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Bousmah Group

LLMography

Research and technology for auditable human–AI decision-making.

Overview

LLMography is a research-led technology company focused on auditable human–AI intelligence.

Its published research sets out a scientific and technical framework for reconstructing the decision trajectories formed when people and AI systems work together. The LLMography platform is offered as a research preview based on that framework, which draws on the academic work of Dr. Mohamed Bousmah, PhD.

Activities

  1. 01Reconstruction of human–AI decision trajectories from interaction traces
  2. 02Provenance records for prompts, interventions, tool use and verification
  3. 03Published research on loop- and graph-structured decision systems

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