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An October 14 AWS guide shows how SageMaker Python SDK v3 can find and deploy a model from JumpStart, then measure it with sample prompts. The example records latency, approximate output length and single-request generation rate.
An October 13 AWS technical post tested a tool-using agent with Grok 4.7 on Bedrock across three synthetic search tasks. Each task had one answer verified by brute force; six runs at each of four reasoning levels made 72 runs in total.
At the Open Compute Project Global Summit, Microsoft announced Project Tessera, an open-source integrated hardware security module design. It aims to keep keys inside a hardware security boundary close to workloads and provide open protocols across HSM implementations. Software, drivers, firmware and hardware designs were published on GitHub.
The agreement would cover the first 15 years if the Elk Creek project reaches production; that remains contingent on financing and construction.
AWS introduced Web Functions to run standard Node.js HTTP servers on Lambda without converting applications into event handlers. The first release uses Node.js 24 on Arm64, two vCPUs and 2 GB of memory. A warm execution environment can serve multiple concurrent requests.
An AWS guide dated October 12 explains serving a GGUF model through a SageMaker AI endpoint using the standard Deep Learning Container, returning OpenAI-compatible chat responses. It includes CPU and GPU deployment options.
An October 11 AWS quarterly post covers 46 datasets added or updated in its registry. The company says the program makes over 400 petabytes publicly available; that is the total collection, not the new additions.
AWS published a technical evaluation on October 9 of reinforcement-learning rollouts in Firecracker microVMs. It reported more than 100,000 samples across over 500 configurations using the labsweep measurement harness. In the tested workloads, tail latency rose sharply beyond one microVM per virtual CPU, while median latency changed much less.
AWS announced a metadata endpoint on October 9 that lets Lambda execution environments discover their Availability Zone ID. The information helps functions prefer resources in the same zone, such as ElastiCache nodes or database read replicas. AWS says the feature is available at no additional charge in every commercial Region offering Lambda.
On October 9, AWS described RareDx, an application prototype for geneticists. A coordinator directs 12 specialist agents for tasks such as clinical-history summaries and report drafting.
France’s minister designated projects in line with CRE proposals for two rounds. Ground solar covers 125 projects and 931.4 MWp at a weighted €61.33/MWh; small PV covers 871 projects and 288.3 MWp at €75.48/MWh.
France’s regulator approved shared grid works intended to add 2,500 MW of connection capacity in Fos-Lavéra. With 600 MW existing, total capacity reaches 3,100 MW; gross cost is estimated at €636.4 million.
