Unveil causal relationships in data beyond correlations using causal reasoning and graphs. Understand the story behind the data to avoid misinterpretation and conduct better analyses.
Estimating Alien Civilizations: Part 3 explores how many intelligent civilizations may have developed communication technology, with 10-20% likely to do so. Factors include surviving extinction events, prioritizing tech, and using detectable forms of communication.
Part 2 of the Drake Equation Series delves into the number of habitable-zone planets, estimating 10% on average. Data science and simulations ground the speculation in current research.
Enhancing linear methods in reinforcement learning by incorporating state features efficiently without leaving the linear optimization space. Adding interactions between coefficients of the weight vector w to improve approximation without making the optimization problem quadratic.
AI offers new solutions for mental health and isolation issues. Experts discuss AI's impact on personal lives at British Science Festival.
Three Mile Island, site of worst US nuclear meltdown, to power Microsoft AI ops as reactor is reactivated after 5 years. Constellation Energy strikes deal with Microsoft for power supply from infamous Pennsylvania plant.
Amazon Bedrock Agents enable developers to create autonomous agents using large language models for complex reasoning and action generation. Integrating web search APIs enhances chatbot capabilities, providing real-time web searches within the chat interface for dynamic information retrieval.
A YouTube creator modified a TI-84 calculator to connect to the Internet and cheat on tests using ChatGPT. The custom hardware modification allows users to type in problems and receive live responses on the screen.
Mark Robinson denies making inflammatory comments on a pornography website, attributing them to AI-generated attacks. CNN investigation reveals controversial remarks made by the North Carolina lieutenant governor.
Amazon Kendra enhances data sync visibility with new feature. Detailed document reports aid in troubleshooting sync job issues.
Amazon Q Business is an AI-powered assistant offering 24/7 tailored support to enhance employee productivity. Deriv saw a 45% decrease in onboarding time and 50% reduction in recruiting efforts using this tool.
Google urges UK government to relax laws on AI training with copyrighted materials to prevent falling behind in global AI race. UK ranked 7th in AI readiness index, prompting calls for policy changes to boost data infrastructure.
AdaBoost is a powerful binary classification technique showcased in a demo for email spam detection. While AdaBoost doesn't require data normalization, it may be prone to model overfitting compared to newer algorithms like XGBoost and LightGBM.
Shared Nearest Neighbors (SNN) metric enhances outlier detection, prediction, and clustering in high-dimensional datasets. SNN plays a crucial role in popular algorithms like k Nearest Neighbors and is vital for distance-based methods in clustering and outlier detection.
Meta and AWS collaborate to showcase torchtune, a PyTorch library simplifying fine-tuning of LLMs, optimizing performance and cost efficiency. Challenges in fine-tuning LLMs addressed with LoRA and QLoRA strategies, providing user-friendly training recipes for businesses.