ML 13657 input tiles

Build a personalized avatar with generative AI using Amazon SageMaker

Generative AI has become a common tool for enhancing and accelerating the creative process across various industries, including entertainment, advertising, and graphic design. It enables more personalized experiences for audiences and improves the overall quality of the final products. One significant benefit of generative AI is creating unique and personalized experiences for users. For example, …

Advanced endpoint protection vs. risk-based application patching vs. laptop management: Similarities and differences

Gone are the days when antivirus software and a firewall were almost enough to protect an organization from cyberattacks. Trojans, worms and malware are no longer the only cyberthreats keeping IT and security professionals awake at night. According to the IBM Security X-Force Threat Intelligence Index 2023, for the second year in a row, phishing …

ML 13920 SM JS AI21

Exploring summarization options for Healthcare with Amazon SageMaker

In today’s rapidly evolving healthcare landscape, doctors are faced with vast amounts of clinical data from various sources, such as caregiver notes, electronic health records, and imaging reports. This wealth of information, while essential for patient care, can also be overwhelming and time-consuming for medical professionals to sift through and analyze. Efficiently summarizing and extracting …

Banking on mainframe-led digital transformation for financial services

We already covered how mainframe modernization isn’t just for the financial industry, so why not address the elephant in the room? The world’s biggest modernization challenges are concentrated in the banking industry.           Before the internet and cloud computing, and before smartphones and mobile apps, banks were shuttling payments through massive electronic settlement gateways and operating …

ML 13966 image 1 1024x517 1

Build protein folding workflows to accelerate drug discovery on Amazon SageMaker

Drug development is a complex and long process that involves screening thousands of drug candidates and using computational or experimental methods to evaluate leads. According to McKinsey, a single drug can take 10 years and cost an average of $2.6 billion to go through disease target identification, drug screening, drug-target validation, and eventual commercial launch. …

RT-2: New model translates vision and language into action

Introducing Robotic Transformer 2 (RT-2), a novel vision-language-action (VLA) model that learns from both web and robotics data, and translates this knowledge into generalised instructions for robotic control, while retaining web-scale capabilities. This work builds upon Robotic Transformer 1 (RT-1), a model trained on multi-task demonstrations which can learn combinations of tasks and objects seen …

What is the vulnerability management lifecycle?

Every month, the National Institute of Standards and Technology (NIST) adds over 2,000 new security vulnerabilities to the National Vulnerability Database. Security teams don’t need to track all of these vulnerabilities, but they do need a way to identify and resolve the ones that pose a potential threat to their systems. That’s what the vulnerability …

1 rU3I3Sj.max 1000x1000 1

Build intelligent applications with Neo4j Knowledge Graphs and Google Cloud generative AI

In this blog post, we’re going to show you how to use two technologies together: The generative AI functionality in Google Cloud Vertex AI, an ML development platform, and Neo4j, a graph database. Together these technologies can be used to build and interact with knowledge graphs. The code underlying this blog post is available here. …