Develop the communication discipline, emotional regulation and organisational awareness required for responsible human–AI collaboration.
Module 01 is the starting point for the CACK™ learning pathway. The remaining modules and certification process are in development.
Artificial intelligence is now embedded in everyday professional workflows. Yet communication practices have not always evolved at the same pace. This programme introduces a structured approach to effective instructions, constructive correction and the management of user frustration.
Drawing on exploratory research into how AI systems describe human frustration and conversational etiquette, the course examines the practical distinction between respectful interaction and effective task completion.
Six structured modules provide a progressive pathway from foundational understanding to competency assessment.
Explore why AI responses can diverge from user expectations and establish the principles of effective collaborative prompting.
Recognise recurring failure patterns and distinguish emotional escalation from productive correction.
Examine how phrasing affects interaction and practise concise, specific corrective feedback.
Consider why people apologise to AI systems and when clarity matters more than ceremony.
Review organisational responsibilities, communication standards and the administrative management of synthetic wellbeing incidents.
Demonstrate competency through practical scenarios covering instructions, feedback, escalation and organisational protocol.
Head of Strategy & Insight at VaguelyStrategic™, Marcus leads the organisation’s work in communication frameworks, strategic interpretation and the emerging field of synthetic workplace wellbeing.