Here's my take on where AI is headed and why subject matter experts, not ML engineers, will be the ones building the next generation of AI applications. Most of this comes from the podcast above. The Big Picture One of the main predictions I base a lot of
My technically curious dad just asked if Deepseek is a game changer. It's a fair question that gets at the heart of what's happening in AI right now. What's Really Going On Deepseek is good. They've built the best open-source model out
What we can learn from o1 models and "Thinking Claude" The AI landscape has shifted dramatically. We now have access to both "smart" and "dumb" models, where smart model families o1 take time to think and reason before answering. But here's where
Introduction Every day, organizations collect data through forms. Employee onboarding, customer intake, surveys - they all present users with walls of input fields and validation messages. It's tedious, impersonal, and often frustrating. But what if we could make this experience feel more natural? What if filling out forms
What makes one prompt more effective than another? And how can we quantify and document those differences? That's where prompt evaluations come in. Prompt evaluations are a way for you to assess and refine the inputs (prompts) you provide to an AI model, resulting in improved performance. Whether
In the fast-evolving world of AI, the debate between agents and workflows is becoming increasingly relevant. Businesses and their coterie of developers and prompt engineers are exploring how these two approaches can enhance their projects. But what exactly are agents and workflows, and which is right for your use case?
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
Traditional regression models like linear regression and random forest are tried and true. We know how they work and they're easy to audit. Not always so with large language models (LLMs) like Chat GPT, Claude, or Gemini, though that certainly hasn't stopped anyone from using them,
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