ai/ml - Robotic Content

Running AI and ML workloads with the Cloud HPC Toolkit

by AI Generated Robotic ContentFAANG November 11, 2023Comments are Disabled

The convergence of high performance computing (HPC) systems and AI and machine learning workloads is transforming the way we solve complex problems. HPC systems are well-suited for AI and machine learning workloads because they offer the AI-enabled computing infrastructure and parallel processing capabilities needed to train ML workloads like large language models (LLMs) — AI …

Responsible AI at Google Research: Context in AI Research (CAIR)

by AI Generated Robotic ContentFAANG November 10, 2023Comments are Disabled

Posted by Katherine Heller, Research Scientist, Google Research, on behalf of the CAIR Team Artificial intelligence (AI) and related machine learning (ML) technologies are increasingly influential in the world around us, making it imperative that we consider the potential impacts on society and individuals in all aspects of the technology that we create. To these …

OpenAI Data Partnerships

by AI Generated Robotic ContentFAANG November 10, 2023Comments are Disabled

Working together to create open-source and private datasets for AI training.

Five scalability pitfalls to avoid with your Kafka application

by AI Generated Robotic ContentFAANG November 10, 2023Comments are Disabled

Apache Kafka is a high-performance, highly scalable event streaming platform. To unlock Kafka’s full potential, you need to carefully consider the design of your application. It’s all too easy to write Kafka applications that perform poorly or eventually hit a scalability brick wall. Since 2015, IBM has provided the IBM Event Streams service, which is …

Responsible AI at Google Research: Context in AI Research (CAIR)

by AI Generated Robotic ContentFAANG November 10, 2023Comments are Disabled

Promote pipelines in a multi-environment setup using Amazon SageMaker Model Registry, HashiCorp Terraform, GitHub, and Jenkins CI/CD

by AI Generated Robotic ContentFAANG November 10, 2023Comments are Disabled

Building out a machine learning operations (MLOps) platform in the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML) for organizations is essential for seamlessly bridging the gap between data science experimentation and deployment while meeting the requirements around model performance, security, and compliance. In order to fulfill regulatory and compliance requirements, the …

3 new ways Duet AI can help you get things done fast in the Google Cloud console

by AI Generated Robotic ContentFAANG November 10, 2023Comments are Disabled

Editorial note: Whether you’re new to Google Cloud or an experienced user, read on to learn how Duet AI can help you learn about products and services, generate code and commands, and understand your environment. In fast-moving organizations, engineers often work on large projects that utilize hundreds of cloud products and services, spanning multiple teams …

SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets

by AI Generated Robotic ContentFAANG November 9, 2023Comments are Disabled

*= Equal Contributors We propose a Self-supervised Anomaly Detection technique, called SeMAnD, to detect geometric anomalies in Multimodal geospatial datasets. Geospatial data comprises acquired and derived heterogeneous data modalities that we transform to semantically meaningful, image-like tensors to address the challenges of representation, alignment, and fusion of multimodal data. SeMAnD is comprised of (i) a …

The Next Step in Personalization: Dynamic Sizzles

by AI Generated Robotic ContentFAANG November 9, 2023Comments are Disabled

Authors:Bruce Wobbe, Leticia Kwok Additional Credits:Sanford Holsapple, Eugene Lok, Jeremy Kelly Introduction At Netflix, we strive to give our members an excellent personalized experience, helping them make the most successful and satisfying selections from our thousands of titles. We already personalize artwork and trailers, but we hadn’t yet personalized sizzle reels — until now. A sizzle reel is a montage …

Building on a year of focus to help IBM Power clients grow with hybrid cloud and AI

by AI Generated Robotic ContentFAANG November 9, 2023Comments are Disabled

At the beginning of the year, we laid out a new strategy for IBM Power under the leadership of Ken King, who will be retiring by the end of 2023 after forty years with IBM. It is with immense gratitude that I thank Ken for his leadership not only across IBM Power, but for his …