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AWS Neuron 2.31.0 now available with NKI 0.5.0 and UltraServer Operator

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AWS·1 week ago · Jul 8, 2026, 03:58 PMFeatureAI-assisted summary

Summary

Adds NKI 0.5.0 with FP8 scale dtype support, tensor indirection, and zero‑cost NkiTensor view APIs.
Introduces the public‑beta Neuron UltraServer Operator for EKS, automating UltraServer discovery, workload allocation, and resource claim generation.
Redesigned codegen backend, contiguous shared scratchpad, and 14 new experimental kernels improve performance and expand training capabilities.

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