AWS Machine Learning

APRIL 18, 2024

Amazon Bedrock empowers teams to generate Terraform and CloudFormation scripts that are custom fitted to organizational needs while seamlessly integrating compliance and security best practices. Traditionally, cloud engineers learning IaC would manually sift through documentation and best practices to write compliant IaC scripts.

Scripts 100

Scripts Best practices Engineering Accountability 100

AWS Machine Learning

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Best practices 125

Best practices Government Engineering Accountability 125

AWS Machine Learning

SEPTEMBER 22, 2023

Reinforcement Learning from Human Feedback (RLHF) is recognized as the industry standard technique for ensuring large language models (LLMs) produce content that is truthful, harmless, and helpful. Gone are the days when you need unnatural prompt engineering to get base models, such as GPT-3, to solve your tasks. yaml ppo_hh.py

Engineering 100

Engineering Feedback industry standards Benchmark 100

Call Journey

OCTOBER 20, 2018

Until recently, the industry standard for reviewing calls coming through a contact center oscillated below 2%. The main one is the automation of important, but costly and ineffective processes, such as Quality Assurance, agent monitoring or script adherence. Agent Script Adherence. Temkin quote. Trending keywords.

Scripts 45

Scripts Customer emotions Engineering industry standards 45

Callminer

AUGUST 1, 2017

Bill Dettering is the CEO and Founder of Zingtree , a SaaS solution for building interactive decision trees and agent scripts for contact centers (and many other industries). Interactive agent scripts from Zingtree solve this problem. Agents can also send feedback directly to script authors to further improve processes.

Contact Center 334

Contact Center Call Center Average Handle Time Real estate 334

AWS Machine Learning

APRIL 23, 2024

As you build applications on AWS, aligning RAG applications with the AWS Well-Architected Framework provides a solid foundation for building enterprise-grade solutions that drive business value while adhering to industry standards. It calls the CreateDataSource and DeleteDataSource APIs. Nitin Eusebius is a Sr.

APIs 107

APIs Enterprise Scripts Accountability 107

AWS Machine Learning

MARCH 14, 2024

We provide an overview of key generative AI approaches, including prompt engineering, Retrieval Augmented Generation (RAG), and model customization. Building large language models (LLMs) from scratch or customizing pre-trained models requires substantial compute resources, expert data scientists, and months of engineering work.

Best practices 108

Best practices Engineering Chatbots Enterprise 108