Symphony: Composing Interactive Interfaces for Machine Learning

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Interfaces for machine learning (ML), information and visualizations about models or data, can help practitioners build robust and responsible ML systems. Despite their benefits, recent studies of ML teams and our interviews with practitioners (n=9) showed that ML interfaces have limited adoption in practice. While existing ML interfaces are effective for specific tasks, they are …

Read more “Symphony: Composing Interactive Interfaces for Machine Learning”

12ABa yX HKUjrAcsf1rxHJeQ

Protecting Data with Privacy First Principles

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Data Lifecycles: Protecting Data with Privacy First Principles From the Ukraine war and COVID-19 pandemic to preventing wildfires in California and facilitating cancer research — Palantir’s impact in supporting mission critical problems is widely known. What may be less apparent is the effort it takes for our products to even be in the room when it comes …

Read more “Protecting Data with Privacy First Principles”

Moving IBM Db2 on Cloud instances to MZRs

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Moving forward, all IBM DB2 on Cloud instances in Toronto and Sao Paulo must be moved to the multi-zone regions (MZRs). Multi-zone regions are a modernized approach to resource deployment that provide better resiliency, availability and consistent cloud services across different zones. They also provide higher interconnect speed between data centers for your resources. Future …

Read more “Moving IBM Db2 on Cloud instances to MZRs”

ML 13537 arch diag

SambaSafety automates custom R workload, improving driver safety with Amazon SageMaker and AWS Step Functions

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

At SambaSafety, their mission is to promote safer communities by reducing risk through data insights. Since 1998, SambaSafety has been the leading North American provider of cloud–based mobility risk management software for organizations with commercial and non–commercial drivers. SambaSafety serves more than 15,000 global employers and insurance carriers with driver risk and compliance monitoring, online …

Read more “SambaSafety automates custom R workload, improving driver safety with Amazon SageMaker and AWS Step Functions”

Hybrid AI-powered computer vision combines physics and big data

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

Researchers have laid out a new approach to enhance artificial intelligence-powered computer vision technologies by adding physics-based awareness to data-driven techniques. The study offered an overview of a hybrid methodology designed to improve how AI-based machinery sense, interact and respond to its environment in real time — as in how autonomous vehicles move and maneuver, …

Read more “Hybrid AI-powered computer vision combines physics and big data”

Mastering Summarization with ChatGPT

by AI Generated Robotic ContentAI/ML ResearchPosted on Comments are Disabled

Last Updated on June 16, 2023 In this era of information overload, summarizing plays a crucial role in extracting meaningful information from large amounts of data. It is not only time-saving but also facilitates quick decision-making. However, manual summarization techniques of hiring human experts to read, analyze and summarize the data have become obsolete due …

Read more “Mastering Summarization with ChatGPT”