Top developments

The week in brief

  • AWS: Abnormal AI: Amazon Bedrock AgentCore for agentic email security at scale
  • AWS: The generative AI customization spectrum: From prompt engineering to custom models on AWS
  • AWS: Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference
  • NVIDIA: Skild AI Taps NVIDIA Physical AI to Teach Robots New Tasks From a Single Video
  • NVIDIA: d-Matrix Adopts NVIDIA NVLink Fusion for Rack-Scale XPU Deployment
  • AWS: ICYMI: What landed for AI builders in August 2026

Highlights

The strongest cross-stream stories

Blog AWS
BlogAWSSep 14, 2026

Abnormal AI: Amazon Bedrock AgentCore for agentic email security at scale

High

AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI.

AWS published an official update on Abnormal AI: Amazon Bedrock AgentCore for agentic email security at scale. The post says learn how Abnormal AI deployed Amazon Bedrock AgentCore Code Interpreter as an ephemeral compute scratch pad for the agents behind its real-time email threat detection at billion-message scale, plus the sandbox design decisions and practical lessons for builders deploying Code Interpreter in production. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWSBedrockAI infrastructure
Sep 14, 2026
Blog AWS
BlogAWSSep 14, 2026

The generative AI customization spectrum: From prompt engineering to custom models on AWS

High

AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI.

AWS published an official update on The generative AI customization spectrum: From prompt engineering to custom models on AWS. The post says pick the right generative AI customization approach on AWS with an 8-step decision framework, from prompt engineering and RAG to fine-tuning, continued pre-training, and Amazon Nova Forge. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is product and developer teams, infra and operations teams, and enterprise buyers.

AWSBedrockAI infrastructure
Sep 14, 2026
Blog AWS
BlogAWSSep 10, 2026

Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference

High

AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI.

AWS published an official update on Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference. The post says amazon SageMaker Inference now offers prefix-aware routing, a routing strategy that sends requests sharing the same prompt prefix to the same instance so the KV cache stays warm. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is product and developer teams, infra and operations teams, enterprise buyers, and research and model evaluation teams.

AWSBedrockAI infrastructure
Sep 10, 2026
Blog NVIDIA
BlogNVIDIASep 10, 2026

Skild AI Taps NVIDIA Physical AI to Teach Robots New Tasks From a Single Video

High

NVIDIA is signaling where AI infrastructure and deployment workflows are moving next.

NVIDIA published an official update on Skild AI Taps NVIDIA Physical AI to Teach Robots New Tasks From a Single Video. The post says manufacturing floors, warehouses and production lines rarely stay fixed — tasks change, layouts shift and new products arrive, and most robots can’t keep up without significant reprogramming. NVIDIA is signaling where AI infrastructure and deployment workflows are moving next. The main audience here is infra and operations teams and executive stakeholders.

NVIDIAAI infrastructurechips
Sep 10, 2026
Blog NVIDIA
BlogNVIDIASep 10, 2026

d-Matrix Adopts NVIDIA NVLink Fusion for Rack-Scale XPU Deployment

High

NVIDIA changed the developer or product surface area teams can ship against.

NVIDIA published an official update on d-Matrix Adopts NVIDIA NVLink Fusion for Rack-Scale XPU Deployment. The post says aI inference chipmaker d-Matrix today announced it will use NVLink Fusion to connect its next-generation Raptor XPUs to NVIDIA’s AI infrastructure platform — joining a growing roster of ecosystem partners. NVIDIA changed the developer or product surface area teams can ship against. The main audience here is product and developer teams and infra and operations teams.

NVIDIAAI infrastructurechips
Sep 10, 2026
Blog AWS
BlogAWSSep 9, 2026

ICYMI: What landed for AI builders in August 2026

High

AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI.

AWS published an official update on ICYMI: What landed for AI builders in August 2026. The post says a recap of August 2026 launches for AI builders across Amazon Bedrock, Amazon Bedrock AgentCore, and Strands: million-token context for OpenAI models, cross-Region inference, agents that run for up to 14 days on dedicated compute, expanded AWS GovCloud availability, and Strands Robots for physical deployment. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWSBedrockAI infrastructure
Sep 9, 2026
Blog NVIDIA
BlogNVIDIASep 15, 2026

Heart of the Matter: How a Major Children’s Hospital Uses Open Source NVIDIA AI for Cardiac Care

High

NVIDIA is signaling where AI infrastructure and deployment workflows are moving next.

NVIDIA published an official update on Heart of the Matter: How a Major Children’s Hospital Uses Open Source NVIDIA AI for Cardiac Care. The update appears to expand or clarify NVIDIA's public-facing program, product, or deployment surface area. NVIDIA is signaling where AI infrastructure and deployment workflows are moving next. The main audience here is infra and operations teams and executive stakeholders.

NVIDIAAI infrastructurechips
Sep 15, 2026
Blog NVIDIA
BlogNVIDIASep 14, 2026

Perplexity Portable Computer Is Now Available on Windows, Powered by NVIDIA RTX

High

NVIDIA is signaling where AI infrastructure and deployment workflows are moving next.

NVIDIA published an official update on Perplexity Portable Computer Is Now Available on Windows, Powered by NVIDIA RTX. The post says as local models become more capable, AI agents can handle more work directly on a PC while keeping sensitive information on the device. NVIDIA is signaling where AI infrastructure and deployment workflows are moving next. The main audience here is infra and operations teams and executive stakeholders.

NVIDIAAI infrastructurechips
Sep 14, 2026
Program CRA SR&ED
ProgramCRA SR&EDSep 15, 2026

SR&ED news and updates - Scientific Research and Experimental Development (SR&ED) tax incentives - Canada.ca

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CRA SR&ED changed how Canadian companies can plan, de-risk, or recover R&D spending through tax incentives.

CRA SR&ED published an official funding update on SR&ED news and updates - Scientific Research and Experimental Development (SR&ED) tax incentives - Canada.ca. The post says summary of the latest updates to the Scientific Research and Experimental Development Program's (SR&ED) policies, publications and news releases. CRA SR&ED changed how Canadian companies can plan, de-risk, or recover R&D spending through tax incentives. The main audience here is finance and tax teams and innovation and operations leaders.

CanadaCRASR&ED
Sep 15, 2026
Program NRC IRAP
ProgramNRC IRAPSep 15, 2026

Support for technology innovation - National Research Council Canada

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NRC IRAP published an official funding update that could affect how Canadian organizations plan grants, incentives, or…

NRC IRAP published an official funding update on Support for technology innovation - National Research Council Canada. The update appears to expand or clarify NRC IRAP's public-facing program, product, or deployment surface area. NRC IRAP published an official funding update that could affect how Canadian organizations plan grants, incentives, or tax-credit applications. The main audience here is founders and grant applicants and innovation and operations leaders.

NRC IRAPSME fundinginnovation
Sep 15, 2026