Developing Machine Learning models is like baking - small changes can have a big impact. Experiment tracking is crucial for keeping track of inputs and outputs to find the best-performing configuration. Organizing and logging ML experiments helps avoid losing sight of what works and what doesn't.
PCA is used to reduce dimensionality and cluster Taipei MRT stations based on hourly traffic data. Insights on traffic patterns and clustering reveal similarities in passenger proportions throughout the day.
Microsoft unveils GPT-4-based AI for US intelligence agencies, allowing secure analysis and chatbot interactions. The AI model addresses data security concerns, but officials must beware of potential misuse due to AI limitations.
Transfer learning in AI includes one-shot, few-shot, zero-shot, and fine-tuning methods. Techniques like Siamese network and MAML enhance learning efficiency.
New AI program aids in creating better disability support plans to reduce restraints and seclusion on individuals with disabilities. Promoting Positive Behaviour Support Practice program aims to guide carers and support workers in responding to challenging behavior respectfully and constructively.
OpenAI emphasizes the importance of quality data for AI models, stating access to copyrighted materials is crucial for training. Some publishers are selling data while others are restricting access, highlighting the value of news publishers' vast datasets.
MechE students showcase innovative work in robotics, bioengineering, and sustainable energy. From democratizing design with generative AI to protecting marine life and generating water from air, the future of Mechanical Engineering is limitless.
Stanford NLP introduces DSPy for prompt engineering, moving away from manual prompt writing to modularized programming. The new approach aims to optimize prompts for LLMs, enhancing reliability and efficiency.
Florida resident Onur Aksoy sentenced to 78 months for $100 million counterfeit scam targeting US military, must pay $100 million restitution to Cisco. Aksoy used fake Cisco gear and packaging, operated through 19 companies and multiple online storefronts.
Head coach Jon Lewis credits AI for aiding in Ashes draw, using technology for squad decisions and team balance. London-based PSi assists in selection for England Women's team, enhancing in-game match-ups.
Use RAGAs framework for hyperparameter optimization to enhance RAG system quality. Rigorous evaluation crucial for success, surpassing generic LLM benchmarks.
AI tools used by researchers in Silicon Valley deciphered an ancient papyrus revealing Plato's final resting place in Athens. The discovery sheds new light on the legendary Greek philosopher's life and legacy.
Time series regression is challenging, with various techniques available. Recent research explores using neural networks like transformers for forecasting accuracy.
Ransomware attack on ChangeHealthcare disrupts supply chain, highlighting vulnerability in corporate security cultures. MIT and HPI researchers aim to improve cybersecurity across supply chains to combat increasing data theft and ransomware attacks.
MIT's Jonathan Ragan-Kelley pioneers efficient programming languages for complex hardware, transforming photo editing and AI applications. His work focuses on optimizing programs for specialized computing units, unlocking maximum computational performance and efficiency.