News publishers face challenges in providing personalized content due to the short shelf life of news articles. Amazon Bedrock combines text embeddings with Amazon Personalize to recommend articles in real-time, improving user experience and engagement.
Decision Trees are essential in machine learning, offering intuitive "if-then" flowcharts. Learn how this algorithm works with a breakdown of tree construction using an artificial golf dataset to predict playing conditions.
2024: Rise of new generation agents like MultiOn, LangGraph, and LlamaIndex Workflows. Second-gen agents offer structured paths for more powerful capabilities, moving away from the failed ReAct agents.
California bill mandates AI model testing, safety protocol disclosure to prevent catastrophic risks like electric grid sabotage. Governor Gavin Newsom to decide on groundbreaking legislation by end of September, amid warnings against AI overregulation.
New law of infodynamics could revolutionize genomic research, evolutionary biology, and computing. SLID reveals how complex systems process information, with implications for analytical models and the evolution of viruses.
Nvidia's revenue doubles to £23bn, but concerns arise over AI chip delays. Investors spooked by slowing growth signals.
AWS DeepRacer League, the first autonomous racing league powered by ML, closes with a final season. Participants worldwide sharpen skills through friendly competitions, with a new AWS Solution for continued training and community racing.
NVIDIA RTX AI Toolkit enables developers to fine-tune models for improved performance using LoRA, boosting speeds by up to 6x. Customizing LLMs with LoRA adapters allows for tailored outputs, such as generating dialogue in specific styles or voices simultaneously for various applications.
Southeast England water company rejects proposed cuts, deeming plan 'uninvestible'. Polestar appoints new CEO, continues global expansion in electric vehicle market.
Top LLMs tested for structured output: Google Gemini Pro, Anthropic Claude, OpenAI GPT. OpenAI leads with direct integration for JSONs. Anthropic requires 'tool call' trick, Google Gemini is cumbersome.
Starmer hints at tax rises, plans cuts in public expenditure, drawing comparisons to failed policies of George Osborne. Calls for a new Beveridge Mark 2 to bring hope after 14 years of brokenness.
MIT researchers develop algorithm to solve nonlinear parabolic PDEs in computer graphics. New approach simplifies complex problems into three steps for better shape analysis.
GPT-4o and LATS merge to enhance LLM decision-making, revolutionizing problem-solving with advanced reasoning capabilities. Meta-generation algorithms amplify computational resources during inference, mimicking higher-level cognitive processes for improved model performance.
Microsoft has donated the Mono Project to WineHQ, encouraging migration to open source .NET framework. Mono, created by Miguel de Icaza, was a trailblazer for .NET on various operating systems.
RAG combines retrieval & generative models for QA systems. Automate end-to-end RAG deployment using AWS CDK & Amazon Bedrock.