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.
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.
Shira Perlmutter, head of US copyright office, fired after AI fair use report. Librarian of Congress also dismissed.
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.
WebAssembly extends browser capabilities beyond HTML, CSS, and JavaScript. Pyodide library enables running Python code in the browser, benefiting data scientists and ML professionals.
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.
Ukrainian President invites Pope Leo XIV to Ukraine, urging media to end polarizing language. Leo advocates for responsible use of artificial intelligence in journalism.
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.
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.
Training linear SVR is challenging due to its non-calculus differentiable loss function, leading to the exploration of PSO over evolutionary algorithms. Using PSO for linear SVR training yielded superior results, showcasing the importance of parameter tuning for optimizing predictive models.
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.
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.
Tech CEOs aim to automate all labor with AI, capturing workers' salaries. Founder of Fairly Trained warns of elite's determination to replace human workers.
Dr. Roman Raczka warns against AI therapy chatbots replacing human support in mental health care, highlighting the importance of genuine human interaction. While AI offers benefits, concerns about data privacy and dependency on technology persist, yet it can provide a valuable 24/7 anonymous space to complement in-person mental health services.
AI is not yet reliable for work tasks, despite its potential. Tim Cook from Apple highlights AI's role in efficiency and growth.