Topic models like BERTopic and FASTopic classify customer texts to track satisfaction metrics. New bigram models provide more detailed insights for business decisions.
Specialist editors create crucial promos for blockbusters. AI-made movie trailer falls flat, deemed 'awful' by critics.
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.
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.
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.
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.
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.
Elon Musk's xAI supercomputer in Memphis faces pollution controversy. Public hearing scheduled amid anonymous leaflets and environmental concerns.
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.
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.
The launch of DeepSeek-R1 rivals Meta and OpenAI, offering advanced reasoning capabilities at a fraction of the cost. Explore how to evaluate DeepSeek-R1's distilled models using recognized benchmarks like GPQA-Diamond.
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.
A U.S. National Laboratory implements AI platform on Amazon SageMaker to enhance accessibility of archival data through NER and LLM technologies. The cost-optimized system automates metadata enrichment, document classification, and summarization for improved document organization and retrieval.
Cybersecurity leaders face tough questions on breach likelihood and cost. Only 15% use quantitative risk modeling, posing limitations.
Kernelized SVR, trained with PSO, tackles non-linear data using RBF. Epsilon-insensitive loss and PSO make for a challenging yet promising system.