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.
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.
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.
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.
RAG combines retrieval & generative models for QA systems. Automate end-to-end RAG deployment using AWS CDK & Amazon Bedrock.
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.
Author developed a logistic regression model in C#, using batch training & weight decay for predicting gender based on various factors. The model achieved 75% accuracy on test data, showcasing the power of batch training in enhancing prediction models.
DfE grants special access for AI training with £3m content bank to reduce teacher workloads. Tech companies urged to develop better AI tools for education.
MMD-Critic method for data summarization lacks usage due to the absence of a Python package, but its results justify more attention. It helps find prototypes and criticisms in datasets for model testing and explanations, using Maximal Mean Discrepancy to compare probability distributions.
Amazon Q Business offers interactive chat applications using enterprise data, with the Amazon Q Web Crawler connector for indexing website contents. The connector automatically updates and indexes webpages and attachments, allowing for generative AI experiences based on user requests.
Chinese hackers exploit zero-day in Versa Director to infect US ISPs with credential-stealing malware, gaining admin control and compromising customers. Black Lotus Labs reveals ongoing attacks using custom web shell 'VersaMem' to capture credentials before hashing.
Journalists combat Maduro's media crackdown with AI avatars. Reporting in Venezuela becomes increasingly difficult under President Maduro.
Six imputation methods for missing values in data sets explained with visuals, highlighting the importance of domain knowledge. Understand the types and reasons for missing data to choose the right imputation method for better analysis.