Guide to classifying sensor data using UCI HAR dataset with TS-Fresh & scikit-learn. Learn how to extract insights from time-series data for human activity recognition.
Government AI prototypes for welfare system face setbacks, including concerns about DWP using AI to read benefit claimant correspondence. Pilots for staff training, jobcentres, and disability benefit payments not moving forward, hindering Keir Starmer's efficiency efforts.
Prof Stephen Hawking warned about dangers of AI growth. France and India to host summit on AI safety standards.
DWP considers AI for handling 25,000 daily letters and emails from vulnerable benefit applicants. UK welfare system drops AI prototypes due to 'false starts'.
China's DeepSeek unveils R1 AI rivaling OpenAI at fraction of cost. Unregulated competition raises catastrophe risk, challenges US dominance.
New AI-generated executive summaries simplify the world, removing complexities. Google searches now offer machine-generated replies before real-world links.
Insurance coverage denials on the rise in the US due to AI algorithms; new AI tools generate automatic appeals. Health experts call for system reform to control prices and improve coverage.
Paul McCartney warns AI could harm artists if copyright law changes. Proposals may hinder creativity.
Startup Station A, founded by MIT alumni, simplifies clean energy deployment for businesses. The platform offers a marketplace for analyzing, bidding, and selecting providers, partnering with major real estate companies to reduce carbon footprints.
Machine learning boosts mobile advertising and gaming industries with neural networks for click prediction. Top players like Applovin are investing billions in user acquisition, migrating to deep learning for enhanced performance.
Generative AI applications like AI-powered assistants require thorough security assessments before deployment, focusing on mitigating security risks. Using the OWASP Top 10 framework, AWS offers a scoping matrix to help assess and secure generative AI applications, ensuring protection against novel threats.
Pope Francis urges Davos leaders to closely monitor AI's impact on humanity's future, warning of a potential truth crisis. Governments and businesses advised to exercise caution and vigilance in navigating the complexities of artificial intelligence.
Leading companies like Microsoft, Oracle, and Snap are utilizing NVIDIA's AI inference platform for high-throughput and cost-effective AI services. NVIDIA's advancements in software optimization and the Hopper platform are revolutionizing AI inference, delivering exceptional user experiences while optimizing total cost of ownership.
Israel increased use of Microsoft cloud & AI tech during Gaza bombardment, deepening defense ties post-2023 with $10m in deals for support.
Generative AI models like AlphaFold and RFdiffusion are transforming drug discovery by predicting molecular structures. MIT's MDGen offers a new approach, simulating dynamic molecular movements efficiently to aid in designing new molecules for diseases like cancer.