S&P Global’s innovative disaster recovery strategy using Amazon FSx for NetApp ONTAP snapshots
TutoSartup excerpt from this article:
This solution enables immediate failover to read-only mode in a secondary region within 15 minutes, followed by full read-write recovery when needed... Business challenge S&P Global Market Intelligence must maintain uninterrupted access to information, even during regional outages... Key challenges addressed Facilitating sub-15-minute access to critical financial data during regional s...
This solution enables immediate failover to read-only mode in a secondary region within 15 minutes, followed by full read-write recovery when needed... Business challenge S&P Global Market Intelligence must maintain uninterrupted access to information, even during regional outages... Key challenges addressed Facilitating sub-15-minute access to critical financial data during regional s...
Q2 GDP Expectations Cool—But Some Economists Aren’t Worried
TutoSartup excerpt from this article:
US economic growth estimates for the second quarter have weakened, according to recent nowcasts... The downturn suggests that output will slow in the upcoming Q2 GDP report, based on the median for a set of nowcasts compiled by The Capital Spectator... The new median nowcast marks a material slowdown from the 2...The softer nowcast reflects three factors in recent data: lower exports, a declin...
US economic growth estimates for the second quarter have weakened, according to recent nowcasts... The downturn suggests that output will slow in the upcoming Q2 GDP report, based on the median for a set of nowcasts compiled by The Capital Spectator... The new median nowcast marks a material slowdown from the 2...The softer nowcast reflects three factors in recent data: lower exports, a declin...
Introducing AWS SimuLearn learning plan badges: Verifiable proof of hands-on cloud skills
TutoSartup excerpt from this article:
Across 200+ topics and 12 role-based and industry learning plans, SimuLearn helps learners develop the communication, decision-making, and technical skills needed to translate business problems into technical solutions... Today we’re excited to announce AWS SimuLearn learning plan badges, a new way for learners to showcase the hands-on cloud skills they’ve built... When a learner completes a...
Across 200+ topics and 12 role-based and industry learning plans, SimuLearn helps learners develop the communication, decision-making, and technical skills needed to translate business problems into technical solutions... Today we’re excited to announce AWS SimuLearn learning plan badges, a new way for learners to showcase the hands-on cloud skills they’ve built... When a learner completes a...
Run MiniMax models on Amazon Bedrock
TutoSartup excerpt from this article:
Organizations are increasingly adopting open-weight foundation models (FMs) to power production AI workloads, from agentic coding assistants to long-context document analysis... As these workloads move from experimentation to enterprise deployment, two requirements shape every model selection decision: the model must deliver the capabilities the workload demands, and the inference environment must...
Organizations are increasingly adopting open-weight foundation models (FMs) to power production AI workloads, from agentic coding assistants to long-context document analysis... As these workloads move from experimentation to enterprise deployment, two requirements shape every model selection decision: the model must deliver the capabilities the workload demands, and the inference environment must...
Deploying Multi-Turn RL Infrastructure for Amazon Nova on Amazon SageMaker HyperPod
TutoSartup excerpt from this article:
When you build enterprise agents that execute multi-step workflows, you face a fundamental training challenge... Supervised fine-tuning (SFT), retrieval-augmented generation (RAG), and continued pre-training are complementary techniques, but they typically do not teach these sequential decision-making capabilities on their own... Amazon SageMaker AI also offers multi-turn RL as a fully managed, s...
When you build enterprise agents that execute multi-step workflows, you face a fundamental training challenge... Supervised fine-tuning (SFT), retrieval-augmented generation (RAG), and continued pre-training are complementary techniques, but they typically do not teach these sequential decision-making capabilities on their own... Amazon SageMaker AI also offers multi-turn RL as a fully managed, s...
Automatically redact PII in images with Amazon Nova
TutoSartup excerpt from this article:
PII redaction in real-world image datasets is particularly challenging... Unlike structured text, PII in images can appear in unexpected places and forms: a partial face captured at the edge of a frame, a face reflected on the polished surface of a car, a partially visible street sign that, combined with other visual cues, becomes identifiable, or a document lying on a desk in a wide-angle photo...
PII redaction in real-world image datasets is particularly challenging... Unlike structured text, PII in images can appear in unexpected places and forms: a partial face captured at the edge of a frame, a face reflected on the polished surface of a car, a partially visible street sign that, combined with other visual cues, becomes identifiable, or a document lying on a desk in a wide-angle photo...
Enforce least-privilege authorization in multi-agent AI chains using Cedar
TutoSartup excerpt from this article:
authentication_method The adapter then computes an HMAC-SHA256 signature over the user context (user_id, role, mfa_verified, authentication_method, and session_id in canonical order) using a key from AWS Secrets Manager... The following commands deploy the stacks in dependency order: cdk deploy KmsStack -c account_id=YOUR_ACCOUNT_ID -c guardrail_id=YOUR_GUARDRAIL_ID c...
authentication_method The adapter then computes an HMAC-SHA256 signature over the user context (user_id, role, mfa_verified, authentication_method, and session_id in canonical order) using a key from AWS Secrets Manager... The following commands deploy the stacks in dependency order: cdk deploy KmsStack -c account_id=YOUR_ACCOUNT_ID -c guardrail_id=YOUR_GUARDRAIL_ID c...