ai/ml

Reinforcement Learning for Long-Horizon Interactive LLM Agents

Interactive digital agents (IDAs) leverage APIs of stateful digital environments to perform tasks in response to user requests. While IDAs…

1 year ago

Trellix lowers cost, increases speed, and adds delivery flexibility with cost-effective and performant Amazon Nova Micro and Amazon Nova Lite models

This post is co-written with Martin Holste from Trellix.  Security teams are dealing with an evolving universe of cybersecurity threats.…

1 year ago

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…

1 year ago

Updating the Frontier Safety Framework

Our next iteration of the FSF sets out stronger security protocols on the path to AGI

1 year ago

Adaptive Training Distributions with Scalable Online Bilevel Optimization

Large neural networks pretrained on web-scale corpora are central to modern machine learning. In this paradigm, the distribution of the…

1 year ago

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…

1 year ago

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,…

1 year ago

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…

1 year ago

Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo

Augmenting the multi-step reasoning abilities of Large Language Models (LLMs) has been a persistent challenge. Recently, verification has shown promise…

1 year ago

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…

1 year ago