Agentic AI AcademyProfessional AI Education

Research identity

LLMography

Dr. Mohammed Bousmah, PhD is the founder and creator of LLMography.

Concept

LLMography is a framework introduced by Dr. Mohammed Bousmah for documenting the trajectory of Human–AI interaction. By analogy with bibliography and webography, it treats conversation history as a structured trace of co-production — recording prompts, responses, corrections, validation, and related process signals — so that provenance, human direction, AI dependency, and auditability can be examined beyond the final output alone.

Guiding idea: in the AI age, outputs alone are not enough — the history of interaction matters.

Connection to the Academy

Research credibility informs curriculum depth.

The Academy translates decades of rigorous inquiry — from early work on distance education and multi-agent learning systems in the early 2000s, through agents and intelligent environments, to today’s agentic AI and LLMography — into a structured professional learning experience.

Research resources

Selected references from Google Scholar. Each listing leads with Dr. Mohammed Bousmah.

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Selected related publications

Links point to Google Scholar, arXiv, or publisher DOI records. The complete list is maintained on the Scholar profile.

Learn more about the Academy founder on the About page.