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.
AI could undermine democracy by replacing human labor, says Simon Steyne. David Hardiman argues revolution may come from across the class divide, not just working-class militancy.
Elton John supports Paul McCartney in defending copyright laws, urging new rules to protect artists' livelihoods from tech companies. Proposed amendments aim to extend copyright protections in the UK ahead of a crucial House of Lords vote.
Amazon introduces Nova Canvas and Nova Reel for image and video generation, transforming text and image inputs into custom visuals for professional and personal projects. Effective prompts are key to unlocking the full potential of these models, guiding users on how to communicate their vision effectively for optimal results.
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'.
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.
China's DeepSeek unveils R1 AI rivaling OpenAI at fraction of cost. Unregulated competition raises catastrophe risk, challenges US dominance.
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.
New AI-generated executive summaries simplify the world, removing complexities. Google searches now offer machine-generated replies before real-world links.
Paul McCartney warns AI could harm artists if copyright law changes. Proposals may hinder creativity.
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.
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.
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.
AI technologies like Amazon Lex and Amazon Bedrock are transforming customer experiences, reducing handle times, and enhancing self-service tasks. Integrating LLMs with Amazon Lex and Bedrock improves intent classification and slot resolution, ensuring accurate customer interactions.