INSIGHTS
BETTER JUDGMENT
IN THE AGE OF AI.
Ideas about judgment, decision-making and what changes when answers become abundant.
Essays on how AI changes the way people interpret information, make business decisions and decide what deserves trust, attention and action.
ESSAYS
Better Judgment in the Age of AI
Start with Essay 00: why judgment matters in the first place.
The essays that follow build on that foundation. They examine what still requires judgment as AI gets better, faster and more deeply embedded in how we work: what happens when information becomes abundant, when AI answers before we’ve had the chance to think, when explanation is mistaken for justification, when human involvement is mistaken for human judgment, and when a trusted tool quietly takes on a role it was never tested to perform.
Why Better Judgment Matters in the Age of AI
Intelligence does not guarantee judgment. AI changes the conditions under which we exercise it, and how easily we can hand it over.
READ ESSAY 00 →Latest essays
When the Summary Becomes the Decision
A summary can preserve the facts and still change the judgment. Compression shapes the decision before anyone notices.
READ ESSAY → 14When AI Decides What Deserves Your Attention
AI can shape judgment before it recommends anything, by deciding what enters the field of attention.
READ ESSAY → 13The Tool Wasn’t Wrong. We Asked It to Decide Too Much.
A tool can earn trust for one task and quietly inherit influence over another it was never tested for.
READ ESSAY →Browse by question
What is AI showing me?
How information is selected, summarized and ranked before you decide.
Information Is No Longer the Advantage
AI has made finding the signal easier. The advantage has moved to understanding what the signal actually means.
READ ESSAY → 06When Everything Is Relevant, What Matters?
AI has gotten remarkably good at surfacing relevant information. It hasn't solved the separate problem of deciding what deserves weight.
READ ESSAY → 14When AI Decides What Deserves Your Attention
AI can shape judgment before it recommends anything, by deciding what enters the field of attention.
READ ESSAY → 15When the Summary Becomes the Decision
A summary can preserve the facts and still change the judgment. Compression shapes the decision before anyone notices.
READ ESSAY →Should I act on it?
When the answer is right, fast or well explained, and the decision is still yours.
When AI Is Right and the Decision Is Still Hard
Even when AI is accurate, correct and staying within its authority, the decision in front of you can still be genuinely hard.
READ ESSAY → 03AI Can Shorten the Time to Decide. It Cannot Shorten the Time to Know.
Some delay is processing time, and AI is dissolving it. Some delay is reality producing evidence that doesn't exist yet — and no amount of speed changes that.
READ ESSAY → 08Who Thinks First Matters
AI doesn't only influence the answer. Sometimes it influences the thinking that happens before you reach one.
READ ESSAY → 10An Explanation Is Not a Justification
A detailed explanation tells you why a model reached its conclusion. It doesn't tell you whether that conclusion deserves to be acted on.
READ ESSAY →Who is responsible?
Where human review and controls help, and where accountability still sits.
A Human in the Loop Is Not the Same as Human Judgment
Human review is a process condition. Human judgment is a cognitive act. The workflow can require one. It cannot guarantee the other.
READ ESSAY → 11A Control Is Not Evidence That Control Works
A completed review can be fully compliant and still tell you nothing about whether anyone exercised judgment inside it.
READ ESSAY → 12If You Have to Explain It Tomorrow, You Think Differently Today
AI removes friction from decisions. Some of that friction was waste. Some of it was making people examine what they were about to approve.
READ ESSAY →Where is the hidden risk?
Misleading results, hidden bias, skills that quietly disappear, and tools doing more than they were tested for.
A Good Outcome Does Not Prove a Good Decision
An outcome tells you what happened. It rarely tells you what would have happened if you'd chosen differently — and AI can scale that mistake fast.
READ ESSAY → 05What If the Work AI Removes Was Teaching Us Something?
If AI increasingly performs the work through which people historically developed judgment, where does the next generation's judgment come from?
READ ESSAY → 09Removing a Variable Is Not the Same as Removing Its Influence
Excluding a protected characteristic doesn't guarantee its influence is gone. Checking the inputs is not enough. Judgment has to examine what they produce together.
READ ESSAY → 13The Tool Wasn’t Wrong. We Asked It to Decide Too Much.
A tool can earn trust for one task and quietly inherit influence over another it was never tested for.
READ ESSAY →All essays, in order
- 00Why Better Judgment Matters in the Age of AI
- 01Information Is No Longer the Advantage
- 02When AI Is Right and the Decision Is Still Hard
- 03AI Can Shorten the Time to Decide. It Cannot Shorten the Time to Know.
- 04A Good Outcome Does Not Prove a Good Decision
- 05What If the Work AI Removes Was Teaching Us Something?
- 06When Everything Is Relevant, What Matters?
- 07A Human in the Loop Is Not the Same as Human Judgment
- 08Who Thinks First Matters
- 09Removing a Variable Is Not the Same as Removing Its Influence
- 10An Explanation Is Not a Justification
- 11A Control Is Not Evidence That Control Works
- 12If You Have to Explain It Tomorrow, You Think Differently Today
- 13The Tool Wasn’t Wrong. We Asked It to Decide Too Much.
- 14When AI Decides What Deserves Your Attention
- 15When the Summary Becomes the Decision
THE CENTRAL IDEA