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Generative AI Robotic Content Articles

Fine-tune LLMs with synthetic data for context-based Q&A using Amazon Bedrock
Feb 13, 2025
21 min

Fine-tune LLMs with synthetic data for context-based Q&A using Amazon Bedrock

There’s a growing demand from customers to incorporate generative AI into their businesses. Many use cases involve using pre-trained large language models (LLMs
What Are Foundation Models?
Feb 13, 2025
8 min

What Are Foundation Models?

Editor’s note: This article, originally published on March 13, 2023, has been updated. The mics were live and tape was rolling in the studio where the Miles Dav
Meta SAM 2.1 is now available in Amazon SageMaker JumpStart
Feb 12, 2025
15 min

Meta SAM 2.1 is now available in Amazon SageMaker JumpStart

This blog post is co-written with George Orlin from Meta. Today, we are excited to announce that Meta’s Segment Anything Model (SAM) 2.1 vision segmentation mod
AI-Designed Proteins Take on Deadly Snake Venom
Feb 11, 2025
3 min

AI-Designed Proteins Take on Deadly Snake Venom

Every year, venomous snakes kill over 100,000 people and leave 300,000 more with devastating injuries — amputations, paralysis and permanent disabilities. The v
Networking support for AI workloads
Feb 11, 2025
3 min

Networking support for AI workloads

At Google Cloud, we strive to make it easy to deploy AI models onto our infrastructure. In this blog we explore how the Cross-Cloud Network solution supports yo
Transforming credit decisions using generative AI with Rich Data Co and AWS
Feb 11, 2025
9 min

Transforming credit decisions using generative AI with Rich Data Co and AWS

This post is co-written with Gordon Campbell, Charles Guan, and Hendra Suryanto from RDC. The mission of Rich Data Co (RDC) is to broaden access to sustainable
Governing the ML lifecycle at scale, Part 4: Scaling MLOps with security and governance controls
Feb 8, 2025
19 min

Governing the ML lifecycle at scale, Part 4: Scaling MLOps with security and governance controls

Data science teams often face challenges when transitioning models from the development environment to production. These include difficulties integrating data s
News you can use: What we announced in AI this month
Feb 8, 2025
4 min

News you can use: What we announced in AI this month

2025 is off to a racing start. From announcing strides in the new Gemini 2.0 model family to retailers accelerating with Cloud AI , we spent January investing i
Requirements for AI in Production in Insurance Underwriting
Feb 8, 2025
21 min

Requirements for AI in Production in Insurance Underwriting

Introduction Large language models present both massive opportunities and significant complexities for the insurance industry. Insurers can use AI to increase o
Announcing public beta  of Gen AI Toolbox for Databases
Feb 7, 2025
4 min

Announcing public beta of Gen AI Toolbox for Databases

Today, we are thrilled to announce the public beta launch of Gen AI Toolbox for Databases in partnership with LangChain , the leading orchestration framework fo
Protect your DeepSeek model deployments with Amazon Bedrock Guardrails
Feb 7, 2025
11 min

Protect your DeepSeek model deployments with Amazon Bedrock Guardrails

The rapid advancement of generative AI has brought powerful publicly available large language models (LLMs), such as DeepSeek-R1 , to the forefront of innovatio
Designing sustainable AI: A deep dive into TPU efficiency and lifecycle emissions
Feb 6, 2025
5 min

Designing sustainable AI: A deep dive into TPU efficiency and lifecycle emissions

As AI continues to unlock new opportunities for business growth and societal benefits, we’re working to reduce the carbon intensity of AI systems — including by
Helping our partners co-market faster with AI
Feb 5, 2025
6 min

Helping our partners co-market faster with AI

At Google Cloud, we're deeply invested in making AI helpful to organizations everywhere — not just for our valued customers, but for our equally important partn
Orchestrate seamless business systems integrations using Amazon Bedrock Agents
Feb 5, 2025
16 min

Orchestrate seamless business systems integrations using Amazon Bedrock Agents

Generative AI has revolutionized technology through generating content and solving complex problems. To fully take advantage of this potential, seamless integra
Accelerate video Q&A workflows using Amazon Bedrock Knowledge Bases, Amazon Transcribe, and thoughtful UX design
Feb 4, 2025
11 min

Accelerate video Q&A workflows using Amazon Bedrock Knowledge Bases, Amazon Transcribe, and thoughtful UX design

Organizations are often inundated with video and audio content that contains valuable insights. However, extracting those insights efficiently and with high acc
Harnessing Amazon Bedrock generative AI for resilient supply chain
Feb 1, 2025
15 min

Harnessing Amazon Bedrock generative AI for resilient supply chain

From pandemic shutdowns to geopolitical tensions, recent years have thrown our global supply chains into unexpected chaos. This turbulent period has taught both
Improving model performance with PyTorch/XLA 2.6
Feb 1, 2025
6 min

Improving model performance with PyTorch/XLA 2.6

For developers who want to use the PyTorch deep learning framework with Cloud TPUs, the PyTorch/XLA Python package is key, offering developers a way to run thei
DeepSeek-R1 model now available in Amazon Bedrock Marketplace and Amazon SageMaker JumpStart
Jan 31, 2025
14 min

DeepSeek-R1 model now available in Amazon Bedrock Marketplace and Amazon SageMaker JumpStart

Today, we are announcing that DeepSeek AI ’s first-generation frontier model, DeepSeek-R1 , is available through Amazon SageMaker JumpStart and Amazon Bedrock M
Deploy DeepSeek-R1 Distilled Llama models in Amazon Bedrock
Jan 30, 2025
11 min

Deploy DeepSeek-R1 Distilled Llama models in Amazon Bedrock

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintain