Critical Thinking in the Age of AI
When an answer becomes easier to obtain, the work of deciding what deserves belief becomes harder to avoid.
Read the perspective ↗PERSPECTIVES
Ideas to consider. Not positions to inherit.
OpenSkool arguments about what changes, what matters and what deserves another look.
OPEN QUESTIONS, CLEAR ARGUMENTS
What deserves more judgment as execution gets easier?
Explanations help us understand a subject. Perspectives ask what we should make of it. Here, OpenSkool develops arguments that readers can challenge, rather than presenting a viewpoint as settled fact.
Our essays examine the judgment behind a finished answer or a marketing campaign. Each takes a position, considers an objection and offers practical questions readers can bring back to their work.
AI Won't Replace Marketers. It Will Expose Marketers Who Only Know Execution.
The claim is about the work marketing must retain, not a promise that every marketing job is safe.
Read the perspective ↗The Most Powerful AI Model Is Not Always the Best
Capability matters. Judgment lies in knowing where more capability changes the outcome and where it adds cost, delay or unnecessary complexity.
Read the perspective ↗The Best AI Agents May Be the Ones That Know When to Stop
The goal of agentic AI should not be maximum autonomy. It should be appropriate autonomy: enough freedom to help, enough control to recognise a boundary.
Read the perspective ↗Ranking Is No Longer the Only Search Objective
Rankings and traffic still matter. AI-mediated discovery places them inside a broader question: is this information useful enough to shape an answer or decision?
Read the perspective ↗For the concepts behind the argument, explore the Artificial Intelligence learning journey. Bring a correction, counterexample or experience through our contribution form.