Taste decays.
That is uncomfortable because taste often feels like accumulated wisdom. And it is. But accumulated wisdom can become stale if it stops touching reality. The market changes. Customers change. Tools change. Competitors change. The company changes. Constraints change. What good looked like three years ago may now be table stakes, irrelevant, or actively wrong.
Taste must stay calibrated.
Calibration means your judgment remains connected to current evidence and consequence. It means you are not only remembering what worked before. You are checking whether the reasons still hold.
This matters in every domain.
Product taste decays when leaders stop watching real users. They remember the elegant principle but miss the new anxiety. They optimize for a customer who no longer exists. They keep rejecting features as “too complex” after the market has learned to expect more control. Or they keep adding flexibility because power users asked loudly, while the core experience becomes harder for everyone else.
Design taste decays when it becomes style. The team keeps the visual language but loses the problem-solving discipline underneath it. The product still looks like the brand, but the experience stops resolving friction.
Writing taste decays when voice becomes formula. What was once sharp becomes mannerism. The same sentence shapes, claims, and contrasts repeat. The work sounds like itself but stops discovering anything.
Technical taste decays when old scars become universal rules. An engineer burned by one overbuilt system rejects abstraction everywhere. Another burned by one messy monolith sees microservices as maturity. A leader who survived one vendor failure becomes allergic to buying. The lesson may have been real. The overgeneralization is the problem.
Management taste decays when a leader’s mental model of the organization lags the actual organization. The old informal review path worked at thirty people. At three hundred, it creates bottlenecks. The old hiring bar worked for a build phase. The next phase needs different strengths. The old operating cadence created speed. Now it creates context loss. A leader who still rewards heroic individual saves may miss that the company now needs boring ownership, documented handoffs, and escalation rules that prevent heroics from being necessary.
AI accelerates calibration pressure. The baseline for acceptable output is moving quickly. Tasks that were impressive last year are now cheap. Fluency is no longer a differentiator. Generic competence is easier to produce. That means taste has to move up the stack: sharper framing, better source discipline, stronger acceptance standards, more original synthesis, clearer accountability.
If your taste is still impressed by fluent output, it is out of date.
Calibration requires exposure to reality, not just exposure to more artifacts.
It is easy to browse examples and call that taste training. Examples help, but they can become aesthetic tourism. The more important question is what happened after the work met the world. Did customers act? Did users understand? Did the system hold? Did the hire perform? Did the strategy focus the company? Did the AI workflow reduce total cost after review and correction?
Reality is the calibration instrument.
A useful calibration habit is the judgment review. Pick important decisions after enough time has passed. Ask:
- What did we believe good looked like?
- What signals did we use?
- Which signals were predictive?
- Which were noise?
- What surprised us?
- What would we judge differently now?
- Did the standard need to change, or did execution fail the standard?
This separates taste from outcome bias. A decision can have a bad outcome and still reflect good judgment if the assumptions were reasonable and the risks explicit. A decision can have a good outcome and still reveal weak taste if it got lucky while hiding risk.
Calibration also requires contact with strong external work. Organizations become self-referential. They compare this year’s work to last year’s work and call it improvement. Meanwhile the market moves. Competitors sharpen. Customers experience better patterns elsewhere. New tools reset expectations.
A team that wants calibrated taste should maintain a living external benchmark set. Not to copy. To stay awake.
What are the best onboarding flows customers now experience? What do the strongest technical teams consider normal? What does excellent executive writing look like now? What does a high-trust AI workflow require now? What are candidates comparing your hiring process against? What quality do buyers expect before they believe an enterprise vendor is serious?
Calibration is not trend-chasing. It is reality-checking.
The opposite risk is abandoning taste for novelty. Staying calibrated does not mean replacing every standard whenever the market gets excited. Some principles endure: clarity, trust, consequence awareness, ownership, simplicity where possible, precision where necessary. The work is to know which principles are stable and which expressions need updating.
This is why taste needs humility. Strong taste says, “Here is what I see and why.” Calibrated taste adds, “Here is what would change my mind.”
That sentence matters in leadership. If senior taste becomes untouchable, the organization stops learning. People bring work for approval, not inquiry. They hide signals that contradict the leader’s view. They learn the old pattern even when the environment has moved.
A leader with calibrated taste asks for disconfirming examples. Show me where customers prefer the version I find inelegant. Show me the AI output that passed validation even though I expected failure. Show me the junior candidate who lacks polish but has the operating habits we need. Show me the competitor whose ugly product is winning because it solves the painful job better.
Taste should be confident, not brittle.
One practical system is a quarterly taste calibration session for important domains. Bring recent wins, misses, rejected work, external benchmarks, customer evidence, and downstream results. Update the exemplar library. Retire outdated examples. Add new anti-examples. Clarify which standards changed and which did not.
This is not a branding exercise. It is operating maintenance.
Because stale taste creates real cost. It rejects useful work for old reasons. It accepts familiar work that no longer performs. It teaches people to imitate the past. It turns standards into rituals. It makes the company slow in the places where the world has moved and reckless in the places where old scars still dominate.
Taste is only valuable while it is connected to reality.
Keep it calibrated.
