Accelerate release lifecycle with pathway to deploy: Part 2

As enterprises embrace cloud native and everything as code, the journey from code to production has become a critical aspect of delivering value to customers. This process, often referred to as the “pathway to deploy,” encompasses a series of intricate steps and decisions that can significantly impact an organization’s ability to deliver software efficiently, reliably …

videopoetpreview

VideoPoet: A large language model for zero-shot video generation

Posted by Dan Kondratyuk and David Ross, Software Engineers, Google Research A recent wave of video generation models has burst onto the scene, in many cases showcasing stunning picturesque quality. One of the current bottlenecks in video generation is in the ability to produce coherent large motions. In many cases, even the current leading models …

ML 4740 Figure1

Driving advanced analytics outcomes at scale using Amazon SageMaker powered PwC’s Machine Learning Ops Accelerator

This post was written in collaboration with Ankur Goyal and Karthikeyan Chokappa from PwC Australia’s Cloud & Digital business. Artificial intelligence (AI) and machine learning (ML) are becoming an integral part of systems and processes, enabling decisions in real time, thereby driving top and bottom-line improvements across organizations. However, putting an ML model into production …

DataComp: In Search of the Next Generation of Multimodal Datasets

*=Equal Contributors Multimodal datasets are a critical component in recent breakthroughs such as Stable Diffusion and GPT-4, yet their design does not receive the same research attention as model architectures or training algorithms. To address this shortcoming in the ML ecosystem, we introduce DataComp, a testbed for dataset experiments centered around a new candidate pool …

Why you shouldn’t use Global Anycast DNS in China

Anycast is a standard, table-stakes feature of every authoritative DNS service. It makes sense: inbound queries should always be routed to the best available servers—usually the ones that are geographically closest. Yet, there is one glaring exception: China. The internet in mainland China is walled off from the rest of the world. Any DNS query that …

iso 42001 foundations

ISO 42001: A new foundational global standard to advance responsible AI

Artificial intelligence (AI) is one of the most transformational technologies of our generation and provides opportunities to be a force for good and drive economic growth. The growth of large language models (LLMs), with hundreds of billions of parameters, has unlocked new generative AI use cases to improve customer experiences, boost employee productivity, and so …

1 Nuclera.max 1000x1000 1

Nuclera aims to accelerate drug discovery with Google DeepMind AlphaFold2 on Vertex AI

Nuclera, a UK and US-based biotechnology company, is collaborating with Google Cloud to serve the life science community, marrying Nuclera’s rapid protein access benchtop system with Google DeepMind’s pioneering protein structure prediction tool, AlphaFold2 (ref 1) served on Google Cloud’s Vertex AI machine learning platform. With proteins representing 95% of drug targets, the demand to …

Screenshot25202023 12 152520at25202.33.10E280AFPM 1

Advancements in machine learning for machine learning

Posted by Phitchaya Mangpo Phothilimthana, Staff Research Scientist, Google DeepMind, and Bryan Perozzi, Senior Staff Research Scientist, Google Research With the recent and accelerated advances in machine learning (ML), machines can understand natural language, engage in conversations, draw images, create videos and more. Modern ML models are programmed and trained using ML programming frameworks, such …

12AFKhdHf 6Mc8bwXEia7Qkvg

Transfer Learning

Transfer Learning: Object Detection in Satellite Imagery Object detection in satellite imagery is a critical component of many complex commercial and government workflows. At Palantir, we’ve worked with customers across a wide variety of use cases to improve the ability of their models to detect relevant context more accurately. On the commercial front, these models …

Customer service trends winning organizations need to follow

Paying attention to the latest customer service trends ensures that an organization is prepared to meet changing customer expectations. Customer loyalty is waning, spurred on by the COVID-19 pandemic, social influences and the ease of switching brands. More than ever, organizations must stay on top of changes in the customer service experience to improve customer …