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.
Compress LLMs 10X without performance loss. Techniques like quantization, pruning, and knowledge distillation make powerful ML models more accessible.
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.
Artists explore AI's potential and risks. Cate Blanchett jokingly mentions sex robots in a fictional 2023 EU address.
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.
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.
Southeast England water company rejects proposed cuts, deeming plan 'uninvestible'. Polestar appoints new CEO, continues global expansion in electric vehicle market.
Incorporating AI like Amazon Q Developer can boost dev productivity by 30%. Amazon Q Business enhances enterprise operations with generative AI.
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.
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.
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.
RAG combines retrieval & generative models for QA systems. Automate end-to-end RAG deployment using AWS CDK & Amazon Bedrock.
AWS DeepRacer: Learn to bridge the sim2real gap by mastering the physical track. Understand how the car's camera sensor uses grayscale images to navigate based on pixel values.
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.