MIT researchers develop algorithm to solve nonlinear parabolic PDEs in computer graphics. New approach simplifies complex problems into three steps for better shape analysis.
Google and Tel Aviv University introduce GameNGen, an AI model simulating Doom using Stable Diffusion techniques. The neural network system could revolutionize real-time video game synthesis by predicting and generating graphics on the fly.
RAG combines retrieval & generative models for QA systems. Automate end-to-end RAG deployment using AWS CDK & Amazon Bedrock.
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.
Guardian journalist Michael Safi delves into AI's societal impact, exploring both dangers and promises. AI aids cancer detection in Montana and Massachusetts, showing potential for positive change.
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.
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.
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.
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.
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.
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.
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.
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.
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.
The OSI clarifies "open source AI," challenging companies like Meta for labeling restricted models as open source. A draft definition emphasizes key freedoms for truly open AI.