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.
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.
Tanni Grey-Thompson's train ordeal highlights the need for a more disability-friendly world. Keir Starmer's austerity message draws inspiration from Lynn Anderson's hit single.
Nvidia's revenue doubles to £23bn, but concerns arise over AI chip delays. Investors spooked by slowing growth signals.
Artists explore AI's potential and risks. Cate Blanchett jokingly mentions sex robots in a fictional 2023 EU address.
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.
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.
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.
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.
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.
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.
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.
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.