RESEARCH & INTELLIGENCE

Evidence before assumptions.

A focused reading room for cloud computing decisions. Official announcements are useful evidence of a provider’s direction; they are not independent performance guarantees.

Editorial review: 9 November 2026. This is a curated snapshot, not a live news feed. Publication dates are shown where available. Roadmaps may change. Recheck sources before a commercial decision.

Three questions to take into a provider discussion

What is available now?

Separate an announced architecture from a bookable allocation in your required region and start window.

What is measured?

Ask for evidence using your software, dataset, precision and target scale. Peak specifications and delivered throughput describe different things.

What is included?

Make storage, interconnect, support, egress and contract commitments explicit alongside compute rental.

Official source ledger

2026-10-27 · Reviewed 2026-11-09 · Official source

Oracle broadens its accelerator roadmap

Oracle announced Google TPUs on OCI for 2027. Future availability remains subject to rollout.

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2026-08-12 · Reviewed 2026-11-09 · Official source

AI cloud extends across the workload lifecycle

Nebius’s Q2 shareholder letter describes its integrated approach to training and inference.

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2026-10-28 · Reviewed 2026-11-09 · Official source

GPU clusters need a connected fabric

Vultr documentation distinguishes compute, bare metal and GPU fabric clusters.

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2026-10-19 · Reviewed 2026-11-09 · Official source

Vultr describes its enterprise AI infrastructure

Vultr discusses self-service CPU and GPU clusters and identity features. Some capabilities are described as forthcoming, so verify availability directly.

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2025-10-14 · Reviewed 2026-11-09 · Official source

Oracle announces Zettascale10

Oracle’s announcement connects large AI clusters with networking, reliability and facility design. Announced maxima are not workload benchmarks or evidence of capacity available to every customer.

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Undated; reviewed 2026-11-09 · Reviewed 2026-11-09 · Official source

OCI explains its HPC platform

Oracle’s HPC page brings together bare metal, networking and storage for scientific and engineering applications. Provider claims require application-specific validation.

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Undated; reviewed 2026-11-09 · Reviewed 2026-11-09 · Official source

Nebius describes its cloud approach

Nebius presents a platform spanning AI development and deployment. Its descriptions are vendor information, rather than independent comparative testing.

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2026-04-07 · Reviewed 2026-11-09 · Official source

Vultr adds CPU cluster support

Vultr’s product update describes extending its cluster offering to CPU resources. This illustrates why the CPU layer belongs in AI infrastructure planning.

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