How to Call an LLM Directly from SQL
Learn to integrate LLM calls directly into SQL queries, enabling seamless AI-powered data processing and analysis within your database environment.
Why Are Human Laws So Difficult for AI to Follow?
Explore the challenges AI faces in interpreting human laws and regulations. Gain insights into open-texturedness and its impact on normative rule systems for agent-level AI development.
Robot Learning with Minimal Human Feedback
Explore innovative techniques for training robots with minimal human feedback, from single demonstrations to eye gaze, and learn about leveraging pretrained models for efficient robot learning.
Fine-Tuning BERT for Text Classification - Python Code Tutorial
Dive into fine-tuning BERT for text classification, focusing on phishing URL detection. Learn key concepts and implement Python code to enhance your natural language processing skills.
The Promise of Health IT to Support Clinician Well-Being - Episode 5
Discover how AI and health IT innovations at Johns Hopkins are enhancing provider-patient relationships and supporting clinician well-being in this insightful podcast episode.
Anyscale's Governance Suite for Scalable AI Platforms - Ray Summit 2024
Explore Anyscale's Governance Suite for AI platforms, addressing security, controls, and productivity challenges in the era of Generative AI. Gain insights into sustainable AI practices for modern enterprises.
Roblox's Journey to Supporting Multimodality on vLLM - Ray Summit 2024
Explore Roblox's integration of multimodal language models into vLLM, uncovering technical challenges and insights for developers seeking to enhance their LLM deployments with advanced AI capabilities.
Advanced Evaluation Techniques for AI Agents
Uncover advanced techniques for evaluating LLM-powered AI agents, addressing behavioral instability, comprehensive testing, and cascading failures. Gain insights from production experiences to implement robust evaluation pipelines.
Advancing Video Curation with Generative AI - NVIDIA's Approach
Explore NVIDIA's innovative approach to video comprehension in generative AI, focusing on data curation and multimodal video foundation models using Ray Data and NVIDIA DGX Cloud.
Uber's Journey in Building Multi-Modal Foundation Models
Dive into Uber's approach to developing in-house multi-modal foundation models, optimizing earner onboarding and screening processes globally using Ray for distributed training and deployment.
Faster Model Serving with Ray and Anyscale - Ray Summit 2024
Explore Ray Serve's capabilities for distributed model serving and deployment, focusing on Anyscale's solutions for large-scale AI models and the challenges of building AI applications in the era of generative AI.
Using Promptable Image Analysis for Clinical Diagnostics - Ray Summit 2024
Explore the integration of LLMs and Vision Transformers for enhanced clinical image analysis. Discover how Ray technologies enable real-time processing of multimodal data, revolutionizing diagnostic workflows in healthcare.
Handshake's Approach to Content Tagging with vLLM and Anyscale
Explore Handshake's journey in implementing vLLM-based content tagging using Anyscale, enhancing job feed performance and addressing growing LLM requirements through innovative internal tools and methodologies.
Building Scalable AI Agents with Ray
Explore Ragent, a framework for scalable AI agents built on Ray's distributed computing capabilities. Learn about its key features and integration with popular tools for developing production-ready agent applications.
Foundation Models in Drug Discovery - Ray Summit 2024
Explore how foundation models are revolutionizing drug discovery across multiple biological domains. Gain insights into Recursion's large-scale approach using GPUs, robotics, and petabytes of data to transform pharmaceutical innovation.
A Brief History of Video Generation - Ray Summit 2024
Explore the rapid evolution of generative video with Runway's CTO, from recent breakthroughs to future possibilities. Gain insights into AI's transformative impact on audiovisual creativity and storytelling.
Training AI for Space: Slingshot's Ray Journey - Ray Summit 2024
Explore Slingshot Aerospace's innovative approach to managing satellites using AI and Ray-based training pipelines. Discover their multi-layered RL Gym for simulating space missions and agent training.
Instacart's Generative AI Strategy - Transforming Product Experience and Internal Productivity
Dive into Instacart's generative AI strategy with co-founder Brandon Leonardo. Explore how AI transforms product experience, boosts internal productivity, and shapes the company's future.
Transforming the Physical World with AI - Samsara's Journey in Fleet Management Technology
Explore how Samsara leverages Ray and Anyscale to revolutionize AI in fleet management. Discover the impact of AI across their entire pipeline, from training to deployment, and its transformative effects on physical operations.
Interpretability for Deep Learning: Theory, Applications and Scientific Insights
Dive into deep learning interpretability, exploring methods to enhance transparency, safety, and trustworthiness in AI deployment while uncovering scientific insights in various domains.
Surprising Phenomena of Max-LP-Margin Classifiers in High Dimensions
Delve into surprising phenomena of max-lp-margin classifiers in high dimensions, exploring optimal rates, adaptivity, and performance in noisy observations for machine learning theory enthusiasts.