Large Language Models (LLMs) solve most classification problems at 70-90% Precision/F1. R. E. D. addresses challenges in text classification beyond a few dozen classes.
MIT and NVIDIA researchers developed HART, a hybrid image-generation tool that combines autoregressive and diffusion models to create high-quality images nine times faster. HART's innovative approach could revolutionize training self-driving cars and designing video game scenes.
Particle swarm optimization (PSO) mimics swarms' motion to solve optimization problems. PSO effectively updates particles' positions towards better solutions using a weighted velocity factor.
AI can help reduce racism by addressing biases in systems. Society is more willing to tackle bias in AI than in humans. Sanmi Koyejo leads Stanford Trustworthy AI Research (Stair).
Biotech company advances ML & AI Algorithms for secure brain lesion segmentation in hospitals using federated learning. Protection measures safeguard algorithm code and data in a heterogeneous federated environment, including CoCo technology for confidential containers.
Empowered product teams evolve to meet AI challenges with the 3-in-a-box model: product management, design, and engineering. Historical context and key phases in team composition highlight the importance of core competencies for successful AI-powered products.
RAG enhances AI responses with custom content from vector databases. Acme uses RAG to provide detailed info on products like blood analysis machines.
Director Greg Kohs delves into the world of Artificial General Intelligence, focusing on Google DeepMind's innovative approach. The documentary offers a character-driven study of DeepMind's CEO Demis Hassabis, revealing his fascinating journey from child chess prodigy to leading the forefront of AGI research.
Amazon Bedrock Guardrails offers configurable safeguards for generative AI applications, including content filters and sensitive information detection. The new AWS IAM policy-based enforcement enhances AI governance by ensuring consistent safety controls across all AI interactions.
NVIDIA expands NVIDIA-Certified Systems with enterprise storage certification for streamlined AI factory deployments. Leading enterprise data platform and storage providers onboard for new NVIDIA-Certified Storage program, ensuring optimal performance and reliability for AI models.
National Crime Agency warns of rising child sextortion attempts, with AI now being used by criminals. Awareness campaign launched to combat online scourge.
GeForce NOW introduces Assassin’s Creed Shadows and Fable Anniversary to its cloud gaming platform. Explore feudal Japan and shape destinies with enhanced graphics and smooth gameplay at up to 4K resolution and 120 frames per second.
Italian newspaper Il Foglio claims to be the first in the world to publish an edition entirely written by artificial intelligence, including headlines and quotes. The experiment aims to showcase AI's impact on journalism, with editor Claudio Cerasa leading the initiative.
Organizations are moving towards production-ready generative AI systems for real business value, like Hippocratic AI's AI-powered clinical assistants. Adobe's integration of generative AI in flagship products showcases the power of NVIDIA GPU-accelerated infrastructure for content creation.
Neural network binary classifier pseudo-probabilities' calibration error function for sex prediction yields promising results. Accuracy on test data is 0.75, with calibration error less than 0.20, indicating a good model fit.