Researchers have developed a system called DEJAVU that predicts contextual sparsity in large language models (LLMs), enabling faster inference without compromising quality. DEJAVU achieves significant reduction in token generation latency without accuracy loss compared to existing models. The system uses lightweight learning-based algorithms to accurately predict sparsity. DEJAVU shows promise in improving the efficiency of…

This article explains the concepts of selections in Evolutionary Algorithms (EAs). It covers topics such as value proposition, definitions of phenotypes, genotypes, fitness, population, recombination, mutation, and survivor selection. The article also discusses the parent selection process in EAs and introduces two methods: roulette wheel selection and tournament selection. The next article in the series…

The Prithvi-100M Geospatial AI Foundation Model, developed by IBM and NASA, is a flexible deep learning algorithm trained on NASA satellite data. It can be applied to various tasks such as flooding and crop type identification. The model uses a combination of a vision transformer and a masked autoencoder architecture. It has been trained on…

The author discusses their reasons for learning JavaScript as a data scientist. They highlight two main reasons: building visualizations with D3.js and becoming a “full stack data scientist.” They argue that learning JavaScript expands their programming skills and allows them to work with different parts of the tech stack. They acknowledge that JavaScript may not…

The text outlines five strategies for transforming a Data Science practice to a Senior role. These strategies include re-thinking the finish line, knowing stakeholders, generating opportunities, mastering processes, and becoming a teacher. The author emphasizes the importance of technical skills, business understanding, stakeholder engagement, process improvement, and mentoring as key factors for success as a…

Researchers conducted a study to assess ChatGPT’s morphological abilities in four languages (English, German, Tamil, and Turkish). The findings showed that ChatGPT falls short compared to specialized systems, particularly in English. The study highlights the need for more research into morphological capabilities of large language models and cautions against claims of human-like language skills. German…

Researchers have developed a comprehensive formal planar geometry system called FormalGeo, which allows AI models to solve complex geometry problems in a human-readable and verifiable manner. They have also created the FGPS solver and the FormalGeo7k dataset for AI integration. The study emphasizes the importance of mathematical formalization and discusses the role of AI in…

Elon Musk has announced the upcoming launch of xAI’s proprietary chatbot, Grok. Designed for conversational question-answering, Grok will have real-time access to information through the X database. Musk mentioned that Grok may avoid certain sensitive questions and has a sarcastic and humorous programming. Early access to Grok will be available to subscribers of X’s Premium…

This article provides an overview of how neural networks are trained and learn patterns in data. It explains the concepts of forward pass and backpropagation, and discusses the architecture and structure of neural networks. The article also includes examples and equations to illustrate the process. It concludes by mentioning the use of deep learning libraries…

Elon Musk’s artificial intelligence startup xAI is set to launch its first AI model this Saturday to a select group. Musk, who previously founded OpenAI, believes that xAI’s new model is superior and plans to make it accessible to subscribers of X Premium+. xAI collaborates with Tesla and other companies to expand its reach.