GenAI is not just hype, it has real-world applications & generates revenue for companies. Learn how to power your application with large Language Models (LLMs) by defining use cases & choosing the right model.
Topic models like BERTopic and FASTopic classify customer texts to track satisfaction metrics. New bigram models provide more detailed insights for business decisions.
Data and Machine Learning used to predict NBA Champion; reframing task as regression problem to predict Champion Share. Model highlights degrees of success in playoffs, offering surprising insights for 2024-25 Playoffs.
Specialist editors create crucial promos for blockbusters. AI-made movie trailer falls flat, deemed 'awful' by critics.
The State Bar of California to seek score adjustments for February bar exam due to AI-developed questions and platform crashes. Multiple-choice questions on the test were created with the help of artificial intelligence.
AWS Field Experience (AFX) leverages Amazon Bedrock and AI to streamline sales workflows, with Account Summaries providing comprehensive customer insights. AFX's migration to the Amazon Nova Lite model led to a 90% reduction in costs, enabling faster, more efficient seller interactions and high favorability rates.
Elon Musk's xAI supercomputer in Memphis faces pollution controversy. Public hearing scheduled amid anonymous leaflets and environmental concerns.
Supreme court's gender ruling on toilet access faces rural obstacles due to public toilet closures in Devon. Potential successors to Pope Francis are mostly older men, prompting reflections on retirement timing.
Enhancing user experience and driving business metrics, advanced search technologies like semantic search are crucial for modern ecommerce success. Combining keyword search and semantic search, hybrid search delivers more accurate results, with Amazon OpenSearch Service being a recommended tool for seamless integration.
An AI version of Stephen Fry's voice will give a talk at Hay Festival, showcasing the wonders and pitfalls of AI. Visitors can record their voice with Fry's "vocal double" in a soundproof booth, with an unexpected twist in the experience.
Recent advances in generative AI have led to the evolution of NL2SQL technology, simplifying database queries. AWS and Cisco teams developed a methodology for accurate and scalable NL2SQL solutions for enterprise data, addressing challenges like complex schemas and diverse queries.
MIT researchers developed a new diagram-based language for optimizing deep-learning algorithms, simplifying complex tasks to napkin-sized drawings. The method focuses on efficient resource usage, particularly for large AI models like ChatGPT, using diagrams to represent parallelized operations on GPUs from companies like NVIDIA.
RAG applications enhance AI tasks with contextually relevant info, but require careful security measures to protect sensitive data. AWS offers generative AI security strategies like Amazon Bedrock Knowledge Bases to safeguard privacy and create appropriate threat models.
Summary: Testing is crucial for identifying issues in car blinkers or software code. Unit, integration, and end-to-end tests play key roles in ensuring functionality and reliability.
Kernelized SVR, trained with PSO, tackles non-linear data using RBF. Epsilon-insensitive loss and PSO make for a challenging yet promising system.