Levels of Intelligence – Prolog’s Role in the LLM Era, Part 6

This episode of Prolog’s Role in the LLM Era explores parallels between human intelligence and Prolog, applying the concept to biological systems and artificial systems encoded in Prolog. It explores four levels of intelligence—simple, robust, iterative, and decoupled recognition and action—and relates them to biological and artificial recognition and decision-making processes, showcasing the potential power of using Prolog in AI systems.

Playing with Prolog – Prolog’s Role in the LLM Era, Part 3

This blog series explores the synergy between Prolog's deterministic rules and Large Language Models (LLMs). Part 1 and 2 set the stage and discussed using Prolog alongside LLMs and Knowledge Graphs. A practical use case demonstrates how Prolog, aided by LLMs, can make meaningful contributions to AI systems. The series hopes to reignite interest in Prolog.

Prolog’s Role in the LLM Era – Part 1

The content is a comprehensive exploration of the relationship between Prolog and LLMs (Large Language Models), detailing their differences, strengths, and potential synergies in the field of AI. It discusses the distinctive attributes of Prolog as a deterministic knowledge base and its contrast with LLMs, illustrating scenarios where each excels. The content also delves into the potential of ChatGPT to assist in authoring Prolog and creating logical, methodical systems. Additionally, it references the emergence of the GPT Store, as a manifestation of the original idea of "separation of logic and procedure". The overall tone of the content is informative, educational, and forward-thinking, and it serves as a valuable resource for understanding the intersection of traditional logic-based AI and modern LLMs.

The Magic of the Whole is Greater than the Sum of Its Parts

Prelude If businesses were people, they would lumber about in a vaguely purposeful manner like zombies. That's due to the top-down, military-style hierarchies of modern corporations that result in integration of information only at the top and only to a limited extent below. Imagine Gepetto the CEO (external puppet master) of Pinocchio. Pinocchio is managed through strings from … Continue reading The Magic of the Whole is Greater than the Sum of Its Parts →