Everyone in steno thinks the enemy is “extra strokes,” but that’s the biggest misdirection in our profession. The real demon isn’t the number of keys you tap — it’s the amount of thinking you’re forced to do while you tap them. And as long as reporters are taught to chase the fewest strokes instead of the clearest path, hesitation — not hand speed — will keep winning.
For generations, stenographic education has sold a single seductive belief:
“If you write everything in the fewest strokes possible, you’ll be faster, cleaner, and more successful.”
It sounds efficient.
It feels scientific.
It gives students a simple metric to chase.
But the moment you step out of theory books and into live, unpredictable speech, that belief collapses. The real performance killer isn’t “extra strokes.” It’s the mental burden caused by the pursuit of the fewest strokes — a burden that is neither teachable, nor measurable, nor compatible with how the brain processes language at speed.
Let’s break down what the actual demon is… and what it absolutely is not.
1. Teaching a Single Word Is Teachable, Repeatable, and Measurable
When you teach someone how to write a particular word, you are teaching a closed skill:
The input is fixed.
The output is fixed.
Performance can be measured objectively.
This is how real human learning works:
You teach a pattern.
The student practices the pattern.
The brain automates the pattern.
This is why instruction in isolated vocabulary is predictable.
This is why dictionary building works.
This is why we can expect students and reporters to write a specific word the way they were taught.
No mystery. No magic. Just learning.
2. But Teaching Students and Reporters to Invent Outlines During Unpredictable Speech Is Not Teachable or Measurable
There is a persistent belief in our field that:
Students and working reporters should be able to invent outlines on the fly — creating new, shorter forms in real time whenever certain word combinations appear.
But the moment you apply cognitive science to this idea, it collapses.
Problem 1: You can teach students and reporters to invent an outline — but you cannot predict whether they’ll be able to use that invention in real-time speech.
Yes, you can teach students and working reporters how to invent a new outline for a phrase or cluster they’ve never written before. That part is easy enough.
But here is the real problem:
Teaching someone to invent an outline does not guarantee — or even meaningfully predict — whether they will be able to recall, retrieve, and execute that outline while writing unpredictable speech at unpredictable speeds.
An outline invented in the quiet of practice does not automatically transfer into the chaos of live testimony.
So while invention can be taught in a controlled environment, its actual usability in real-world, high-speed, variable speech remains unmeasurable, unreliable, and cognitively expensive.
Problem 2: Speech is unpredictable.
Real-world testimony does not present predictable, repeatable clusters that can be reliably combined.
Problem 3: Invention demands decision-making.
Every attempt to invent a new outline introduces a split-second moment of cognitive load — and that moment is where realtime breaks.
Problem 4: There is no way to measure or standardize “correct” invention.
There is no test for:
how many outlines someone “should” invent,
whether their inventions are “good,”
whether failing to invent is a performance issue,
or whether their choices match anyone’s preferences.
This expectation is non-testable, therefore non-teachable, therefore invalid as an instructional model.
You can measure whether someone writes a known word correctly.
You cannot measure whether someone can invent new outlines at 200+ words per minute under pressure.
And yet, this unmeasurable expectation has been pushed as a cornerstone of “good writing” for decades.
3. Extra Strokes Are Not the Villain
The most damaging myth in the profession is the demonization of “extra strokes.”
In reality:
Extra strokes are predictable.
Extra strokes support flow.
Extra strokes reduce decision-making.
Extra strokes keep you in automatic processing.
Extra strokes prevent hesitation.
And when those extra strokes are skeletal, rhythmically simple, and easy to write, they add virtually nothing to the difficulty of the job.
The body handles them effortlessly.
The hands barely register them.
The mind stays clear because the pattern is straightforward and familiar.
Every extra stroke represents:
a motion your body already knows,
a pattern your brain doesn’t need to analyze,
a choice you don’t have to make under pressure.
Reporters don’t lose clients or income because they used an extra stroke.
They lose both because of a moment of hesitation — often caused by the search for fewer strokes.
Extra strokes don’t cause pauses.
Second-guessing does.
4. The Real Demon: The Chase for the Fewest Strokes
Here’s the uncomfortable truth:
The pursuit of the fewest strokes creates the hesitation and cognitive overload that destroy realtime performance.
When reporters are trained to minimize strokes at all costs, they start constantly asking themselves:
“Is there a shorter way to write this?”
“Should I brief this?”
“Should I combine these words?”
“What’s the ideal outline here?”
Those questions don’t stay in the classroom — they show up during testimony, especially during the difficult parts.
Every one of these micro-decisions steals processing power from the only thing that matters:
keeping up with the speaker.
The “fewest strokes” ideology guarantees elevated cognitive load — right when reporters need the lowest cognitive load.
That’s the demon.
5. “Fewest Strokes” Is a Valueless Metric for Daily Work
A performance metric must be:
objective,
repeatable,
verifiable,
and relevant to real-world conditions.
“Fewest strokes” meets none of the criteria.
❌ Not objective
Every theory defines “shortest” differently.
❌ Not repeatable
Spoken language is endlessly variable.
❌ Not verifiable
There is no objective standard for what “should” have been briefed.
❌ Not relevant
Real-life steno demands:
flow
clarity
stability
endurance
accuracy
resilience
low cognitive load
None of these depend on the fewest possible keystrokes.
The metric is aesthetic — not functional.
6. The Real Metric: Cognitive Load per Minute
Everything in steno performance comes down to one principle:
The lower the cognitive load, the higher the accuracy and output.
Extra strokes — especially skeletal, effortless ones — lower cognitive load.
Real-time compression and theoretical minimalism raise cognitive load.
A system that forces more decisions is a slower system.
A system that eliminates decisions is a faster system.
The goal is not minimal motion.
The goal is maximum flow.
The reporter who writes with the clearest mind — not the fewest strokes — wins every time.
Closing Line
You don’t need the shortest system.
You need the clearest system — the one your brain can execute without thinking.
That’s where real mastery lives.
Tom Fernicola is a court reporter with 36 years of professional experience and the creator of the BREVITY stenography methodology. His work focuses on evidence-based approaches to sustaining accuracy in professional court reporting. This series presents the mathematical analysis supporting these principles.
Learn more at brevitysteno.com.
This article uses the four formulas introduced in the Physics of Stenography series to quantify and understand legendary achievements in stenographic history. Together, these formulas measure the physical cost of execution (Stroke Difficulty Score), the mental cost of outline selection (Decision Load Score), the domino effect of corrections (Context Effect Factor), and the likelihood that a single slip becomes catastrophic in real time (Catastrophic Risk Index).
Taken together, they reveal why these historic performances were possible—and why system design, not talent or willpower, determines sustainable mastery..