CPUs
2 stories filed under CPUs on Beyond Market Intelligence. The newest of them: “Anthropic Explores Akamai's Cloud for AI-Native Workloads” and “Turn Idle CPU Power into Faster AI Token Generation”. An $11.6 billion commitment over seven years is a serious statement, and Anthropic is making it with Akamai. Speculative decoding is often framed as a GPU-only play, but DFlash proves otherwise. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every CPUs story on Beyond Market Intelligence, newest first.
Anthropic Explores Akamai's Cloud for AI-Native Workloads
An $11.6 billion commitment over seven years is a serious statement, and Anthropic is making it with Akamai. The deal centers on CPUs for AI-native workloads, a choice that prioritizes flexibility over raw speed. What stands out is the unusual structure: Akamai is offering up to 5% of its stock, a stake that grows as Anthropic scales its spending. It is a bet on a long-term partnership, not just a transaction. For teams watching infrastructure costs, this is a signal worth exploring.
Turn Idle CPU Power into Faster AI Token Generation
Speculative decoding is often framed as a GPU-only play, but DFlash proves otherwise. In vLLM tests on Intel Xeon 6, it hit 3.92x the autoregressive throughput with Qwen3.5-9B at concurrency 1. That is not a marginal gain; it is a practical unlock for underused CPU compute. The post breaks down the acceptance metrics and shows exactly when speculation pays off. For a deeper look at keeping model inputs clean, check out our piece on catching AI slop before it skews your data.