Author: R Jemaiel

How Indeed builds and deploys fine-tuned LLMs on Amazon SageMaker

TutoSartup excerpt from this article:
This post is cowritten with Ethan Handel and Zhiyuan He from Indeed... Indeed is the world’s #1 job site¹ and a leading global job matching and hiring marketplace... At Indeed, we serve over 350 million global Unique Visitors  monthly² across more than 60 countries, powering millions of connections to new job opportunities every day... On the Core AI team at Indeed, we embody this legacy of...

Improve LLM application robustness with Amazon Bedrock Guardrails and Amazon Bedrock Agents

TutoSartup excerpt from this article:
These agentic workflows decompose the natural language query-based tasks into multiple actionable steps with iterative feedback loops and self-reflection to produce the final result using tools and APIs... These agents work with AWS managed infrastructure capabilities and Amazon Bedrock, reducing infrastructure management overhead... To implement this, we build an agentic workflow using Amazon Be...

How CyberArk is streamlining serverless governance by codifying architectural blueprints

TutoSartup excerpt from this article:
Organizations embracing serverless architectures build robust, distributed cloud applications... In this post, you will discover how CyberArk, a leading identity security company, efficiently implements serverless architecture governance, reduces duplicative efforts, and saves months of development time by codifying architectural blueprints... Introducing serverless blueprints CyberArk enginee...

10-Year US Treasury Yield ‘Fair Value’ Estimate: 11 October 2024

TutoSartup excerpt from this article:
The market premium for the US 10-year yield over a “fair value” estimate calculated by CapitalSpectator... The smaller spread extends a downside trend in recent months following a period of an extremely high market premium vs...The current market yield premium slipped to 32 basis points last month...Although the surge in the market’s yield premium was unusually high in 2023, it wasn’t ...

Macro Briefing: 11 October 2024

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US jobless claims rose sharply last week, rising to 258,000–the highest in over a year...US consumer inflation’s one-year trend slowed again in September, but the core rate rose... The mixed data suggests that disinflation may slow or pause in the months ahead... Citing the softer housing component in the inflation report, which slowed to its lowest annual rate since February 2022, he advises...

SK Telecom improves telco-specific Q&A by fine-tuning Anthropic’s Claude models in Amazon Bedrock

TutoSartup excerpt from this article:
In line with its AI Pyramid Strategy, which aims to unlock AI’s potential for anyone, anywhere, anytime, SKT has collaborated with the AWS Generative AI Innovation Center (GenAIIC) Custom Model Program to explore domain-trained models using Amazon Bedrock for telco-specific use cases... To address this, SKT and AWS GenAIIC aimed to use model customization to improve Anthropic Claude models on A...

Convert AWS console actions to reusable code with AWS Console-to-Code, now generally available

TutoSartup excerpt from this article:
You can use AWS Console-to-Code to record your actions and workflows in the console, such as launching an Amazon Elastic Compute Cloud (Amazon EC2) instance, and review the AWS Command Line Interface (AWS CLI) commands for your console actions... With just a few clicks, Amazon Q can generate code for you using the infrastructure-as-code (IaC) format of your choice, including AWS CloudFormation te...