But, modelling should not exclusively be informed by Prescriptive Analytics alone. Instead, what we need is modelling connected to a world outside of stored data.
In addition, we need modelling to capture and record human reasoning. Why? Because human reasoning is flawed. Why? Because we humans have biases.
Houston We Have software methodology is a bayesian reasoning framework regulated by Subjective Logic Calculus – a rigorous form of calculus framed within a robust methodology to capture human insight and yet also mitigate human bias.
This means, Houston We Have a place to record your reasoning approach and connect it to the outside world to:
- test it
- polish it
- reuse it
- expand it
- generate hypotheses
- minimise false positives
- identify and consider counterfactuals
- track uncertainty
- Etc. etc.
In a world of fear and uncertainty, risk mitigation brings certainty and Houston We Have Human-Centred AI brings certainty without bias.