Anthropic’s Claude 3.7 Sonnet and OpenAI’s O1 represent the latest advancements in AI reasoning, pushing the boundaries of mathematical logic, coding proficiency, and scientific analysis. While Claude 3.7 Sonnet boasts an adaptive reasoning approach optimized for real-world applications, OpenAI O1 is engineered for rigorous multi-step problem-solving
New LLMs emerge frequently, each boasting improvements in performance, cost-effectiveness, or specialized capabilities. As a prompt engineer, how can you harness the power of these advancements without being locked into a single model or constantly rewriting your prompts? The answer lies in model-agnostic prompts. Model-agnostic prompts are versatile instructions designed
Artificial intelligence has rapidly evolved, with large language models (LLMs) and other generative AI tools becoming increasingly accessible. But to truly harness the power of these models, from ChatGPT to image generators, you need to master the art of the prompt. This guide provides a comprehensive overview of prompt engineering,
On February 17th, xAI’s Grok 3 made its debut into the world, to much fanfare. In a livestream demo, it was revealed that Grok 3 is being deployed with a reasoning model. So, it’s natural to want to compare it with other, similar reasoning models such as OpenAI’
Prompt chaining is an AI technique that enhances the capabilities of large language models (LLMs). It involves breaking down a complex task into a series of interconnected prompts, where the output of one prompt becomes the input for the next. This structured approach guides the LLM through a more nuanced
Have you ever wondered how Large Language Models (LLMs) fine-tune their responses to be more creative or focused? The answer lies in understanding the "temperature" setting. This comprehensive guide will look into the intricacies of temperature in LLMs, exploring its impact, applications, and best practices. What is Temperature
Has OpenAI GPT-5 Been Released? As of February 21, 2025, OpenAI has not yet released GPT-5, but Sam Altman has confirmed that it is coming "in months, not weeks." While the exact release date remains unknown, OpenAI has outlined a clear roadmap for its next-generation AI systems. Before
"Evals are your company's intellectual property" - Alexander Bricken at AI Engineer Summit I recently attended Anthropic's talk at AI Engineer Summit, and it offered fascinating insights into how one of the leading AI companies thinks about building robust AI systems. Here are my
As of May 22–23, 2025, Anthropic has officially released two variants of Claude 4—Claude Opus 4 and Claude Sonnet 4—bringing hybrid reasoning, extended thinking, and frontier coding capabilities to production users. Claude Opus 4 is positioned as the most intelligent and capable model in the Claude family,
Large language models (LLMs) are only as good as the data they are trained on. Effective dataset management is crucial for improving model accuracy, efficiency, and adaptability. From curating high-quality datasets to versioning and optimizing prompts, robust dataset management tools play a key role in fine-tuning AI systems for better
OpenAI and DeepSeek are emerging as dominant players in the development of advanced language models, each bringing distinct strengths to the table. Their latest models, OpenAI's O1 and DeepSeek's R1, represent significant strides in AI reasoning and problem-solving. While OpenAI's O1 is engineered for
OpenAI's Model Spec tells us a lot about how the company thinks about prompt engineering. Let's explore it and see how to use it in your daily prompting. The Three-Layer Approach The Model Spec uses three layers: objectives, rules, and defaults. This structure makes prompts more