FAANG - Robotic Content

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

by AI Generated Robotic ContentFAANG February 2, 2025Comments are Disabled

Augmenting the multi-step reasoning abilities of Large Language Models (LLMs) has been a persistent challenge. Recently, verification has shown promise in improving solution consistency by evaluating generated outputs. However, current verification approaches suffer from sampling inefficiencies, requiring a large number of samples to achieve satisfactory performance. Additionally, training an effective verifier often depends on extensive …

Harnessing Amazon Bedrock generative AI for resilient supply chain

by AI Generated Robotic ContentFAANG February 1, 2025Comments are Disabled

From pandemic shutdowns to geopolitical tensions, recent years have thrown our global supply chains into unexpected chaos. This turbulent period has taught both governments and organizations a crucial lesson: supply chain excellence depends not just on efficiency but on the ability to navigate disruptions through strategic risk management. By leveraging the generative AI capabilities and …

Improving model performance with PyTorch/XLA 2.6

by AI Generated Robotic ContentFAANG February 1, 2025Comments are Disabled

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 their PyTorch models on Cloud TPUs with only a few minor code changes. It does so by leveraging OpenXLA, developed by Google, which gives developers the ability to define …

Compact Neural TTS Voices for Accessibility

by AI Generated Robotic ContentFAANG January 31, 2025Comments are Disabled

Contemporary text-to-speech solutions for accessibility applications can typically be classified into two categories: (i) device-based statistical parametric speech synthesis (SPSS) or unit selection (USEL) and (ii) cloud-based neural TTS. SPSS and USEL offer low latency and low disk footprint at the expense of naturalness and audio quality. Cloud-based neural TTS systems provide significantly better audio …

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

by AI Generated Robotic ContentFAANG January 31, 2025Comments are Disabled

Today, we are announcing that DeepSeek AI’s first-generation frontier model, DeepSeek-R1, is available through Amazon SageMaker JumpStart and Amazon Bedrock Marketplace to deploy for inference. You can now use DeepSeek-R1 to build, experiment, and responsibly scale your generative AI ideas on AWS. In this post, we demonstrate how to get started with DeepSeek-R1 on Amazon …

Deploy DeepSeek-R1 Distilled Llama models in Amazon Bedrock

by AI Generated Robotic ContentFAANG January 30, 2025Comments are Disabled

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. By providing high-quality, openly available models, the AI community fosters rapid iteration, knowledge sharing, and cost-effective solutions that benefit both developers and end-users. DeepSeek AI, a …

Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models

by AI Generated Robotic ContentFAANG January 29, 2025Comments are Disabled

Scaling the capacity of language models has consistently proven to be a reliable approach for improving performance and unlocking new capabilities. Capacity can be primarily defined by two dimensions: the number of model parameters and the compute per example. While scaling typically involves increasing both, the precise interplay between these factors and their combined contribution …

The Cybernetic Enterprise

by AI Generated Robotic ContentFAANG January 29, 2025Comments are Disabled

By Akshay Krishnaswamy & Ted Mabrey The AI revolution is emerging at a crucial time for the Western world. The geopolitical chessboard is more complex than at any time since the fall of the Berlin Wall; institutions across the public and private sectors face a deepening legitimacy crisis; and as every enterprise fights to execute its …

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Develop a RAG-based application using Amazon Aurora with Amazon Kendra

by AI Generated Robotic ContentFAANG January 29, 2025Comments are Disabled

Generative AI and large language models (LLMs) are revolutionizing organizations across diverse sectors to enhance customer experience, which traditionally would take years to make progress. Every organization has data stored in data stores, either on premises or in cloud providers. You can embrace generative AI and enhance customer experience by converting your existing data into …

‘Embodied energy’ powers modular worm, jellyfish robots

by AI Generated Robotic ContentFAANG January 28, 2025Comments are Disabled

In the same way that terrestrial life evolved from ocean swimmers to land walkers, soft robots are progressing, too, thanks to recent research in battery development and design.