162 summarised stories about AWS, each linking back to the original source. Browse all topics →
Amazon Web Services 3 weeks ago 44 ● 2 sources
SageMaker AI published a review of 2026 year-to-date launches for its two generative AI inference deployment paths: managed endpoints and HyperPod Inference.
Amazon Web Services 3 weeks ago 41 ● 2 sources
Amazon Bedrock announced the new AgentCore runtime for running production agents with improved memory handling and start-time behavior. It reported a P75 cold-start latency of about 2 seconds that stays roughly the same from a 200 MB image to a 2 GB image, while the original runtime rose from about 5.4 seconds to nearly 30 seconds. The runtime now reclaims memory during sessions, delivers consistent cold starts independent of image size or concurrency, and changes billing to track on-demand, reclaimed usage.
Amazon Web Services 3 weeks ago 48
Hugging Face’s developers showed that deploying Hugging Face models on Amazon SageMaker AI can fail when coding agents choose stale or wrong serving containers, while their provided “agent skills” guide the workflow to a working endpoint. A Qwen3-0.6B deployment to a single ml.g5.xlarge instance in us-east-1 failed health checks multiple times when the agent initially picked TGI before switching to vLLM. Using the skills changes the process by selecting the correct container image URI from the AWS Deep Learning Containers catalog, adding autoscaling and CloudWatch alarms, and providing a verified teardown path to avoid billed GPU time from failed endpoints.
Amazon Web Services 3 weeks ago 46 ● 2 sources
Amazon announced SageMaker HyperPod Inference Gateway, a Kubernetes-native GPU-aware routing addon for EKS that replaces naive load balancer routing for LLM inference. It reports reducing first-token latency by up to 82% versus Kubernetes round-robin, including a benchmark where TTFT P99 improved by 98% in bursty traffic for Llama-3.1-70B. The change is that inference requests get steered to the best-suited model pod using real-time GPU signals and routing rules (including KV cache state, queue depth, and LoRA adapter residency), rather than round-robin balancing.
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15 October 2026
Anthropic’s IPO momentum dominated today’s AI news, and the details read like a pitch built for CFOs, not just researchers. The company told investors its third-quarter revenue hit $16.8 billion, up about 46% quarter over quarter and nearly 50% in the story’s framing, putting it on a clear path toward public-market scrutiny. Crucially for the valuation talk, distillation—how labs compress and reuse model knowledge—contributed only 5% to 7% of revenue before being “cut back materially” in Q3, shifting the mix away from spending and dependencies that other labs leaned on. An early backer’s market-odds math expects shares priced around $1.8 trillion with a trading value of $2.3 to $2.4 trillion, even comparing that jump to SpaceX’s roughly $2.1 trillion opening-day market cap.
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