Start with the learning question
A wrong answer could reflect the wrong concept, a calculation slip, a rushed reading or uncertainty about the instructions.
FOR STUDENTS & LEARNERS / CAPABILITY 26
AI Mistake Analyzer
A wrong answer could reflect the wrong concept, a calculation slip, a rushed reading or uncertainty about the instructions.
INTERFACE STUDY / 26
See the learning signal. Understand the next action.
Distinguishes likely conceptual, calculation, reading and time-pressure errors.
Compare the learner's path against known patterns, explain possible causes and recommend a targeted verification exercise.
Explore all 40 feature visuals →Illustrative UI. Actual product access and availability should be confirmed with AbhyasDhara Intelligence Lab.
01 / INSIDE THE SYSTEM
From a real teaching problem to a practical response.
A wrong answer could reflect the wrong concept, a calculation slip, a rushed reading or uncertainty about the instructions.
Compare the learner's path against known patterns, explain possible causes and recommend a targeted verification exercise.
An evidence-backed error explanation, one short correction activity and a re-check question.
ABHYASDHARA INTELLIGENCE LAB / SYSTEM WORKFLOWDESIGN STUDY 26
01 — LEARNING SIGNALThe original question, submitted answer, reference solution, time information and prior related attempts.
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ABHYASDHARA INTELLIGENCE LAB AIMistake AnalyzerContext → interpretation → review
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02 — HUMAN ACTIONAn evidence-backed error explanation, one short correction activity and a re-check question.
ILLUSTRATIVE SYSTEM DESIGN · NOT LIVE AI OUTPUT
02 / DETAILED METHOD
What the workflow does, step by step.
Review the sequence from input to reviewable output.
Ground the decision
The original question, submitted answer, reference solution, time information and prior related attempts.
Turn information into a useful action
Compare the learner's path against known patterns, explain possible causes and recommend a targeted verification exercise.
Give someone a next step
An evidence-backed error explanation, one short correction activity and a re-check question.
03 / IN PRACTICE
A concrete example — not a marketing promise.
Example only. This is not live customer data or an AI-generated result.
SAMPLE SCENARIOILLUSTRATIVE
Repeated use of the final amount as the denominator suggests a misconception; a single arithmetic slip should not trigger the same lesson.
USEFUL RESULTAn evidence-backed error explanation, one short correction activity and a re-check question.
04 / QUALITY & TRUST
Where human judgment stays essential.
Without a working solution, the true cause is uncertain; show possibilities rather than claiming to know the learner's thoughts.
SPECIFIC RISKCheck what the workflow assumes.
Without a working solution, the true cause is uncertain; show possibilities rather than claiming to know the learner's thoughts.
HUMAN DECISIONLearners can revisit and challenge explanations.
Illustrations are not live AI output or evidence of tested accuracy.