Amazon EKS and Bedrock create scalable, secure RAG solutions for generative AI apps on AWS, leveraging additional data for accurate responses. Using EKS managed node groups, the solution automates resource provisioning and scales efficiently based on demand, enhancing performance and security.
AI training data may not represent Australia's diversity, posing discrimination risks in job interviews. Videos of faulty AI recruiters on TikTok highlight the issue.
New technology FaceAge.Age uses selfies to scientifically assess aging, promising a simple way to track changes over time. This innovative approach could revolutionize how we monitor our aging process.
Audible, an Amazon brand, will introduce over 100 AI-generated voices for audiobooks in multiple languages. AI technology will be used for narration, with translation capabilities to come, offered to select publishers.
Big tech companies exploit human language for AI gain, pushing for trust in products as collaborative tools. Author questions portrayal of book with ChatGPT assistance, highlighting caution against using large language models for self-expression.
Hardware choices and training time impact energy, water, and carbon footprints during AI model training. Longer training time can decrease energy efficiency by 0.03% per hour, highlighting environmental costs of AI adoption.
AI-powered robots showcased at Automate by KUKA, Standard Bots, UR, and Vention, utilizing NVIDIA technologies for industrial automation. NVIDIA's synthetic data blueprint accelerates robot training process, revolutionizing how robots are developed for various tasks.
Article explores data leakage in Data Science, emphasizing examples over theory. Identifies types of leakage like Target Leakage and Train-Test Split Contamination, providing fixes for each.
WebAssembly extends browser capabilities beyond HTML, CSS, and JavaScript. Pyodide library enables running Python code in the browser, benefiting data scientists and ML professionals.
Model Context Protocol (MCP) is essential for integrating custom tools with Claude Desktop, providing a centralized way to manage tools across multiple interfaces. Compared to traditional methods like RAG, MCP allows for seamless integration without the need to build a custom server from scratch.
Ukrainian President invites Pope Leo XIV to Ukraine, urging media to end polarizing language. Leo advocates for responsible use of artificial intelligence in journalism.
Recent large language models like OpenAI's o1/o3 and DeepSeek's R1 use chain-of-thought (CoT) for deep thinking. A new approach, PENCIL, challenges CoT by allowing models to erase thoughts, improving reasoning efficiency.
Amazon Q Business offers scalable AI assistance for IT support teams, enhancing productivity with natural language understanding and personalized responses. By integrating with Jira and customizing knowledge bases, Amazon Q streamlines troubleshooting processes, reducing time and effort for resolving IT challenges.
House of Lords backs amendment to data bill, forcing AI companies to disclose use of copyrighted material, against government wishes. Peers demand transparency in AI models, a blow to government's plans for copyright protection.
Automated workflows often need human approval; a scalable manual approval system was built using AWS Step Functions, Slack, Lambda, and SNS. The solution includes a state machine with a pause for human decision and a Slack message for approval.