Three things, not one number.

Complexity, accuracy and fluency are three dials. Fluency maps cleanly onto automaticity. Accuracy is knowledge too — often explicit knowledge you can check. Complexity is how much of that knowledge you attempt. They share attention, but they are not a simple pair.

Complexity
Accuracy
Fluency

How ambitious the language you attempt is — longer clauses, richer words, harder structures. How well-formed it is. That is knowledge: sometimes a rule you can check, sometimes a form you simply have. How smoothly it comes out. This is the easy mapping — automaticity. The filter is off.

Simple language you already have. Accuracy holds. Fluency holds. Complexity stays modest because you are not reaching.

Two minds

System 2 · System 1

Slow · monitored · you can state the rule · Fast · automatic · it just comes out

Psychologists call them System 1 and System 2. I use that as a plain picture, not as a language-learning theory. System 2 is slow and checked. System 1 is fast and automatic.

Why complexity and accuracy are not a simple pair

Ambition

Fluency is how you access language. Complexity and accuracy both sit on knowledge — what you have, and what you attempt.

Knowledge

Do you actually have the form? Accuracy is this, first. Often explicit knowledge: a rule you could write down. It can also be implicit: you just know it.

Ambition

How much of that knowledge you try to use. That is complexity. You can know a simple form well, or attempt a hard one you only half-know.

Access

Automatic or checked. That is fluency. Checking uses System 2; automaticity is System 1.

Fluency

System 2System 1

How smoothly it comes out. This is the easy mapping — automaticity. The filter is off.

Filter on
Fluency

Attention is limited

One useful view is that attention is a pool: push one dial and another often pays. Another view is that a well-designed harder task can raise complexity and accuracy together. I use the first as a lesson lens, not as settled science.

ComplexityAccuracyFluency

The knowledge view above is why the second can also be true — if the form is actually known, and you give the monitor time.

What this is not

This is how I think about speaking. It is not a score, and not a level. One number would hide the stretching moment — the moment that matters.

A short CALFA note after sixty seconds of speaking is a note, not a lesson report, and not a history of these dials.

Complexity, accuracy, fluency is Peter Skehan, then Housen & Kuiken. CALFA adds lexis and adequacy. The monitor is Krashen’s picture of explicit knowledge editing output. Automatisation is DeKeyser. System 1 / System 2 is Kahneman — a useful analogy, not an SLA theory. Implicit versus explicit knowledge is Ellis.

Back to the approach

The hour is still the point.

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