Tendril · Adults & Professionals · AI for Educators
Using AI to redesign formative assessments
Use AI to redesign formative assessments so they reveal misconceptions, not just right or wrong answers.
40 min · Reviewed 2026
The premise
Formative assessments often only tell you who got it wrong. AI can redesign items so wrong answers reveal which misconception the student holds.
What AI does well here
Generate distractors tied to specific misconceptions.
Tag each answer choice with the misconception it implies.
Suggest a follow-up question per misconception.
What AI cannot do
Know your specific class's history.
Replace teacher observation.
Decide what reteaching to plan.
Using AI to build a differentiated task bank
The premise
Differentiation is exhausting because each task takes time to write. AI can produce a tiered task bank for one goal in minutes.
What AI does well here
Produce three tiers of tasks for one learning goal.
Vary scaffolding, not the goal.
Suggest a quick check that identifies which tier a student needs.
What AI cannot do
Know your students by name.
Account for IEP accommodations.
Replace teacher judgment about who is ready for what.
Using AI to generate rubric norming cases
The premise
Norming sessions stall when teams cannot agree on examples. AI can generate sample student work calibrated to each rubric level for the conversation.
What AI does well here
Generate work samples calibrated to each rubric level.
Include borderline cases on purpose.
Annotate which rubric criteria each sample meets.
What AI cannot do
Replace real student work over time.
Know your team's history of disagreement.
Decide where the team should land.
Using AI to do a tone pass on parent updates
The premise
Parent updates often read as alarmed or defensive without meaning to. AI can do a focused tone pass that preserves every fact and ask.
What AI does well here
Identify defensive or alarmed phrasing.
Suggest neutral and warm rewrites.
Preserve all facts and asks.
What AI cannot do
Know the family's history.
Decide what to escalate to a phone call.
Predict the parent's reaction.
Using AI to design PD from teacher survey results
The premise
PD sessions miss when planners pick a topic without looking at survey results. AI can design a 60-minute session targeted at the top survey themes.
What AI does well here
Cluster survey themes.
Design a 60-minute session with active practice and a takeaway artifact.
Suggest a follow-up step at 30 days.
What AI cannot do
Know your faculty's relational dynamics.
Replace facilitation skill in the room.
Guarantee adoption.
Using AI to check curriculum vertical alignment
The premise
Vertical alignment work usually drowns in standards documents. AI can read across grade-level scope and sequences and flag gaps and unintended repetition.
What AI does well here
Compare scope and sequence across grades.
Flag concepts taught at the same depth twice.
Identify gaps where a prerequisite is assumed but not taught.
What AI cannot do
Know your district's adopted curriculum quirks.
Replace a teacher articulation meeting.
Resolve disagreements between grade-level teams.
Using AI to troubleshoot a classroom routine
The premise
Routines stall at one or two specific moments. AI can interview you about the routine and propose targeted fixes instead of overhauling everything.
What AI does well here
Ask diagnostic questions about timing and signals.
Propose two targeted fixes per stall point.
Suggest a 5-day trial.
What AI cannot do
See your room.
Know your student rapport.
Replace classroom management practice.
Using AI to build a grading feedback bank
The premise
Specific feedback is what students learn from, but writing it for every paper burns out teachers. AI can build a feedback bank tuned to the rubric.
What AI does well here
Generate 15 to 20 short feedback snippets per rubric criterion.
Vary tone for high, medium, and low performers.
Tag each snippet with the misconception or strength it addresses.
What AI cannot do
Know which student needs which snippet.
Replace handwritten notes for high-stakes work.
Account for student relationships.
Using AI to draft a substitute plan from a unit map
The premise
Sub plans default to busywork because writing real ones takes too long. AI can produce an executable plan a stranger can run, tied to the unit.
What AI does well here
Produce a minute-by-minute plan a stranger can follow.
Include classroom procedures and signals.
Generate a one-paragraph debrief for the teacher's return.
What AI cannot do
Know which sub will actually show up.
Account for student behavior triggers.
Guarantee fidelity to the lesson.
Using AI to generate SEL warmups
The premise
SEL feels disconnected when warmups are random. AI can generate brief warmups tied to the week's academic content so SEL reinforces, not interrupts.
What AI does well here
Generate 5 warmups per week, each under 5 minutes.
Tie each to the week's academic theme.
Vary modality (write, share, draw, move).
What AI cannot do
Know specific student trauma history.
Replace counselor or specialist input.
Guarantee emotional safety.
End-of-lesson check
15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-educators-AI-and-formative-assessment-redesign-r9a2-adults
What is the core idea behind "Using AI to redesign formative assessments"?
Use AI to redesign formative assessments so they reveal misconceptions, not just right or wrong answers.
AI builds substitute plans for any day so you can be sick without staying up at …
AI can brainstorm and edit your college essays, but admissions readers can spot …
Decide whether goals were met — that is the team's call.
Which term best describes a foundational idea in "Using AI to redesign formative assessments"?
misconception
formative assessment
AI builds substitute plans for any day so you can be sick without staying up at …
AI can brainstorm and edit your college essays, but admissions readers can spot …
A learner studying Using AI to redesign formative assessments would need to understand which concept?
formative assessment
AI builds substitute plans for any day so you can be sick without staying up at …
misconception
AI can brainstorm and edit your college essays, but admissions readers can spot …
Which term matches this definition: "A check used to inform teaching, not to grade."?
misconception
AI builds substitute plans for any day so you can be sick without staying up at …
AI can brainstorm and edit your college essays, but admissions readers can spot …
formative assessment
Which term matches this definition: "A specific wrong understanding that produces predictable wrong answers."?
misconception
formative assessment
AI builds substitute plans for any day so you can be sick without staying up at …
AI can brainstorm and edit your college essays, but admissions readers can spot …
What is one important takeaway from studying Using AI to redesign formative assessments?
Tag each answer choice with the misconception it implies.
Generate distractors tied to specific misconceptions.
Suggest a follow-up question per misconception.
AI builds substitute plans for any day so you can be sick without staying up at …
Which statement is accurate regarding Using AI to redesign formative assessments?
Replace teacher observation.
Decide what reteaching to plan.
Know your specific class's history.
AI builds substitute plans for any day so you can be sick without staying up at …
What is the key insight about "Prompt skeleton" in the context of Using AI to redesign formative assessments?
AI builds substitute plans for any day so you can be sick without staying up at …
AI can brainstorm and edit your college essays, but admissions readers can spot …
Decide whether goals were met — that is the team's call.
Paste the current items and a list of common misconceptions for the topic.
What is the key insight about "Pilot before grading on it" in the context of Using AI to redesign formative assessments?
New items behave unpredictably the first time. Pilot ungraded before using these in a graded formative.
AI builds substitute plans for any day so you can be sick without staying up at …
AI can brainstorm and edit your college essays, but admissions readers can spot …
Decide whether goals were met — that is the team's call.
Which statement accurately describes an aspect of Using AI to redesign formative assessments?
AI builds substitute plans for any day so you can be sick without staying up at …
Formative assessments often only tell you who got it wrong. AI can redesign items so wrong answers reveal which misconception the student ho…
AI can brainstorm and edit your college essays, but admissions readers can spot …
Decide whether goals were met — that is the team's call.
Which best describes the scope of "Using AI to redesign formative assessments"?
It is unrelated to educators workflows
It applies only to the opposite beginner tier
It focuses on Use AI to redesign formative assessments so they reveal misconceptions, not just right or wrong answ
It was deprecated in 2024 and no longer relevant
Which section heading best belongs in a lesson about Using AI to redesign formative assessments?
AI builds substitute plans for any day so you can be sick without staying up at …
AI can brainstorm and edit your college essays, but admissions readers can spot …
Decide whether goals were met — that is the team's call.
What AI does well here
Which section heading best belongs in a lesson about Using AI to redesign formative assessments?
What AI cannot do
AI builds substitute plans for any day so you can be sick without staying up at …
AI can brainstorm and edit your college essays, but admissions readers can spot …
Decide whether goals were met — that is the team's call.
Which of the following is a concept covered in Using AI to redesign formative assessments?
misconception
formative assessment
AI builds substitute plans for any day so you can be sick without staying up at …
AI can brainstorm and edit your college essays, but admissions readers can spot …
Which of the following is a concept covered in Using AI to redesign formative assessments?
formative assessment
AI builds substitute plans for any day so you can be sick without staying up at …
misconception
AI can brainstorm and edit your college essays, but admissions readers can spot …
