FAANG - Robotic Content

Evaluating Sample Utility for Data Selection by Mimicking Model Weights

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

Foundation models are trained on large-scale web-crawled datasets, which often contain noise, biases, and irrelevant information. This motivates the use of data selection techniques, which can be divided into model-free variants — relying on heuristic rules and downstream datasets — and model-based, e.g., using influence functions. The former can be expensive to design and risk …

Generate synthetic counterparty (CR) risk data with generative AI using Amazon Bedrock LLMs and RAG

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

Data is the lifeblood of modern applications, driving everything from application testing to machine learning (ML) model training and evaluation. As data demands continue to surge, the emergence of generative AI models presents an innovative solution. These large language models (LLMs), trained on expansive data corpora, possess the remarkable capability to generate new content across …

An SRE’s guide to optimizing ML systems with MLOps pipelines

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

Picture this: you’re an Site Reliability Engineer (SRE) responsible for the systems that power your company’s machine learning (ML) services. What do you do to ensure you have a reliable ML service, how do you know you’re doing it well, and how can you build strong systems to support these services? As artificial intelligence (AI) …

It’s a Sign: AI Platform for Teaching American Sign Language Aims to Bridge Communication Gaps

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

American Sign Language is the third most prevalent language in the United States — but there are vastly fewer AI tools developed with ASL data than data representing the country’s most common languages, English and Spanish. NVIDIA, the American Society for Deaf Children and creative agency Hello Monday are helping close this gap with Signs, …

KV Prediction for Improved Time to First Token

by AI Generated Robotic ContentFAANG February 20, 2025Comments are Disabled

Inference with transformer-based language models begins with a prompt processing step. In this step, the model generates the first output token and stores the KV cache needed for future generation steps. This prompt processing step can be computationally expensive, taking 10s of seconds or more for billion-parameter models on edge devices when prompt lengths or …

Build verifiable explainability into financial services workflows with Automated Reasoning checks for Amazon Bedrock Guardrails

by AI Generated Robotic ContentFAANG February 20, 2025Comments are Disabled

Foundational models (FMs) and generative AI are transforming how financial service institutions (FSIs) operate their core business functions. AWS FSI customers, including NASDAQ, State Bank of India, and Bridgewater, have used FMs to reimagine their business operations and deliver improved outcomes. FMs are probabilistic in nature and produce a range of outcomes. Though these models …

Rethinking 5G: The cloud imperative

by AI Generated Robotic ContentFAANG February 20, 2025Comments are Disabled

The telecommunications industry is at a critical juncture. The demands of 5G, the explosion of connected devices, and the ever-increasing complexity of network architectures require a fundamental shift in how networks are managed and operated. The future is autonomous — autonomous networks driving efficiency and innovation The future isn’t just about scale and performance; it’s …

Massive Foundation Model for Biomolecular Sciences Now Available via NVIDIA BioNeMo

by AI Generated Robotic ContentFAANG February 20, 2025Comments are Disabled

Scientists everywhere can now access Evo 2, a powerful new foundation model that understands the genetic code for all domains of life. Unveiled today as the largest publicly available AI model for genomic data, it was built on the NVIDIA DGX Cloud platform in a collaboration led by nonprofit biomedical research organization Arc Institute and …

How Formula 1® uses generative AI to accelerate race-day issue resolution

by AI Generated Robotic ContentFAANG February 19, 2025Comments are Disabled

Formula 1® (F1) races are high-stakes affairs where operational efficiency is paramount. During these live events, F1 IT engineers must triage critical issues across its services, such as network degradation to one of its APIs. This impacts downstream services that consume data from the API, including products such as F1 TV, which offer live and …

How to use gen AI for better data schema handling, data quality, and data generation

by AI Generated Robotic ContentFAANG February 19, 2025Comments are Disabled

In the realm of data engineering, generative AI models are quietly revolutionizing how we handle, process, and ultimately utilize data. For example, large language models (LLMs) can help with data schema handling, data quality, and even data generation. Building upon the recently released Gemini in BigQuery Data preparation capabilities, this blog showcases areas where gen …