BAI-OPTIMA

Major active project

BenAI OPTimal Individualised decision MAking foundational framework and algorithms based on future intelligence envisaged by BenAI

BAI-OPTIMA originated from Clinical Decision Support System and has the ambition to be a common decision making foundational framework for critical areas provided appropriate reasoning architecture found and generalised and domain knowledge imported.

Major Innovations

Maths

Decision logic (D-logic) extends traditional classification based decision-making

Architecture

• The GID model: a prediction module + rules module + a utility function + an rule-enforcement-module
• Enabling small dataset training and limited generalisation by introducing rules and partial knowledge

Algorithms

• The logic-MCUR algorithm: logic plus Multiple Criteria decision analysis within Uncertain Range, implementation of D-logic
• The DONDE algorithm: model-agnostic AI explainability
• The DEENA algorithm: extract domain data/rules from domain corpus described in natural language
• The SIR algorithm: find similar cases

More details in BAI-OPTIMA.pdf