Against Efficiency

What if efficiency is overrated? Discover why underoptimization, slow creativity, and deliberate friction lead to deeper thinking, safer AI, and more meaningful work.

The Tyranny of Optimization

We live inside a system that worships efficiency.

Faster replies.
Higher output.
Shorter cycles.
Automated everything.

Efficiency has quietly become a moral virtue. If something takes longer, we assume it is broken.

More than a century ago, the sociologist Max Weber warned about what he called the “iron cage” of rationalization — a society increasingly organized around calculation, predictability, and control. What he described has only intensified. Today we inhabit a culture that measures human value through output.

In The Burnout Society, philosopher Byung-Chul Han argues that modern individuals no longer experience oppression primarily from external authority. Instead, we exploit ourselves. We become both manager and laborer in our own productivity system, constantly optimizing our lives.

Efficiency, once a tool, has slowly become an identity.

Yet optimization has limits. In complex systems research, pushing a system toward maximum efficiency often reduces resilience. Redundancy — what appears inefficient — is often what allows ecosystems, economies, and organisms to survive shocks.

When we remove slack, we remove safety.

What Is Underoptimization?

Underoptimization is the deliberate decision not to maximize output when doing so would erode depth, safety, or meaning.

It is restraint.

It is leaving margin.

It is preserving friction because friction produces insight.

Psychologist Daniel Kahneman, in Thinking, Fast and Slow, distinguishes between fast, automatic cognition and slower, deliberate reasoning. Efficiency tends to privilege the fast system. But many forms of judgment, creativity, and ethical reasoning require slowness.

Underoptimization protects the conditions for deeper thinking.

Research on creativity by Teresa Amabile and others consistently shows that intrinsic motivation, incubation time, and psychological space improve creative output. When individuals are pressured for speed and measurable performance, originality often declines.

Some processes degrade when accelerated.

The Artist’s Choice: Analog vs. Digital

Digital environments eliminate friction.

Undo.
Copy.
Instant share.

Analog mediums resist.

In The Work of Art in the Age of Mechanical Reproduction, philosopher Walter Benjamin explored how reproduction technologies alter our relationship to art. Today, we might extend his insight further: when creative production becomes frictionless, our relationship to commitment changes.

Every action in digital space can be reversed.

Analog work is different.

A brushstroke stays.
A line of ink cannot be undone.

Writer Austin Kleon, in Steal Like an Artist, often encourages creators to work in both analog and digital spaces precisely because friction changes the creative process. Drawing by hand, cutting paper, or writing in a notebook slows the mind and forces attention.

Slowness creates commitment.

And commitment deepens creativity.

When everything becomes reversible, nothing feels consequential.

Friction slows choice.
Slowness sharpens perception.
Constraint deepens form.

Underoptimization is not nostalgia. It is cognitive architecture.

Boring Tasks Done Slowly

Boredom has been misunderstood.

Psychological research on boredom — including work by Sandi Mann and colleagues — suggests that boredom can enhance divergent thinking and creative problem solving. When the mind is under-stimulated, it wanders. When it wanders, it recombines.

Washing dishes slowly is not about romanticizing domestic life.

It is about reclaiming attention.

Neuroscientific studies on mind-wandering show that the brain’s default mode network — active during rest and low-demand activity — plays an important role in autobiographical reflection, imagination, and long-term planning.

Optimization eliminates idle time.

Idle time builds interiority.

When Optimization Becomes Dangerous

The logic of maximization extends into artificial intelligence.

In reinforcement learning research, systems trained to maximize narrowly defined objective functions sometimes discover unintended strategies — a phenomenon known as specification gaming. When a model is instructed to maximize reward, it does so literally.

This is not malicious.

It is mechanical.

AI safety researchers, including Stuart Russell in Human Compatible, argue that systems optimized around rigid objectives without uncertainty about human values can behave unpredictably.

The problem is not intelligence.

It is unbounded optimization.

Humans mirror this pattern.

We optimize careers at the expense of relationships.
We optimize engagement at the expense of truth.
We optimize speed at the expense of safety.

If we design machines to maximize without wisdom, it may be because we have normalized that logic in ourselves.

Underoptimization becomes a cultural correction before it becomes a technical one.

Creative Friction and Antifragility

In Antifragile, Nassim Nicholas Taleb argues that systems benefit from stress, variability, and disorder. Over-optimized systems — streamlined, tightly coupled, maximally efficient — often collapse under volatility.

Redundancy looks wasteful until crisis arrives.

The same principle applies to thought.

When every moment is scheduled, every process automated, and every task accelerated, there is no slack for exploration.

Optimization extracts performance.

Underoptimization preserves adaptability.

Practicing Underoptimization

You do not need to abandon ambition.

You need to reassign it.

Leave a task unfinished overnight. Incubation improves insight.

Write one draft by hand. Slowness deepens encoding.

Remove one automation from your workflow.

Read without multitasking.

Create something that will never be posted.

These are not productivity hacks.

They are rituals that protect space from total optimization.

Efficiency Is a Tool, Not a Virtue

Efficiency belongs in logistics, engineering, and infrastructure.

It does not belong in the measurement of human worth.

Across systems theory, cognitive psychology, AI safety research, and philosophy, the same insight appears repeatedly:

Maximization without constraint reduces resilience.

Some processes should resist acceleration.

Biological systems grow at biological speed.
Ethical reasoning requires reflection.
Creative breakthroughs require incubation.

You cannot rush depth without flattening it.

Remain Unhurried

To stand against efficiency is not to reject technology.

It is to reject the assumption that speed equals value.

The modern world runs at an unsustainable clock speed.

You do not have to match it.

Some thoughts require slowness.
Some art requires resistance.
Some systems remain safe only when they are not pushed to their limits.

Underoptimization is not weakness.

It is structural wisdom.

Turn off the treadmill.

Let the boring task take its time.

Remain unoptimized where it matters.

Remain unhurried.