Deepgram deepens Amazon SageMaker AI observability with Enhanced Metrics
TutoSartup excerpt from this article:
If you run Deepgram’s speech-to-text (STT) and text-to-speech (TTS) models on SageMaker AI, audio and transcripts stay inside your own AWS account... Deepgram is closing the gap on billing, feature usage, and engine behavior with the following two innovations, available today on Deepgram SageMaker AI deployments... Deepgram Enhanced Metrics: Usage and billing metrics that the Deepgram con...
If you run Deepgram’s speech-to-text (STT) and text-to-speech (TTS) models on SageMaker AI, audio and transcripts stay inside your own AWS account... Deepgram is closing the gap on billing, feature usage, and engine behavior with the following two innovations, available today on Deepgram SageMaker AI deployments... Deepgram Enhanced Metrics: Usage and billing metrics that the Deepgram con...
Reduce ASR inference costs by 75% with NVIDIA MPS on Amazon EC2
TutoSartup excerpt from this article:
Diarization instances use 12 percent SM with eight concurrent processes (approximately 1... Partitions the GPU into concurrent execution contexts (four instances at 25 percent SM for transcription, or eight at 12 percent SM for diarization)...flock), with each instance loading, moving to GPU, freezing weights, and performing CUDA graph warmup before releasing the lock... Streaming diarization T...
Diarization instances use 12 percent SM with eight concurrent processes (approximately 1... Partitions the GPU into concurrent execution contexts (four instances at 25 percent SM for transcription, or eight at 12 percent SM for diarization)...flock), with each instance loading, moving to GPU, freezing weights, and performing CUDA graph warmup before releasing the lock... Streaming diarization T...
Disinflation Stalls and the Fed’s Margin for Error Just Got Thinner
TutoSartup excerpt from this article:
The July inflation report wasn’t surprising, but it was revealing...The Personal Consumption Expenditures Price Index (PCE), reportedly the Federal Reserve’s preferred inflation yardstick, was steady last month, rising at a 3... PCE inflation continues to print at the pace that has prevailed recently... The PCE results may be calm relative to recent months, but the report suggests that c...
The July inflation report wasn’t surprising, but it was revealing...The Personal Consumption Expenditures Price Index (PCE), reportedly the Federal Reserve’s preferred inflation yardstick, was steady last month, rising at a 3... PCE inflation continues to print at the pace that has prevailed recently... The PCE results may be calm relative to recent months, but the report suggests that c...
ICYMI: July 2026 @AWS Security
TutoSartup excerpt from this article:
AWS Security Blog post This month’s AWS Security Blog posts covered AI agent security, supply chain protection, network firewall automation, DDoS mitigation, and compliance readiness... Balancing speed and safety: A control framework for AI coding agents Authors: Daniel Begimher, Danny Cortegaca | Published: July 30, 2026 Learn to implement an application security control ...
AWS Security Blog post This month’s AWS Security Blog posts covered AI agent security, supply chain protection, network firewall automation, DDoS mitigation, and compliance readiness... Balancing speed and safety: A control framework for AI coding agents Authors: Daniel Begimher, Danny Cortegaca | Published: July 30, 2026 Learn to implement an application security control ...
Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations
TutoSartup excerpt from this article:
AI teams building production agents face a frustrating asymmetry: the diversity of agent frameworks keeps growing, but evaluation tooling has not kept pace... Most evaluation systems assume you built your agent in a specific way: a specific SDK, a specific large language model (LLM) client, a specific tracing pattern... They use Google ADK for multi-agent coordination, or the Claude Agent SDK for ...
AI teams building production agents face a frustrating asymmetry: the diversity of agent frameworks keeps growing, but evaluation tooling has not kept pace... Most evaluation systems assume you built your agent in a specific way: a specific SDK, a specific large language model (LLM) client, a specific tracing pattern... They use Google ADK for multi-agent coordination, or the Claude Agent SDK for ...
Best practices for Instant Play Demos powered by Amazon GameLift Streams
TutoSartup excerpt from this article:
Studios can use them to present a time-bound slice of gameplay to potential players without requiring downloads or installs by using cloud game streaming... After gameplay ends, the player purchases the game from the studio’s chosen storefront... Amazon GameLift Streams then delivers the stream to a partner distribution channel, which directs players to a storefront to complete their purchase...
Studios can use them to present a time-bound slice of gameplay to potential players without requiring downloads or installs by using cloud game streaming... After gameplay ends, the player purchases the game from the studio’s chosen storefront... Amazon GameLift Streams then delivers the stream to a partner distribution channel, which directs players to a storefront to complete their purchase...
Detecting multi-stage attacks on AWS: A guide to cross-service signal correlation
TutoSartup excerpt from this article:
Pattern one: Sensitive data access by an unexpected principal Your data classification and access norms drive this detection... CloudTrail shows GetObject at volume on a bucket you’ve classified as sensitive... The classification you applied is what turns silence into a signal... Without those conditions, another account with access to the scheduler service could theoretically call this ...
Pattern one: Sensitive data access by an unexpected principal Your data classification and access norms drive this detection... CloudTrail shows GetObject at volume on a bucket you’ve classified as sensitive... The classification you applied is what turns silence into a signal... Without those conditions, another account with access to the scheduler service could theoretically call this ...