Generative AI Solution with AWS Serverless and Bedrock
Explore a secure, scalable AWS serverless solution using Bedrock for generative AI tasks. Learn architecture, deployment, cost estimation, and advanced features for efficient platform engineering.
Building a Serverless GenAI Platform
Explore building a serverless GenAI platform, from architecture to adoption strategies, and learn its impact on various industries.
The Continuous Language of Protein Structure
Explore a novel approach to protein structure generation using continuous autoregressive language models. Learn about innovative techniques for in silico protein design and their potential applications.
Generative Artificial Intelligence for Decision Making in Robotics
Explore generative AI's potential in robotics, leveraging video foundation models and internet-trained models to solve complex, long-horizon manipulation tasks efficiently.
AI Search and Generative Answers with Open-Source NucliaDB
Explore AI-powered search engines with Nuclia's API, featuring generative answers and open-source NucliaDB technology.
Gen AI Search and Summarization Testing Using Human SME Techniques
Explore a framework for testing generative AI search results and summaries using subject matter experts, including methodology, metrics, and potential applications.
Evolution of Moody's Search and AI - From Legacy Systems to Cloud-Native Solutions
Explore Moody's journey from legacy SOLR to cloud-native AWS OpenSearch, enhancing search architecture with AI integration and custom relevance systems for improved cross-product usability and intelligent search experiences.
5 Pitfalls of Large Language Models in Production and How to Solve Them
Uncover challenges and strategies for managing Large Language Models in production. Learn to detect hallucinations, minimize risks, and optimize performance through continuous monitoring and AI observability.
MLOps and LLMOps: From Prompt to Observability - Lecture 1
Explore MLOps, AI observability, and LLMOps integration. Gain insights on implementing AI stores for enhanced management and governance of traditional and generative AI solutions across organizations.
Using Generative AI to Better Understand B2B Audiences - From Topic Modelling to Text Classification
Explore how Generative AI and LLMs enhance B2B audience understanding through topic modeling and text classification, improving data quality and audience interest analysis.
AI, Integrity and the Academy - Impact of Generative Tools in Higher Education
Explore the impact of generative AI tools on academic integrity, fairness, and equity in higher education. Discuss concerns, mitigations, and future directions.
Practical Applications of Generative AI: Building a Chatbot for Document Q&A
Explore Retrieval Augmented Generation to build chatbots that answer questions about unseen documents, leveraging the power of Generative AI and Large Language Models.
Integrating the Gemini API in Android - Android Build Time
Explore integrating Gemini API in Android apps. Learn about chatbot personas, user engagement, and leveraging GenAI features like summarization, multimodal capabilities, and function calling.
A Geometric View of Optimal Transport and Generative Models - ICBS 2024
Explore geometric interpretations of optimal transport theory and its application to generative models, analyzing Sora's principles and proposing improvements for physical accuracy.
Making GenAI Safe, Trustworthy and Fit for Purpose with Auto Alignment
Enhance fairness, robustness, and safety of generative AI through alignment templating. Learn to measure model performance, improve with minimal human intervention, and adapt for specific use cases.
Tips and Tricks for Intentional Text-to-Image Generation
Explore creative ML evolution in arts, observing model biases and future impacts on creative fields and popular culture through an artist's reflective perspective.
Quantum-Assisted Machine Learning with Near-Term Quantum Devices
Explore quantum-assisted machine learning applications for near-term devices, focusing on generative models in unsupervised and semi-supervised learning. Discover recent experimental implementations.
Speed-ups for State-of-the-Art Generative AI Drug Discovery Applications
Explore cutting-edge generative AI techniques for drug discovery, including VAEs, Hugging Face pipelines, and LLM comparisons. Learn to accelerate inference times using C++ and cloud platforms.
Building a Chatbot with Unify - Webinar 01
Learn to build an interactive ChatBot using Unify, exploring Synchronous and Asynchronous clients and integrating with various LLMs for dynamic AI conversations.
Generative Agents: Interactive Simulacra of Human Behavior
Explore interactive simulations of human behavior using generative agents in a virtual village. Learn about memory streams, reflections, and planning for creating believable AI characters.
How to Evaluate LLM Performance for Domain-Specific Use Cases
Explore advanced LLM evaluation techniques for enterprise AI, including data-centric approaches, quality modeling, and fine-grained benchmarking to overcome common challenges and improve performance.