ai/ml - Robotic Content

Stable Diffusion Models are Secretly Good at Visual In-Context Learning

by AI Generated Robotic ContentFAANG October 8, 2025Comments are Disabled

Large language models (LLM) in natural language processing (NLP) have demonstrated great potential for in-context learning (ICL) — the ability to leverage a few sets of example prompts to adapt to various tasks without having to explicitly update the model weights. ICL has recently been explored for computer vision tasks with promising early outcomes. These …

Automate Amazon QuickSight data stories creation with agentic AI using Amazon Nova Act

by AI Generated Robotic ContentFAANG October 8, 2025Comments are Disabled

Amazon QuickSight data stories support global customers by transforming complex data into interactive narratives for faster decisions. However, manual creation of multiple daily data stories consumes significant time and resources, delaying critical decisions and preventing teams from focusing on valuable analysis. Each organization has multiple business units, and each business unit creates and operates multiple …

Introducing CodeMender: an AI agent for code security

by AI Generated Robotic ContentFAANG October 7, 2025Comments are Disabled

CodeMender helps patch critical software vulnerabilities, and rewrites and secures existing code.

Responsible AI: How PowerSchool safeguards millions of students with AI-powered content filtering using Amazon SageMaker AI

by AI Generated Robotic ContentFAANG October 7, 2025Comments are Disabled

This post is cowritten with Gayathri Rengarajan and Harshit Kumar Nyati from PowerSchool. PowerSchool is a leading provider of cloud-based software for K-12 education, serving over 60 million students in more than 90 countries and over 18,000 customers, including more than 90 of the top 100 districts by student enrollment in the United States. When …

More choice, more control: self-deploy proprietary models in your VPC with Vertex AI

by AI Generated Robotic ContentFAANG October 7, 2025Comments are Disabled

Building the best AI applications requires both the freedom to choose the most powerful, specialized model for the task at hand, and a platform that can handle them all. This flexibility is core to the Vertex AI platform, and today, we’re taking a significant step forward in our commitment to giving you unparalleled choice and …

Unlock global AI inference scalability using new global cross-Region inference on Amazon Bedrock with Anthropic’s Claude Sonnet 4.5

by AI Generated Robotic ContentFAANG October 4, 2025Comments are Disabled

Organizations are increasingly integrating generative AI capabilities into their applications to enhance customer experiences, streamline operations, and drive innovation. As generative AI workloads continue to grow in scale and importance, organizations face new challenges in maintaining consistent performance, reliability, and availability of their AI-powered applications. Customers are looking to scale their AI inference workloads across …

Connect Spark data pipelines to Gemini and other AI models with Dataproc ML library

by AI Generated Robotic ContentFAANG October 4, 2025Comments are Disabled

Many data science teams rely on Apache Spark running on Dataproc managed clusters for powerful, large-scale data preparation. As these teams look to connect their data pipelines directly to machine learning models, there’s a clear opportunity to simplify the integration. But running inference on a Spark DataFrame using a model from Vertex AI typically requires …

TASER: Translation Assessment via Systematic Evaluation and Reasoning

by AI Generated Robotic ContentFAANG October 3, 2025Comments are Disabled

We introduce TASER (Translation Assessment via Systematic Evaluation and Reasoning), a metric that uses Large Reasoning Models (LRMs) for automated translation quality assessment. TASER harnesses the explicit reasoning capabilities of LRMs to conduct systematic, step-by-step evaluation of translation quality. We evaluate TASER on the WMT24 Metrics Shared Task across both reference-based and reference-free scenarios, demonstrating …

Inside the AIPCon 8 Demos Redefining the Future of Enterprise AI

by AI Generated Robotic ContentFAANG October 3, 2025Comments are Disabled

Editor’s Note: AIPCon 8, Palantir’s most recent customer conference, featured breakthrough customer implementations that demonstrate what’s possible with enterprise AI today. In part one of this two-part series, we share highlights from the afternoon’s standout demo sessions. Those who attended AIPCon 8 all walked away with a shared experience — seeing firsthand the power of transformative AI …

Enhance agentic workflows with enterprise search using Kore.ai and Amazon Q Business

by AI Generated Robotic ContentFAANG October 3, 2025Comments are Disabled

This post was written with Meghana Chintalapudi and Surabhi Sankhla of Kore.ai. As organizations struggle with exponentially growing volumes of data distributed across multiple repositories and applications, employees lose significant time—approximately 30% according to the International Data Corporation (IDC)—searching for information that could be spent on higher-value work. The complexity of modern enterprise data networks …