Ferret-UI 2 is a multimodal large language model (MLLM) designed to interpret, navigate, and interact with UIs on iPhone, Android, iPad, Web, and AppleTV. It enhances UI comprehension, supports high-resolution perception, and tackles complex, user-centered tasks across these diverse platforms. Core Architecture: Multimodal Integration The foundational architecture of Ferret-UI 2 integrates a CLIP ViT-L/14 visual...
Author: Martin Treiber
HAIR: The Evolution from HR to Human-AI Resource Management
I've observed a fair amount of shifts in business and organisational transformations over the past two decades. However, I'm witnessing what might be the most significant transformation yet: the emergence of HAIR (Human-Artificial Intelligence Resources). This isn't just an evolution of traditional HR—it's a fundamental reimagining of how organizations develop, deploy, and optimize their human...
Computer Use: How autonomous agents start to take over your computer
Anthropic's Claude 3.5 Sonnet introduces a new feature - the ability to control a user interface through an approach called "computer use". This feature, currently in beta, allows the model to interact with computer desktops in a way reminiscent of a human user, marking a significant leap in AI capabilities. Computer Use Traditional Large Language...
Cognitive Prompting: Unlocking Structured Thinking in AI
Artificial Intelligence (AI) is evolving, especially with the introduction of large language models (LLMs) capable of solving tasks that require complex reasoning. However, while LLMs excel at generating coherent text and processing large amounts of information, they often struggle to tackle multi-step reasoning tasks that come naturally to humans. Enter cognitive prompting, a structured approach...
LLMs in Your Pocket: An Overview of CAMPHOR by Apple
While Large Language Models (LLMs) have demonstrated remarkable capabilities in understanding and responding to complex queries, their reliance on server-side processing poses significant challenges for mobile assistants. These challenges primarily revolve around two key issues: Privacy: Mobile assistants frequently require access to sensitive personal information to provide accurate and relevant responses. Storing and processing this...
How an AI Meme Coin Became a $150 Million Phenomenon
In a world where artificial intelligence (AI) is often feared for its potential to disrupt industries, control markets, or even outsmart humanity, a bizarre and fascinating experiment has emerged—one that highlights both the unpredictable power of AI and the strange culture it can foster. It all began with an experiment by AI researcher Andy Ayrey,...
The Inflection Point: How AI is Redefining Programming Careers
We're at an inflection point in the world of software development—a moment in time when the impact of AI on the job market is no longer speculative, but tangible. The rapid evolution of AI-powered coding tools, particularly models like OpenAI's latest releases, is reshaping how we think about programming. And it's not just about speeding...
Best Practices for AI Implementation
The implementation of AI solutions within a business environment presents a unique challenge. While the allure of "best practices" offers a seemingly clear pathway to success, a rigid adherence to fixed rules in the dynamic and rapidly evolving world of AI is counterproductive. The very nature of AI necessitates a more adaptable and fluid approach,...
Prompt Optimisation with OpenAIs Meta-Prompt
OpenAI has just dropped a Meta-Prompt. It's designed to make crafting and fine-tuning prompts for language models a whole lot easier. The promise? To save you time and effort while boosting the quality of your AI-driven instructions. Sounds like a win-win, right? Here’s the deal: the Meta-Prompt is baked right into OpenAI’s Playground, where it...
Unmasking the Mathematical Minds of LLMs: Are They Really Reasoning?
Large language models (LLMs) have stormed onto the scene, dazzling us with their linguistic prowess and seeming intelligence. From crafting creative text formats to tackling complex coding challenges, they've left many wondering: are these machines truly thinking? The spotlight, in particular, has fallen on their mathematical reasoning abilities, with many claiming these models are on...
