Working With AI 12 min read
Writing Effective Prompts for Generative AI
A practical guide to writing clearer prompts for generative AI, with an emphasis on context, constraints, and usable outputs.
Series
Working With AI
Practical reflections on what changes when AI becomes part of real knowledge work, not just a tool you occasionally ask for help.
This series follows the practical relationship between people and AI systems as the work moves beyond one-off prompting into richer context, stronger judgement, and more deliberate forms of collaboration.
Working With AI 8 min read
The More Work AI Does, the More Judgment Matters
A practical argument that as AI makes execution cheaper, human judgment around specification, evaluation, and accountability becomes the scarcer determinant of real productivity.
Working With AI 10 min read
A Good AI Collaborator Needs a Stop Button
A practical argument that dependable AI collaborators need to challenge assumptions, expose uncertainty, abstain when evidence is weak, and stop when work is complete.
Working With AI 6 min read
A Human in the Loop Needs a Job
A practical essay on why human oversight only works when the person has a defined decision, usable evidence, authority to intervene, and a feedback route.