Skip to Content

Models employed

The experiments combine complementary lenses rather than claiming that one model explains every situation.

P0–P4 progression

Describes increasing maturity from unexamined response through repeatable, evidence-led adaptation.

Read P0–P4

MAPE-K

Structures feedback as Monitor, Analyse, Plan and Execute around shared Knowledge.

Read MAPE-K

Cynefin

Helps choose action appropriate to clear, complicated, complex, chaotic or confused contexts.

Read Cynefin

Together, the models distinguish capability maturity, feedback mechanics and situational sense-making. Their use is declared in run provenance so readers can see which lens influenced an experiment. They are aids to inquiry, not automated authority, and outputs remain synthetic until reviewed through the programme’s explicit promotion process.