#synthetic data

Matrix enhances synthetic data generation efficiency by leveraging decentralized control, improving token throughput significantly.

'A step-by-step tutorial describing a multi-agent pipeline that generates coherent synthetic multi-omics data, performs statistical and network analyses, and outputs pathway-aware interpretations and drug repurposing predictions.'

'Learn how to generate synthetic goldens with DeepEval to validate and benchmark your RAG pipeline before it goes live.'

'A practical tutorial showing how to combine LangChain tools with XGBoost to create an interactive end-to-end ML pipeline that generates data, trains a model, evaluates performance, and visualizes insights.'

'A hands-on tutorial showing how to create synthetic multi-series data, run several GluonTS estimators conditionally, evaluate probabilistic forecasts, and build advanced visualizations for model comparison.'

'NVIDIA announced Cosmos, a full-stack physical AI platform featuring reasoning models, synthetic data tools and Omniverse simulation upgrades to speed robotics development.'

NVIDIA introduces GraspGen, a diffusion-based framework that significantly improves 6-DOF robotic grasping using large-scale synthetic data and innovative training, achieving superior performance in simulation and real-world tests.

Amazon researchers have released Mitra, a novel foundation model pretrained on synthetic data that advances tabular machine learning through in-context learning and delivers state-of-the-art results on major benchmarks.

This guide explains how to use the Synthetic Data Vault (SDV) library to create realistic synthetic tabular data, covering installation, metadata preparation, data generation, and quality evaluation.

New research reveals how integrating in-context learning insights into fine-tuning datasets significantly improves language model generalization on complex reasoning tasks.

Google researchers introduce LightLab, a novel diffusion-based AI technique that enables fine-grained, physically plausible control of lighting in single images, outperforming existing methods.

AI is revolutionizing business intelligence by automating data preparation, enhancing customer personalization, and providing predictive insights that drive efficiency and growth.

NVIDIA Cosmos uses advanced physics-based simulations to generate synthetic data, enabling faster and safer training of physical AI systems such as robots and autonomous vehicles.

Apple has retracted its "Available Now" claim for AI features after scrutiny revealed misleading statements. Privacy concerns and legal challenges are mounting as Apple strives to improve its AI offerings.