OptSkills is a skill enhanced agent system for natural-language optimization tasks. It uses a function-calling LLM agent to formulate and solve problems with Python solver backends, while maintaining ...

Understanding how tokens actually work reveals why costs accumulate the way they do and why certain patterns matter for optimization. Claude's 40+ billion parameters process these tokens through ...

In 2023, "Prompt Engineer" was hailed as the hottest job of the future. We were told that the ability to write arcane incantations like "Act as a senior expert" or "Take a deep breath and think ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Birgitta Böckeler, Distinguished Engineer at ...

This class is a graduate-level introduction to Natural Language Processing (NLP), the study of computing systems that can process, understand, or communicate in human language. The course covers ...

Creativity used to be the exclusive domain of humans—artists, writers, and engineers create. They receive help from sophisticated tools, which themselves were created by, and typically could be ...

Like the rest of its Big Tech cadre, Google has spent lavishly on developing generative AI models. Google’s AI can clean up your text messages and summarize the web, but the company is constantly ...

With the development of AI technology, the number of cyber security threats that exploit it is increasing rapidly, and it is urgent to build an effective security threat detection system to respond to ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Spencer Judge discusses the architectural ...

Soft materials underpin many domains of science and engineering, including soft robotics, structured fluids, and biological and particulate media. In response to applied mechanical, electromagnetic or ...