A comparison of kNN, LR, NN, and AB for binary classification revealed insights on predictive power, ease of training, and interpretability. Experiments with the UCI Email Spam Dataset showed LR and NN outperforming kNN and AB in accuracy.
Compress LLMs 10X without performance loss. Techniques like quantization, pruning, and knowledge distillation make powerful ML models more accessible.
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.
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.
Researchers harvesting rare organisms globally face backlash over unpaid use of genetic codes. Algae collected in North Yorkshire highlights AI's impact on biodiversity research.
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.
AI-powered chatbot, Ed, failed to revolutionize education; highlights challenges in transforming public services with artificial intelligence. Columnist Gaby Hinsliff questions the government's belief in doing more with less through AI.
Nvidia's revenue doubles to £23bn, but concerns arise over AI chip delays. Investors spooked by slowing growth signals.
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.
Nvidia, third most valuable company, sees revenue surge to $30.04bn, driven by rising AI demand. Despite exceeding expectations, shares drop 3% in after-hours trading.
MIT researchers develop algorithm to solve nonlinear parabolic PDEs in computer graphics. New approach simplifies complex problems into three steps for better shape analysis.
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.
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.
Incorporating AI like Amazon Q Developer can boost dev productivity by 30%. Amazon Q Business enhances enterprise operations with generative AI.