ai/ml - Robotic Content

Exploring Empty Spaces: Human-in-the-Loop Data Augmentation

by AI Generated Robotic ContentFAANG March 26, 2025Comments are Disabled

Data augmentation is crucial to make machine learning models more robust and safe. However, augmenting data can be challenging as it requires generating diverse data points to rigorously evaluate model behavior on edge cases and mitigate potential harms. Creating high-quality augmentations that cover these “unknown unknowns” is a time- and creativity-intensive task. In this work, …

Amazon Bedrock launches Session Management APIs for generative AI applications (Preview)

by AI Generated Robotic ContentFAANG March 26, 2025Comments are Disabled

Amazon Bedrock announces the preview launch of Session Management APIs, a new capability that enables developers to simplify state and context management for generative AI applications built with popular open source frameworks such as LangGraph and LlamaIndex. Session Management APIs provide an out-of-the-box solution that enables developers to securely manage state and conversation context across …

Anyscale powers AI compute for any workload using Google Compute Engine

by AI Generated Robotic ContentFAANG March 26, 2025Comments are Disabled

Over the past decade, AI has evolved at a breakneck pace, turning from a futuristic dream into a tool now accessible to everyone. One of the technologies that opened up this new era of AI was Ray. As the open-source AI Compute Engine, Ray has made it easier for developers to scale the most complex …

HDR10+ Now Streaming on Netflix

by AI Generated Robotic ContentFAANG March 25, 2025Comments are Disabled

Roger Quero, Liwei Guo, Jeff Watts, Joseph McCormick, Agata Opalach, Anush Moorthy We are excited to announce that we are now streaming HDR10+ content on our service for AV1-enabled devices, enhancing the viewing experience for certified HDR10+ devices, which previously only received HDR10 content. The dynamic metadata included in our HDR10+ content improves the quality and …

Speed up checkpoint loading time at scale using Orbax on JAX

by AI Generated Robotic ContentFAANG March 25, 2025Comments are Disabled

Imagine training a new AI / ML model like Gemma 3 or Llama 3.3 across hundreds of powerful accelerators like TPUs or GPUs to achieve a scientific breakthrough. You might have a team of powerful computers working in sync, constantly learning and refining. But every so often, they need to save their progress — a …

UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing

by AI Generated Robotic ContentFAANG March 22, 2025Comments are Disabled

Text-to-Image (T2I) diffusion models have shown impressive results in generating visually compelling images following user prompts. Building on this, various methods further fine-tune the pre-trained T2I model for specific tasks. However, this requires separate model architectures, training designs, and multiple parameter sets to handle different tasks. In this paper, we introduce UniVG, a generalist diffusion …

Palantir Joins Forces with U.S. Army for Project Convergence Capstone

by AI Generated Robotic ContentFAANG March 22, 2025Comments are Disabled

Powering Defense Innovation As the U.S. Army seeks to integrate innovative commercial solutions into its operations, its Project Convergence Capstone serves as a vital series of exercises that explore the application of cutting-edge defense tech. Palantir, a committed partner in supporting the warfighter, proudly participated in the latest PCC5 exercise. Project Convergence, the Army’s premier …

Figure 1 Virtual AI Assistant Reference Architecture

Build a generative AI enabled virtual IT troubleshooting assistant using Amazon Q Business

by AI Generated Robotic ContentFAANG March 22, 2025Comments are Disabled

Today’s organizations face a critical challenge with the fragmentation of vital information across multiple environments. As businesses increasingly rely on diverse project management and IT service management (ITSM) tools such as ServiceNow, Atlassian Jira and Confluence, employees find themselves navigating a complex web of systems to access crucial data. This isolated approach leads to several …

1 Secure AIML Reference Architecture.max 1000x1000 1

Mastering secure AI on Google Cloud, a practical guide for enterprises

by AI Generated Robotic ContentFAANG March 22, 2025Comments are Disabled

Introduction As we continue to see rapid AI adoption across the industry, organizations still often struggle to implement secure solutions because of the new challenges around data privacy and security. We want customers to be successful as they develop and deploy AI, and that means carefully considering risk mitigation and proactive security measures. The four …

Streamline AWS resource troubleshooting with Amazon Bedrock Agents and AWS Support Automation Workflows

by AI Generated Robotic ContentFAANG March 21, 2025Comments are Disabled

As AWS environments grow in complexity, troubleshooting issues with resources can become a daunting task. Manually investigating and resolving problems can be time-consuming and error-prone, especially when dealing with intricate systems. Fortunately, AWS provides a powerful tool called AWS Support Automation Workflows, which is a collection of curated AWS Systems Manager self-service automation runbooks. These …