How Harmonic Security improved their data-leakage detection system with low-latency fine-tuned models using Amazon SageMaker, Amazon Bedrock, and Amazon Nova Pro
TutoSartup excerpt from this article:
To achieve sub-500 millisecond latency while maintaining accuracy, we developed two classification approaches using a fine-tuned ModernBERT model... First, a binary classification model was prioritized to detect Mergers & Acquisitions (M&A) content, a critical category for helping prevent sensitive data leaks... We initially focused on binary classification because it was the simplest ap...
To achieve sub-500 millisecond latency while maintaining accuracy, we developed two classification approaches using a fine-tuned ModernBERT model... First, a binary classification model was prioritized to detect Mergers & Acquisitions (M&A) content, a critical category for helping prevent sensitive data leaks... We initially focused on binary classification because it was the simplest ap...
How Swisscom builds enterprise agentic AI for customer support and sales using Amazon Bedrock AgentCore
TutoSartup excerpt from this article:
In this post, we’ll show how Swisscom implemented Amazon Bedrock AgentCore to build and scale their enterprise AI agents for customer support and sales operations... Solution overview: Swisscom’s agentic AI enabler framework The challenge of enterprise-wide scaling of AI agents lies in managing siloed agentic solutions while facilitating cross-departmental coordination... Swisscom addresse...
In this post, we’ll show how Swisscom implemented Amazon Bedrock AgentCore to build and scale their enterprise AI agents for customer support and sales operations... Solution overview: Swisscom’s agentic AI enabler framework The challenge of enterprise-wide scaling of AI agents lies in managing siloed agentic solutions while facilitating cross-departmental coordination... Swisscom addresse...
Introducing GPT-5.2 in Microsoft Foundry: The new standard for enterprise AI
TutoSartup excerpt from this article:
They require a reliable, reasoning partner capable of solving the most ambiguous, high-stakes problems, including planning multi-agent workflows and delivering auditable code...2 series introduces deeper logical chains, richer context handling, and agentic execution that prompts shippable artifacts...2 is optimized for these agent scenarios within Foundry’s enterprise-grade platform, offering c...
They require a reliable, reasoning partner capable of solving the most ambiguous, high-stakes problems, including planning multi-agent workflows and delivering auditable code...2 series introduces deeper logical chains, richer context handling, and agentic execution that prompts shippable artifacts...2 is optimized for these agent scenarios within Foundry’s enterprise-grade platform, offering c...
Scaling MLflow for enterprise AI: What’s New in SageMaker AI with MLflow
TutoSartup excerpt from this article:
Today we’re announcing Amazon SageMaker AI with MLflow, now including a serverless capability that dynamically manages infrastructure provisioning, scaling, and operations for artificial intelligence and machine learning (AI/ML) development tasks... With no administrator configuration needed and at no additional cost, data scientists can immediately begin tracking experiments, implementing obser...
Today we’re announcing Amazon SageMaker AI with MLflow, now including a serverless capability that dynamically manages infrastructure provisioning, scaling, and operations for artificial intelligence and machine learning (AI/ML) development tasks... With no administrator configuration needed and at no additional cost, data scientists can immediately begin tracking experiments, implementing obser...
Architecting conversational observability for cloud applications
TutoSartup excerpt from this article:
Kubernetes, for example, offers strong orchestration capabilities, yet troubleshooting inside a cluster often means navigating multiple layers of abstractions such as pods, nodes, networking, logs, and events... This architecture gives engineering teams flexibility and scalability, but its inherently distributed nature also makes troubleshooting more difficult... With Kubernetes, for example, wit...
Kubernetes, for example, offers strong orchestration capabilities, yet troubleshooting inside a cluster often means navigating multiple layers of abstractions such as pods, nodes, networking, logs, and events... This architecture gives engineering teams flexibility and scalability, but its inherently distributed nature also makes troubleshooting more difficult... With Kubernetes, for example, wit...
Fed’s “Hawkish” Rate Cut Raises New Questions For Policy Outlook
TutoSartup excerpt from this article:
The Federal Reserve cut interest rates by a ¼-point yesterday, as expected...Reviewing the Fed’s newly updated dot plot – a summary of members’ expectations for interest rates – points to one rate cut for 2026, unchanged from the previous update in September... An added source of uncertainty: the outlook for rates next year is relatively wide ranging among the 19 FOMC members... For e...
The Federal Reserve cut interest rates by a ¼-point yesterday, as expected...Reviewing the Fed’s newly updated dot plot – a summary of members’ expectations for interest rates – points to one rate cut for 2026, unchanged from the previous update in September... An added source of uncertainty: the outlook for rates next year is relatively wide ranging among the 19 FOMC members... For e...
Macro Briefing: 11 December 2025
TutoSartup excerpt from this article:
The US economy may be slowing, but recession risk remains low, according to analysis by TMC Research, a unit of The Milwaukee Company, a wealth manager...The Federal Reserve cut its target rate by 1/4 point to a 3...The Federal Reserve expects just one interest rate cut in 2026, according to the central bank’s revised outlook... New Federal Reserve economic projections reflect modestly highe...
The US economy may be slowing, but recession risk remains low, according to analysis by TMC Research, a unit of The Milwaukee Company, a wealth manager...The Federal Reserve cut its target rate by 1/4 point to a 3...The Federal Reserve expects just one interest rate cut in 2026, according to the central bank’s revised outlook... New Federal Reserve economic projections reflect modestly highe...