The importance of data ingestion and integration for enterprise AI

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

The emergence of generative AI prompted several prominent companies to restrict its use because of the mishandling of sensitive internal data. According to CNN, some companies imposed internal bans on generative AI tools while they seek to better understand the technology and many have also blocked the use of internal ChatGPT. Companies still often accept …

Read more “The importance of data ingestion and integration for enterprise AI”

ML 16072 HF TGI Streaming

Inference Llama 2 models with real-time response streaming using Amazon SageMaker

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

With the rapid adoption of generative AI applications, there is a need for these applications to respond in time to reduce the perceived latency with higher throughput. Foundation models (FMs) are often pre-trained on vast corpora of data with parameters ranging in scale of millions to billions and beyond. Large language models (LLMs) are a …

Read more “Inference Llama 2 models with real-time response streaming using Amazon SageMaker”

1 GCP IAP.max 1000x1000 1

Getting started with AI notebooks and Jupyterhub on GKE

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

The recent growth in distributed, compute-intensive ML applications has prompted data scientists and ML practitioners to find easy ways to prototype and develop their ML models. Running your Jupyter notebooks and JupyterHub on Google Kubernetes Engine (GKE) can provide a way to run your solution with security and scalability built-in as core elements of the …

Read more “Getting started with AI notebooks and Jupyterhub on GKE”

hero 1

Responsible AI at Google Research: User Experience Team

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Posted by Ayça Çakmakli, UX Lead, Google Research, Responsible AI and Human Centered Technology Team Google’s Responsible AI User Experience (Responsible AI UX) team is a product-minded team embedded within Google Research. This unique positioning requires us to apply responsible AI development practices to our user-centered user experience (UX) design process. In this post, we …

Read more “Responsible AI at Google Research: User Experience Team”

How to create a robust digital transformation strategy

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Organizations are increasingly investing in digital transformation as a way to maintain or grow a competitive advantage. Organizations implementing successful business transformations are more likely to grow their existing businesses, eliminate silos, create revenue growth and business models and reinvent how they handle their operations. A tried-and-true way to approach digital transformation is to understand …

Read more “How to create a robust digital transformation strategy”

hero

Responsible AI at Google Research: User Experience Team

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Posted by Ayça Çakmakli, UX Lead, Google Research, Responsible AI and Human Centered Technology Team Google’s Responsible AI User Experience (Responsible AI UX) team is a product-minded team embedded within Google Research. This unique positioning requires us to apply responsible AI development practices to our user-centered user experience (UX) design process. In this post, we …

Read more “Responsible AI at Google Research: User Experience Team”

texrtract at scale.drawio 150 1024x657 1

Create a document lake using large-scale text extraction from documents with Amazon Textract

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

AWS customers in healthcare, financial services, the public sector, and other industries store billions of documents as images or PDFs in Amazon Simple Storage Service (Amazon S3). However, they’re unable to gain insights such as using the information locked in the documents for large language models (LLMs) or search until they extract the text, forms, …

Read more “Create a document lake using large-scale text extraction from documents with Amazon Textract”

A brief history of cryptography: Sending secret messages throughout time

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Derived from the Greek words for “hidden writing,” cryptography is the science of obscuring transmitted information so that only the intended recipient can interpret it. Since the days of antiquity, the practice of sending secret messages has been common across almost all major civilizations. In modern times, cryptography has become a critical lynchpin of cybersecurity. …

Read more “A brief history of cryptography: Sending secret messages throughout time”