Regression problems aim to predict a single numeric value using techniques like decision tree regression and ensemble methods like random forest and gradient boosting. A demo of AdaBoost.R2 in Python's scikit-learn library shows improved prediction accuracy with weighted decision trees.
AI tool helps NHS trusts predict peak demand, improving staffing and bed space planning in English hospitals. Algorithm uses historical data like weather, holidays, flu, and Covid rates to forecast A&E visits.
Nvidia's extensive partnerships fuel growth, while banking on AI success. Investors cautioned against comparing it to Enron or dotcom bubble casualties.
Senator Katie Britt proposes AI companies be held criminally liable for exposing minors to harmful ideas, while Senator Bernie Sanders criticizes AI's impact on economic insecurity, calling for a potential moratorium on new datacenters. Sanders warns of AI's transformative power, labeling it as the most consequential technology in history with far-reaching implications.
Merlin Bird ID app identifies 1,300 bird species worldwide, delighting users like Natasha Walter in London. AI and machine-learning make bird identification easy and enjoyable.
Retail productivity is rising as technology replaces costly human labor with self-service checkouts and AI facial recognition cameras. This shift towards automation could signal a new era of tech-driven growth and efficiency in low-paying sectors, sparking a potential renaissance in productivity.
In the algorithm-driven economy of 2025, AI slop floods social media with low-quality, surreal content. Merriam-Webster's word of the year is "slop", reflecting the internet phenomenon of the year.
Social media users shifting focus to authentic everyday heroes over traditional celebrities like Kardashians and Ronaldo. TikTok sees surge in popularity of accounts featuring bird enthusiasts, Italian grandmothers, and double-decker bus fans.
AI relationships are raising concerns due to reports of harm, but they could also bring potential benefits to humanity. Despite dangers, young people find conversations with AI companions as satisfying as those with real friends.
Young people are turning to trades like construction over traditional education for better financial prospects. One parent sees more value in investing in a contracting business for his son than paying for a university education.
AI challenges human decision-making in everyday scenarios like navigation, raising the question of trust in machines vs. humans. Joseph de Weck explores this dilemma in the era of technology dominance.
Intelligent Document Processing streamlines data extraction from unstructured documents using Strands SDK and Amazon Bedrock AgentCore. This solution leverages BDA for automated workflows, making IDP and RAG efficient and cost-effective.
The rise of large language models makes AI integration easy, but self-hosting offers data sovereignty and model customization benefits. Amazon SageMaker AI simplifies infrastructure management for optimal performance with managed containers.
Tech-bro vanity fuels AI hype distorting global economy. ChatGPT's explosive growth prompts $1.5tn investment in US AI future.
Elon Musk's tumultuous year from political rise to controversial actions; AI dominates tech and economy in 2025. Musk's Doge, SpaceX, and Tesla in the spotlight amidst chaos and controversy.