One of the key factors driving the growth of Large Language Models (LLMs) is in-context learning (ICL), a unique learning paradigm that allows LLMs to adapt to new tasks by processing examples provided directly within the input prompt. This article breaks down the intricacies of ICL, exploring its mechanisms, benefits,
Large language models (LLMs) are revolutionizing how we interact with technology, but their complexity introduces unique challenges for developers. Ensuring LLMs perform reliably and efficiently requires robust observability—the ability to understand and diagnose their behavior. This article compares the best tools for measuring LLM observability, examining their key features
As AI systems become more sophisticated and integrated into our daily lives, the need for robust, reliable, and comprehensive evaluation tools becomes increasingly critical. AI evaluation tools enable developers, researchers, and organizations to assess the performance, identify weaknesses, and ensure the ethical and responsible deployment of AI models. This article
While both DeepSeek V2 and Coder V2 leverage DeepSeek's innovative Mixture-of-Experts (MoE) architecture, DeepSeek V2 is a versatile, general-purpose language model excelling in both natural language processing and code generation, whereas Coder V2 is specifically designed and optimized for a wide array of coding tasks Table of Contents
OpenAI's upcoming o3 and DeepSeek's r1 represent significant advancements in the domain of reasoning models. Both models have garnered attention for their impressive performance on various benchmarks, sparking discussions about the future of AI and its potential impact on various industries. From what we know, OpenAI&
DeepSeek, a new Chinese AI company that released r1, is turning heads and this is a comprehensive blog to learn about its implications. Founded in late 2023 by Liang Wenfeng—a serial entrepreneur who also runs the hedge fund High-Flyer—DeepSeek is now a major AI player. Its models are
Large language models (LLMs) have transformed the way we interact with artificial intelligence. From seeking advice to brainstorming ideas, these models have become invaluable tools in various aspects of life. However, discussing personal matters with LLMs introduces concerns about data privacy, especially when using cloud-based solutions. Fortunately, there are LLMs
OpenAI and DeepSeek are emerging leaders when it comes to building frontier LLMs, each unveiling groundbreaking models designed for complex reasoning and problem-solving called o1 and r1. OpenAI's o1 is a model that excels in complex reasoning for scientific and professional tasks, while DeepSeek's R1 model
Has GPT 4.5 been released? As of January 2025, OpenAI has not released GPT-4.5. They also have not announced any plan to launch GPT 4.5 publicly. In this article, we’ll explore everything we know about the potential new model, breaking down the likely improvements, and speculating
AI agents are reshaping technology by automating tasks and offering intelligent solutions across industries like healthcare, finance, manufacturing, and more. These systems are becoming integral to modern workflows due to their ability to analyze data, make decisions, and enhance efficiency. This article outlines key concepts, practical steps for building AI
What is Grok 2? Grok 2, developed by xAI, is a frontier LLM available in the same ways as GPT-4o, Claude 3.5, and Gemini 1.5. Grok 2 is accessible through multiple platforms. You can access Grok on x.com, grok.com, via API, or through their standalone app
Has Gemini 3 been released? As of January 2025, Gemini 3 has not been released. In fact, it hasn't even been announced. Gemini Ultra 1.0 was released to the public in December 2023. Google quickly followed up with Gemini 1.5 in February 2024. Since then, Google