Quiz: Can Your AI Agent Recommend, Prepare, Approve or Execute?

A quick scenario quiz for defining how far an AI agent can go before human approval, escalation or accountability is required.

Guide: Who Owns An Orphaned AI Agent?

A simple agent ownership check for one AI agent, automation or scheduled workflow that can act after its original creator steps away. Pick one agent to practice the check with, not the full inventory yet.

Quiz: Orphaned AI Agents and Who Adopts Them After Owner Exits.

A quick workplace quiz about AI agents that remain after their creators exit and the agents retain schedules, permissions, dependencies and business responsibilities.

Guide: Check How Many Times AI Was Re-prompted

A lightweight retry check for following one AI task from first call to accepted outcome. Pick one repeatable AI tasK but don't attempt to audit the whole stack.

Quiz: AI Retry Loop Tax - How Much Re-prompting Is Going On?

A quick quiz about failed outputs, regeneration, silent retries and the hidden cost of brittle AI workflows. Ask, then regenerate, then switch model and try again. The answer eventually arrives but so does the invisible cost.

Guide: AI Token Value Check On What Work Actually Improved

A quick AI value check for connecting one workflow’s usage to the actual work it completes. Pick one workflow e.g. customer case, analysis, report, coding task, classification step or internal request.

Quiz: Tokenmaxxing, What Else Other Than Your Token Usage Went Up?

A quick quiz about AI usage, tokens, model choice and why completed business outcomes matter more than a bigger usage number. Tokens doubled, text generated doubled but did the decision closure time improve?

Guide: Who Paid for the AI Shortcut?

A quick practical check for following one AI output from creation to the person who has to trust, review, repair or use it. Pick one output; One email, report, slide deck, summary, analysis or customer response.

Quiz: Workslop Tax, Did You Save Time By Wasting Someone Else’s?

A quick workplace quiz about AI-generated work that saves time for the creator while transferring interpretation, verification and repair work downstream to other teams/tools.

Guide: An AI Transparency Check, Does This Need an AI Label?

Does This Need an AI Label? An AI Transparency Check Suggested meta description: A lightweight transparency check for one AI interaction or piece of synthetic content before it goes live.

Quiz: EU AI Act Article 50: Does AI-Generated Content Need a Label?

A quick Article 50 scenario quiz about AI interactions, synthetic content, disclosure and machine-readable marking. This is a planning aid only: verify scope and role before utilising.

Guide: AI Act Check On What Applies Now, Later or Not at All

A simple planning check for separating current AI Act priorities from later preparation tracks without turning the entire organisation into a legal flowchart.