Machine learning (ML) engineers have traditionally focused on striking a balance between model training and deployment cost vs. performance. Increasingly, sustainability (energy efficiency) is becoming an additional objective for customers. This is important because training ML models and then using …
The Information Commissioner’s Office (ICO) is urging businesses to prioritise privacy considerations when adopting generative AI technology.
According to new research, generative AI has the potential to become a £1 trillion market within the next ten years, offering significant benefits …
In the ever-evolving landscape of cybersecurity, staying one step ahead of malicious actors is a constant challenge. For the past two decades, the problem of application security has persisted, with traditional methods often falling short in detecting and mitigating emerging …
This post is co-written with Jad Chamoun, Director of Engineering at Forethought Technologies, Inc. and Salina Wu, Senior ML Engineer at Forethought Technologies, Inc.
Forethought is a leading generative AI suite for customer service. At the core of its suite is …
Implementing a modern data architecture provides a scalable method to integrate data from disparate sources. By organizing data by business domains instead of infrastructure, each domain can choose tools that suit their needs. Organizations can maximize the value of their …
GPT-J is an open-source 6-billion-parameter model released by Eleuther AI. The model is trained on the Pile and can perform various tasks in language processing. It can support a wide variety of use cases, including text classification, token classification, text …
Meta CEO Mark Zuckerberg unveiled the extent of the company’s AI investments during an internal company meeting.
The meeting included discussions about new products, such as chatbots for Messenger and WhatsApp that can converse with different personas. Additionally, Meta announced …
Customers expect quick and efficient service from businesses in today’s fast-paced world. But providing excellent customer service can be significantly challenging when the volume of inquiries outpaces the human resources employed to address them. However, businesses can meet this challenge …
In 2021, OpenAI introduced DALL-E, a deep learning model that can generate realistic images from text prompts. This was the first widely recognized and commercial Generative AI tool. Since then, 100s of tools related to Generative AI in media …
In the ever-evolving landscape of technology, Google Cloud is making a significant stride into the realm of generative AI. This move is not just a technological advancement; it's a strategic maneuver designed to further position Google as a leader in …
The emergence of AutoGPT – a groundbreaking open-source application developed using the state-of-the-art GPT-3.5 & GPT-4 large language models (LLMs), has generated significant excitement within the Artificial Intelligence (AI) community.
AutoGPT is an advanced autonomous AI agent developed by Toran …
This post is co-written with Philipp Schmid from Hugging Face.
We have all heard about the progress being made in the field of large language models (LLMs) and the ever-growing number of problem sets where LLMs are providing valuable insights. …
Getting AWS Certified can help you propel your career, whether you’re looking to find a new role, showcase your skills to take on a new project, or become your team’s go-to expert. And because AWS Certification exams are created by …
Getting AWS Certified can help you propel your career, whether you’re looking to find a new role, showcase your skills to take on a new project, or become your team’s go-to expert. And because AWS Certification exams are created by …
Amazon SageMaker Ground Truth Plus helps you prepare high-quality training datasets by removing the undifferentiated heavy lifting associated with building data labeling applications and managing the labeling workforce. All you do is share data along with labeling requirements, and Ground …
The power of AI-driven data analytics became evident in the 2012 and 2016 US election campaigns. In 2012, Obama's team used AI and big data to innovate voter targeting. In 2016, Trump's team used it to identify specific voter …
One of the most common applications of generative AI and large language models (LLMs) in an enterprise environment is answering questions based on the enterprise’s knowledge corpus. Amazon Lex provides the framework for building AI based chatbots. Pre-trained foundation models …
Intelligent document processing (IDP) is a technology that automates the processing of high volumes of unstructured data, including text, images, and videos. IDP offers a significant improvement over manual methods and legacy optical character recognition (OCR) systems by addressing challenges …
The seeds of a machine learning (ML) paradigm shift have existed for decades, but with the ready availability of virtually infinite compute capacity, a massive proliferation of data, and the rapid advancement of ML technologies, customers across industries are rapidly …
Vision loss comes in various forms. For some, it’s from birth, for others, it’s a slow descent over time which comes with many expiration dates: The day you can’t see pictures, recognize yourself, or loved ones faces or even read …