Graph Convolutional Networks (GCNs) and Graph Attention Networks (GATs) have limitations with large graphs and changing structures. GraphSAGE offers a solution by sampling neighbors and using aggregation functions for faster and scalable training.
GitHub Actions, a CI/CD tool, is not just for software - it automates data workflows, from setting up environments to deploying ML models. Free and easy to use, it offers pre-built actions and community support for automating tasks within repositories.
Attention mechanism, crucial in Machine Translation, helps RNNs overcome challenges, leading to the rise of Transformers. Self-attention in Transformers involves key, value, and query vectors to focus on important elements within a sequence.
Support Vector Regression (SVR) and Support Vector Machine (SVM) were popular in the 1990s but have limitations. SVR's complexity and scalability issues are addressed by the kernel trick, with the radial basis function being a common choice. Training SVR models requires specialized algorithms like sequential minimal optimization (SMO), and attempts to use evolutionary optimization have not been...
MIT's Pattie Maes awarded 2025 ACM SIGCHI Lifetime Research Award for human-computer interaction contributions, advocating for human-centered AI integration. Maes' pioneering work in software agents and wearable devices shapes today's online experience, emphasizing ethical design and human experience enhancement.
OpenAI partners with SoftBank to achieve 'artificial super intelligence' surpassing human capabilities, raising $40bn in the largest startup funding round ever. The collaboration aims to advance AI research towards AGI, emphasizing the necessity of significant computing power.
Amy reflects on her journey from unemployment to finding new identities. Transitioning from data science to machine learning engineering, she shares valuable lessons and insights on adapting to changing job market demands.
The enterprise AI landscape is evolving rapidly, with Deloitte predicting a surge in AI agent deployment by 2027. CrewAI's framework, combined with Amazon Bedrock, enables the creation of sophisticated multi-agent systems revolutionizing business operations.
AI is a tool, not a genius, reshaping storytelling with collaboration. It can provoke feeling and lead to knowing in the writer.
Ministers halt funding for AI cancer tech in England, risking longer waiting times and patient deaths. Radiotherapy contouring crucial for effective treatment and minimizing damage to healthy tissues.
Supply Chain Analytics is crucial in navigating disruptions and uncertainties in supply chains. Samir Saci shares insights and practical case studies in his comprehensive Supply Chain Analytics Cheat Sheet to help improve profitability and optimize operations.
Leading UK designers, including Tom Dixon and Sebastian Conran, criticize government's AI opt-out proposal. Proposal to allow AI companies to use copyrighted work without permission sparks backlash from creative industry icons like Sir Paul McCartney and Kate Bush.
ChatGPT gained one million users in five days, sparking interest in AI. Foundation models are key to understanding generative AI's capabilities and applications.
Authors including Richard Osman, Kazuo Ishiguro, Kate Mosse, and Val McDermid urge UK government to hold Meta accountable for using copyrighted books in AI training. They request Lisa Nandy to summon Meta executives to parliament.
Serbian college student Ana Trišović credits MIT OpenCourseWare with transforming her career, leading her to become a research scientist at MIT's FutureTech lab. Trišović's journey from learning Data Analytics with Python to studying AI democratization showcases the impact of open learning resources on her interdisciplinary research.