Clear teaching lowers confusion and cognitive load. Teachers present new material in small steps, model their thinking, use worked examples, and guide practice before students work on their own.
The arc has two movements. Instruction becomes more responsive and precise. And ownership shifts, through gradual release, from the teacher modeling to students practicing independently. A practice reaches Sustaining when clear structure produces genuine independence, for every learner.
Evidence base: Rosenshine's Principles of Instruction, cognitive load theory, the gradual release of responsibility, and research on worked examples and explicit instruction.
Start with the goal
Know the steps and worked examples of a new skill.
Understand that complex skills are built in deliberate, connected steps.
Do perform the skill independently after guided practice.
Equity and BelongingExplicit instruction is an equity practice. Clear modeling and structured practice make rigorous content reachable for students who would otherwise be left to infer the rules on their own.
Technology and AIAI enhances learning only through critical use and evaluation. Each practice names what that looks like. Treat outputs as drafts, check for accuracy, bias, and false agreement, decide when not to use the tool, protect your own thinking, and disclose how you used it.
Paired practices
1Activating prior knowledge
Emerging
Developing
Embedded
Sustaining
Teacher
Starts new content without a review.
Refers briefly to prior learning.
Opens with a structured retrieval review most lessons.
Uses daily and spaced retrieval every lesson.
Student
Begin new material without recalling prior learning.
Recall a little prior learning when prompted.
Retrieve prior learning in a structured warm-up.
Retrieve and connect prior learning daily.
AI in practice critical use and evaluation
Teacher
- Use AI to generate retrieval questions on prior content, then check them for accuracy.
- Ask AI to map prerequisite knowledge for a unit, then verify it.
Student
- Use AI to quiz themselves on prior material, then verify the answers.
- Ask AI to connect today's topic to what they know, then judge the link.
How to measureNote whether the lesson opens with retrieval and how often across the week; daily and spaced retrieval is Sustaining.
2Small steps and chunking
Emerging
Developing
Embedded
Sustaining
Teacher
Presents a large block of new material at once.
Breaks material into a few segments.
Presents material in small steps with a pause between each.
Sequences small steps and checks understanding before each next step.
Student
Receive several new ideas at once.
Follow the material in a few segments.
Take in one step at a time.
Confirm each step before moving to the next.
AI in practice critical use and evaluation
Teacher
- Use AI to break a complex concept into a small-step sequence, then verify the logic.
- Ask AI to flag where a step is too large, then judge the suggestion.
Student
- Use AI to break a hard task into steps, then work each step themselves.
- Ask AI which step they missed, then revisit it rather than skip ahead.
How to measureObserve the size of each new chunk and whether a check follows; small steps with checks between are Sustaining.
3Modeling and think-alouds
Emerging
Developing
Embedded
Sustaining
Teacher
Shows the finished answer only.
Shows the steps to the answer.
Thinks aloud to make reasoning visible on most new skills.
Thinks aloud including how to recover from errors, then fades modeling.
Student
See the answer.
See the procedure.
Hear the reasoning behind the steps.
Reproduce the reasoning aloud without the model.
AI in practice critical use and evaluation
Teacher
- Use AI to draft a think-aloud for a problem, then verify and adapt the reasoning.
- Ask AI for a worked example, then check every step is correct.
Student
- Use AI to see a worked example, then redo it without looking.
- Ask AI to model one strategy, then explain it back in their own words.
How to measureNote whether the teacher shows the answer, the steps, or thinks aloud, and on how many skills; think-aloud that fades is Sustaining.
4Clear explanations and exemplars
Emerging
Developing
Embedded
Sustaining
Teacher
Explains without an example.
Explains with one example.
Pairs the explanation with one exemplar.
Shows exemplars at two or more quality levels.
Student
Follow an explanation alone.
Follow it with one example.
Use one exemplar as a model.
Compare exemplars to judge quality.
AI in practice critical use and evaluation
Teacher
- Use AI to draft a plain-language explanation, then verify accuracy and adjust.
- Ask AI for an exemplar, then confirm it actually meets the standard.
Student
- Use AI to re-explain a confusing idea, then check it against a trusted source.
- Use AI to generate an exemplar, then compare it to the criteria critically.
How to measureCount exemplars shown and their quality levels; no example is lower, multiple quality levels is Sustaining.
5Guided practice
Emerging
Developing
Embedded
Sustaining
Teacher
Assigns independent work immediately.
Leads brief guided practice.
Leads guided practice with checks before release.
Guides practice until most students succeed, then releases.
Student
Practice alone right away.
Get a short stretch of guided practice.
Practice with guidance and feedback.
Move to independent work once they show success.
AI in practice critical use and evaluation
Teacher
- Use AI to generate graduated practice items, then verify difficulty and accuracy.
- Ask AI for common error patterns to watch for during practice.
Student
- Use AI for a guided hint during practice, not the answer.
- Ask AI to check a practice attempt, then correct their own work.
How to measureNote whether guided practice precedes independent work and includes checks; guiding to success before release is Sustaining.
6Gradual release of responsibility
Emerging
Developing
Embedded
Sustaining
Teacher
Lectures or assigns work with no middle step.
Models then assigns independent work.
Moves through I-do, we-do, you-do.
Adjusts the release point to each student's readiness.
Student
Receive content or work alone with no bridge.
Watch then work alone.
Move from watching to shared to independent work.
Take independence as their readiness grows.
AI in practice critical use and evaluation
Teacher
- Use AI to design a we-do task between modeling and independence, then verify it.
- Ask AI to suggest where students need more shared practice.
Student
- Use AI as a we-do partner, then complete the you-do alone.
- Notice when leaning on AI skips the practice they need.
How to measureLook for the I-do, we-do, you-do arc and whether the release fits readiness; calibrated release is Sustaining.
7Managing cognitive load
Emerging
Developing
Embedded
Sustaining
Teacher
Materials include extraneous detail.
Reduces some clutter in materials.
Designs materials that foreground the essential.
Removes extraneous load so practice targets the key idea.
Student
Get distracted by extra detail.
Work through some clutter.
Focus on the essential content.
Spend effort on the key thinking, not the noise.
AI in practice critical use and evaluation
Teacher
- Use AI to strip a resource of extraneous load, then verify nothing essential was cut.
- Ask AI to simplify wording, then check meaning is preserved.
Student
- Use AI to declutter dense material, then verify accuracy.
- Ask AI to summarize the essentials, then confirm against the source.
How to measureScan materials for extraneous detail; cluttered is lower, focused on the essential is Sustaining.
8Checks before moving on
Emerging
Developing
Embedded
Sustaining
Teacher
Advances regardless of understanding.
Checks a few students before advancing.
Checks most students before advancing.
Advances only when evidence shows the class is ready.
Student
Move on while still confused.
Move on if a few understand.
Move on when most understand.
Move on with secure understanding, supported if not.
AI in practice critical use and evaluation
Teacher
- Use AI to generate a quick check for understanding, then verify items align to the goal.
- Ask AI for a misconception-revealing question, then judge its value.
Student
- Use AI to self-check before moving on, then verify the result.
- Ask AI to test whether they truly get it, then act on the gap.
How to measureNote how many students are checked before advancing; advancing only on class-wide evidence is Sustaining.
Planning and setting
Design moves that set up the practices above.
Clarity of the learning goal
Every lesson opens from a clear goal. Emerging: the objective is implicit. Developing: the objective is stated. Embedded: a clear know, understand, and do is shared with success criteria. Sustaining: students can state the goal and criteria in their own words.
Lesson coherence and sequence
Plans new material in a logical, small-step sequence with modeling, guided practice, and independent practice built in.
Retrieval and spacing
Builds daily review and spaced retrieval of prior content into the plan so learning is durable, not just covered.
Evidence and measurement
Each practice above carries its own measure. These are the primary evidence sources for the component as a whole.
Evidence for this component
- Lesson plans showing a small-step sequence, modeling, and guided practice.
- Observation of the move from guided to independent practice.
- Student results on independent practice after the release.