrent raises $1.5B to challenge Nvidia in AI servers and chip IP

AI chipmaker reaches $6.2B valuation as it expands server production and licenses processor IP, but it remains to be seen whether it can offer a viable Nvidia alternative.

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Microsoft's Nscale exit exposes $103B AI contract pipeline risk

Microsoft terminated its Nscale data center contract after UK power delays. Nscale's $103B contract pipeline highlights the financing risks facing AI infrastructure developers.

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Sovereign AI requires extending governance to AI layer

Under new data sovereignty regulations, deploying AI systems presents an urgent challenge: Endpoints within the U.S. are not enough to meet compliance requirements for cloud data.

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