Back To Mathematics: Applications and Interpretation

IA Playbook

Math AI IA Criteria Guide

Build a polished exploration that uses mathematics to make sense of a real-world context.

Use this guide to keep your exploration focused on a practical question, clear communication, and a model that is justified by the context it serves.

Mathematics: Applications and Interpretation IA

Assessment criteria

See what each criterion measures, how many marks it carries, and what stronger evidence usually looks like.

This is Marksy's independently written criteria explanation, not an official IB publication.

Criterion A: Presentation (4 marks)

How coherently, concisely, and purposefully the mathematical exploration is organized.

Stronger evidence

The response addresses the criterion consistently and precisely. Evidence is well selected, reasoning is sustained, and important choices or limitations are handled convincingly.

Early-stage evidence

Only fragments of relevant evidence are visible. The response begins to address presentation, but important parts remain missing, unclear, or unsupported.

Criterion B: Mathematical Communication (4 marks)

How consistently the exploration uses mathematical notation, terminology, definitions, and representations.

Stronger evidence

The response addresses the criterion consistently and precisely. Evidence is well selected, reasoning is sustained, and important choices or limitations are handled convincingly.

Early-stage evidence

Only fragments of relevant evidence are visible. The response begins to address mathematical communication, but important parts remain missing, unclear, or unsupported.

Criterion C: Personal Engagement (3 marks)

How visibly the exploration reflects independent choices, curiosity, and ownership of the mathematics.

Stronger evidence

The response addresses the criterion securely in most places, using relevant evidence and generally clear reasoning, with limited gaps.

Early-stage evidence

Only fragments of relevant evidence are visible. The response begins to address personal engagement, but important parts remain missing, unclear, or unsupported.

Criterion D: Reflection (3 marks)

How thoughtfully the exploration interprets results, tests limitations, and considers what the mathematics means.

Stronger evidence

The response addresses the criterion securely in most places, using relevant evidence and generally clear reasoning, with limited gaps.

Early-stage evidence

Only fragments of relevant evidence are visible. The response begins to address reflection, but important parts remain missing, unclear, or unsupported.

Criterion E: Use of Mathematics - SL (6 marks)

How relevant, correct, and well-understood the mathematics is for SL study.

Stronger evidence

The response addresses the criterion consistently and precisely. Evidence is well selected, reasoning is sustained, and important choices or limitations are handled convincingly.

Early-stage evidence

Only fragments of relevant evidence are visible. The response begins to address use of mathematics - sl, but important parts remain missing, unclear, or unsupported.

Markband guide

Criterion A: Presentation (4 marks)

MarksWhat the draft currently shows
0The submitted material does not provide assessable evidence for presentation.
1Only fragments of relevant evidence are visible. The response begins to address presentation, but important parts remain missing, unclear, or unsupported.
2Some relevant evidence is developed, although the response is inconsistent or leaves important connections unexplained.
3The response addresses the criterion securely in most places, using relevant evidence and generally clear reasoning, with limited gaps.
4The response addresses the criterion consistently and precisely. Evidence is well selected, reasoning is sustained, and important choices or limitations are handled convincingly.

Criterion B: Mathematical Communication (4 marks)

MarksWhat the draft currently shows
0The submitted material does not provide assessable evidence for mathematical communication.
1Only fragments of relevant evidence are visible. The response begins to address mathematical communication, but important parts remain missing, unclear, or unsupported.
2Some relevant evidence is developed, although the response is inconsistent or leaves important connections unexplained.
3The response addresses the criterion securely in most places, using relevant evidence and generally clear reasoning, with limited gaps.
4The response addresses the criterion consistently and precisely. Evidence is well selected, reasoning is sustained, and important choices or limitations are handled convincingly.

Criterion C: Personal Engagement (3 marks)

MarksWhat the draft currently shows
0The submitted material does not provide assessable evidence for personal engagement.
1Only fragments of relevant evidence are visible. The response begins to address personal engagement, but important parts remain missing, unclear, or unsupported.
2Some relevant evidence is developed, although the response is inconsistent or leaves important connections unexplained.
3The response addresses the criterion securely in most places, using relevant evidence and generally clear reasoning, with limited gaps.

Criterion D: Reflection (3 marks)

MarksWhat the draft currently shows
0The submitted material does not provide assessable evidence for reflection.
1Only fragments of relevant evidence are visible. The response begins to address reflection, but important parts remain missing, unclear, or unsupported.
2Some relevant evidence is developed, although the response is inconsistent or leaves important connections unexplained.
3The response addresses the criterion securely in most places, using relevant evidence and generally clear reasoning, with limited gaps.

Criterion E: Use of Mathematics - SL (6 marks)

MarksWhat the draft currently shows
0The submitted material does not provide assessable evidence for use of mathematics - sl.
1-2Only fragments of relevant evidence are visible. The response begins to address use of mathematics - sl, but important parts remain missing, unclear, or unsupported.
3Some relevant evidence is developed, although the response is inconsistent or leaves important connections unexplained.
4-5The response addresses the criterion securely in most places, using relevant evidence and generally clear reasoning, with limited gaps.
6The response addresses the criterion consistently and precisely. Evidence is well selected, reasoning is sustained, and important choices or limitations are handled convincingly.

Build Sequence

Did You Know? Most weak drafts fail from sequence chaos, not lack of ideas.

Step 1

Choose a practical question

Select a context where modelling or statistics genuinely helps answer something useful.

Step 2

Make your communication readable

Use clean tables, labels, and notation so the mathematical reasoning is easy to follow.

Step 3

Interpret results in context

Explain what the numbers mean, where the model is strong, and where it oversimplifies reality.

Step 4

Evaluate the model honestly

Discuss assumptions, limitations, and whether a better model would materially change the conclusion.

Submission Checklist

  • The exploration question is tied to a clear real-world context.
  • Notation, graphs, and calculations are consistent and easy to read.
  • Results are interpreted in words, not just left as numbers.
  • Reflection explains how well the model fits the context.

Quick Wins

  • Add a short sentence after each calculation that says why it matters.
  • Use the same symbols and labels throughout tables, graphs, and formulas.
  • End each section by linking the result back to the practical question.

Did You Know?

See How Your Math AI Exploration Scores Before You Submit

Marksy gives independently written feedback showing where modelling, presentation, and reflection can be tightened. Every criterion mark is an estimate, not an official result. The result includes an estimated mark for every criterion, evidence from your draft, and the changes to make first. Your final mark may differ after teacher assessment or external moderation.

1. Upload your IA draft PDF to Marksy.
2. Get an estimated mark and feedback for every IA criterion.
3. Revise and resubmit with focused improvements.
Marksy grading results view

Instant Grading Results

See where your score is now, not just where it could be.

Marksy criterion feedback highlights

Criterion-By-Criterion Feedback

See the estimated mark, evidence, and next step for every assessment criterion.

Marksy list of fixes for an IB draft

Action List To Improve

Get concrete next edits instead of vague "improve analysis" advice.

Marksy AI detection and highlight review

Confidence And Integrity Signals

Review flagged sections and strengthen authenticity before submission.