NEWS IN BRIEF: AI/ML FRESH UPDATES

Get your daily dose of global tech news and stay ahead in the industry! Read more about AI trends and breakthroughs from around the world

Mastering Complex Planning Challenges with LLMs

MIT researchers developed a framework guiding ChatGPT to efficiently solve complex planning problems with an 85% success rate, outperforming baselines. This versatile approach could optimize tasks like scheduling airline crews or managing machine time in factories, revolutionizing planning assistance.

UK government's AI copyright bill controversy

UK gov't pledges economic impact assessment to address concerns from MPs, peers, and creatives like Paul McCartney. Proposal criticized by McCartney, Tom Stoppard, Kate Bush for AI companies to use copyright-protected work without permission.

Optimizing with PSO and EO

Algorithm combining PSO with EO, EPSO, performs similarly to PSO and EO, not significantly better. Slow for practical use, but shows promise in training a KRR prediction system.

Centralizing AI Model Inference: The Key to Efficiency

AI models are replacing traditional algorithms in algorithmic pipelines due to their higher resource requirements. Centralized inference servers may improve efficiency in processing large-scale inputs through deep learning models, as shown in a toy experiment using a ResNet-152 image classifier on 1,000 images.

Adapting Graph Neural Networks: GraphSAGE in Action

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.

Thinktank warns UK on AI laws

Tony Blair Institute advises UK to relax copyright laws for AI innovation, warns of strain on US relations and potential tariffs. Enforcing stricter licensing rules may threaten national security interests, says thinktank.

Mastering GitHub Actions for Data Workflow Automation

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.

OpenAI Secures Record-Breaking Deal with SoftBank

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.

Building Attention Mechanism from Scratch

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.

Pattie Maes Honored with Lifetime Research Award

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.