Alibaba’s Babel Multilingual LLM – Technical Architecture and Analysis

1. Technical Architecture Overview and Design: Alibaba’s Babel is an open-source multilingual large language model (LLM) developed to bridge language gaps in AI. It covers the top 25 most-spoken languages, collectively spoken by over 90% of the global population (Babel – Open Multilingual Large Language Models Serving Over 90% of Global Speakers). Babel’s core architecture […]

Agentic Retrieval-Augmented Generation (RAG): A Comprehensive Report

Agentic Retrieval-Augmented Generation (RAG) represents a significant advancement in AI technology, combining large language models (LLMs) with intelligent retrieval mechanisms. This paradigm shift enables systems to dynamically manage information retrieval, enhancing decision-making and problem-solving capabilities. This report explores the latest advancements in Agentic RAG, including enhanced decision-making, multi-modal retrieval, and multi-agent systems, and discusses their […]

From Meta Data Scientist to Solopreneur: Mandy’s Journey and Advice for Aspiring Data Scientists

In a recent conversation, Egor Howell spoke with Mandy, an ex-data scientist from Meta and current solopreneur, about her journey and advice for those looking to break into or advance in the field of data science. Mandy’s path is an inspiring one, moving from economics to tech, with roles in Beijing and London, before landing […]

Google’s Data Science Agent with Gemini 2.0: Revolutionizing AI-Powered Data Analysis in Colab

Google’s Data Science Agent, powered by the advanced Gemini 2.0 model, represents a significant leap in automating and enhancing data analysis workflows within Google Colab. This tool is designed to simplify complex data tasks, making data science more accessible and efficient for users across various skill levels.​ Key Features: Gemini 2.0 Capabilities: The integration of […]