The AI Industry Is Splitting Over Open Models: Freedom vs Control

Artificial intelligence has created a new debate inside the technology industry. It is not only about who builds the most powerful AI model. It is about something deeper: Who should control access to these models? Some companies believe AI should become more open, allowing developers and researchers to inspect, modify, and build on powerful models. … Read more

What AI Fine-Tuning Means (and Why It Does Not Create a New AI)

When people hear that a company has trained an AI model, they often imagine an AI learning from documents and becoming an expert. Modern AI development is more complex. Fine-tuning allows developers to adjust an existing AI model so it performs better for a specific type of task. Fine-tuning changes how an AI behaves. It … Read more

What AI Reasoning Means (and Why AI Does Not Think Like Humans)

When people use AI assistants, they often describe the process as thinking. Modern AI models can solve problems, explain concepts, write code, and analyze information. But AI reasoning is not the same as human thinking. What Is AI Reasoning? AI reasoning refers to an AI system’s ability to analyze information, follow steps, recognize patterns, and … Read more

What Embeddings Are, in Plain English (and Why AI Uses Them)

When people hear how AI systems understand text, they often imagine something similar to a search engine. Modern AI systems use a technology called embeddings. An embedding is a way of turning information into numbers so an AI system can compare meaning. What Is an Embedding? An embedding is a collection of numbers that represents … Read more