Chronos-Bolt in AutoGluon-TimeSeries offers faster zero-shot forecasting than traditional models, outperforming statistical and deep learning baselines. Based on T5 architecture, it's 250x faster and 20x more memory-efficient than original Chronos models, delivering accurate predictions.
Cohere releases Rerank 3.5 via Rerank API on Amazon Bedrock, enhancing search relevance and content ranking capabilities for AWS customers. Reranking technology improves search results by analyzing semantic meaning, user intent, and business rules, benefiting ecommerce platforms and global organizations across various sectors.
MIT Associate Professor Catherine D’Ignazio applies data to social issues, empowering citizens with data-driven arguments. Her work on feminicide led to innovative AI tools and a book, "Counting Feminicide," raising awareness globally.
Marietje Schaake discusses the unprecedented power of big tech in her new book. She highlights how tech companies' influence spans across various sectors, unlike previous monopolies.
Developers at re:Invent 2024 face unique challenges of physical AWS DeepRacer racing. Transition from virtual to physical racing poses a significant challenge due to differences in environments and car capabilities.
DER SPIEGEL enhances news recommendations using Large Language Models (LLMs) for accurate predictions. Results show LLMs achieve 56% Precision@5, outperforming random recommendations.
ChatGPT surpasses scientists, raising concerns about AI's future. Drew Breunig categorizes AI into gods, interns, and cogs, highlighting potential existential threats.
Validate machine learning models with 12 methods. Choose the right one to ensure accurate predictions using existing data.
Concerns grow over environmental impacts of Large Language Models (LLMs). Example: Llama 3.1 405B by Meta requires massive resources, emits tons of CO2. OpenAI faces financial strain with inference costs nearly matching total revenue.
Multimodal embeddings merge text and image data into a single model, enabling cross-modal applications like image captioning and content moderation. CLIP aligns text and image representations for 0-shot image classification, showcasing the power of shared embedding spaces.
Storing tree data structures as lists simplifies node location. Converting full-list to condensed index trees requires explicit child indexes.
Start with the problem, not the solution. Avoid forcing chatbot solutions onto problems, focus on business processes first.
Open Food Facts uses Machine Learning to enhance its food database by reducing unrecognized ingredients, improving data accuracy. The project showcases the success of creating a custom model, outperforming existing solutions by 11%.
Major news organizations in Canada are suing OpenAI for allegedly using their articles to train ChatGPT without permission. The lawsuit seeks punitive damages and a share of profits, demanding an injunction against future use of the articles.
May loses her job to humanoid robots, undergoes experimental facial injection to evade them. Family copes with polluted environment, device addiction in a dystopian world.