AI PBL Bootcamp · Free · Three Mondays from 26 October
Method library

One method for every moment of a project.

Forty problem-first methods across five phases. Each starts from a situation you recognise, works on material you already have, and leaves the judgement with you.

Design

Shape the project before students meet it

8 methods

D05

Build the project calendar and milestone map

An extended project lacks a realistic sequence from launch through inquiry, drafting, critique, revision and public culmination.

  • Deepening
  • Context
  • Workflow
  • Verification

School-approved AI assistant or Teacher planning document

D03

Define the authentic product and audience

The final task risks becoming a classroom-only presentation or decorative product with no credible use, audience or quality standard.

  • Deepening
  • Context
  • Conversation
  • Verification
  • Workflow

School-approved AI assistant or Teacher document editor

D07

Design access and differentiation routes

A common project can create avoidable barriers in reading, language, executive function, sensory access, resources or forms of expression.

  • Deepening
  • Context
  • Prompting
  • Verification
  • Skill

ChatGPT, Claude or Gemini

D02

Frame the driving question and inquiry arc

A topic or teacher idea has not yet become a challenging, open question that can sustain investigation and multiple defensible responses.

  • Starter
  • Context
  • Prompting
  • Conversation
  • Verification
  • Skill

ChatGPT, Claude or Gemini

D01

Map curriculum standards to the project

A compelling project can still leave priority curriculum content and disciplinary practices implicit or uncovered.

  • Starter
  • Context
  • Prompting
  • Verification
  • Skill

ChatGPT, Claude or Gemini

D06

Plan assessment evidence and feedback points

The project has products and activities but no valid plan for eliciting subject learning, project competencies and individual understanding over time.

  • Deepening
  • Context
  • Workflow
  • Verification

School-approved AI assistant or Teacher assessment planning document

D08

Plan resources, roles and project feasibility

Materials, spaces, budget, technology, permissions, colleague roles and operational dependencies have not been reconciled with the design.

  • Deepening
  • Context
  • Conversation
  • Verification
  • Workflow

School-approved AI assistant or Teacher document or planning software

D04

Write the internal project design brief

Project decisions are scattered across notes, making it hard to check coherence before producing student-facing materials.

  • Deepening
  • Context
  • Conversation
  • Verification
  • Workflow

School-approved AI assistant or Teacher document editor

Launch

Open it well and set the working norms

8 methods

L06

Brief families and school leaders

Families and leaders cannot see the project purpose, learning value, timeline, home-support boundaries, costs, permissions or contact route.

  • Deepening
  • Context
  • Prompting
  • Conversation
  • Verification

School-approved AI assistant or Local document editor

L04

Build the class inquiry and question system

Initial curiosity remains a loose question list rather than a prioritized, researchable inquiry route with student ownership.

  • Deepening
  • Context
  • Conversation
  • Verification

An approved text AI tool or An offline teacher document

L01

Design the project entry event

Students need an authentic provocation that builds curiosity and background knowledge without pre-solving the project.

  • Deepening
  • Context
  • Conversation
  • Verification
  • Workflow

School-approved AI assistant or Teacher document or planning software

L05

Establish AI use and collaboration norms

Students do not share a clear understanding of legitimate AI assistance, authorship, disclosure, verification, privacy and prohibited use.

  • Starter
  • Context
  • Prompting
  • Conversation
  • Verification
  • Skill

ChatGPT, Claude or Gemini

L03

Form teams and negotiate team contracts

Teams are formed without explicit agreements about contribution, communication, decisions, conflict and role rotation.

  • Deepening
  • Context
  • Conversation
  • Verification

An approved text AI tool or An offline teacher document

L07

Onboard the external partner or client

An outside expert or client is invited without shared expectations about purpose, student role, deliverable, schedule, boundaries and feedback.

  • Deepening
  • Context
  • Prompting
  • Conversation
  • Verification

School-approved AI assistant or Local document editor

L08

Prepare the exhibition and audience plan

Public presentation is treated as an end-of-project add-on, so audience, access, feedback and student roles are unresolved until too late.

  • Deepening
  • Context
  • Conversation
  • Verification
  • Workflow

School-approved AI assistant or Teacher document editor

L02

Publish the student project launch pack

Students receive fragmented instructions and cannot explain the purpose, product, audience, success criteria, timeline or first action.

  • Starter
  • Context
  • Prompting
  • Conversation
  • Verification
  • Skill

ChatGPT, Claude or Gemini

Coach

Keep teams moving while the work is messy

8 methods

C05

Audit student research and source quality

Students collect convenient or AI-generated sources without checking authorship, context, evidence, corroboration or citation.

  • Advanced
  • Context
  • Verification
  • Workflow

Approved AI assistant, Teacher document editor or Original source materials

C06

Calibrate and fade project scaffolds

One scaffold leaves some teams stranded and others over-directed, while support often stays after students can work independently.

  • Deepening
  • Context
  • Verification
  • Workflow

Approved AI assistant, Teacher document editor or Original source materials

C07

Mediate team conflict and rebalance roles

Unequal contribution, role disputes or interpersonal conflict blocks learning and silences students.

  • Advanced
  • Context
  • Verification
  • Workflow

School-approved AI text tool for minimised materials or Private teacher document system

C02

Prepare questions for a coaching conversation

Teacher questioning drifts into solving the project or asking generic status questions rather than advancing student thinking and agency.

  • Starter
  • Context
  • Prompting
  • Conversation
  • Verification
  • Skill

ChatGPT, Claude or Gemini

C03

Record formative conferences and follow-up

Short team conferences produce inconsistent notes, unclear agreements and weak follow-through across a long project.

  • Deepening
  • Context
  • Conversation
  • Verification
  • Workflow

School-approved AI text tool or Teacher-controlled document editor

C08

Run a critique and revision cycle

Teams produce a first draft or prototype but receive vague feedback and do not make evidence-based revisions.

  • Deepening
  • Context
  • Verification
  • Workflow

School-approved AI text tool for minimised materials or Private teacher document system

C04

Teach a just-in-time mini-lesson

Several teams reveal the same misconception or missing method while the project is already underway.

  • Deepening
  • Context
  • Conversation
  • Verification
  • Workflow

School-approved AI text tool or Teacher-controlled document editor

C01

Track weekly progress and project risk

Multiple teams’ progress is invisible until missed deadlines reveal drift, blocked dependencies or hidden support needs.

  • Deepening
  • Context
  • Conversation
  • Verification
  • Workflow

School-approved AI assistant or Teacher document editor

Assess

Judge learning fairly, with evidence you trust

8 methods

A01

Adapt the rubric to the project

A generic rubric does not match the product, disciplinary learning, project process or evidence actually available.

  • Deepening
  • Context
  • Prompting
  • Conversation
  • Verification
  • Skill

ChatGPT, Claude or Gemini

A06

Calibrate scoring with colleagues

Teachers apply the same rubric inconsistently across subjects, classes or product formats.

  • Deepening
  • Verification
  • Workflow

An approved text AI tool or Local teacher records

A07

Conduct an individual oral defence

A finished group artefact does not show who understands the concepts, evidence and design decisions.

  • Advanced
  • Context
  • Prompting
  • Verification
  • Workflow

Approved AI chat tool or Local teacher document system

A04

Document individual contribution and understanding

A polished group product can conceal unequal contribution, outsourced thinking or gaps in individual understanding.

  • Advanced
  • Context
  • Verification
  • Workflow

Approved AI text tool for nonidentifying material or Approved offline or local teacher records

A03

Draft formative feedback from verified evidence

Feedback across many products becomes generic, excessive or disconnected from the learner’s next action.

  • Deepening
  • Context
  • Prompting
  • Conversation
  • Verification
  • Skill

ChatGPT, Claude or Gemini

A02

Map student work to standards and criteria

Project evidence is dispersed across products and process records, making curriculum coverage and achievement hard to substantiate.

  • Advanced
  • Context
  • Verification
  • Workflow

Approved AI text tool for nonidentifying material or Approved offline or local teacher records

A08

Quality-assure the final product

An authentic product may contain factual, technical, ethical, accessibility or citation defects, while surface polish can distract from learning quality.

  • Deepening
  • Context
  • Prompting
  • Verification
  • Workflow

Approved AI chat tool or Local teacher document system

A05

Structure self- and peer-assessment

Unstructured ratings become popularity judgments, praise-only comments or completion checklists.

  • Deepening
  • Verification
  • Workflow

An approved text AI tool or Local teacher records

Improve

Learn from the run and make the next one better

8 methods

I02

Analyze student, family and partner feedback

Feedback is fragmented, unevenly representative and rarely converted into a documented response.

  • Deepening
  • Context
  • Verification
  • Workflow

School-approved AI tool or Teacher document editor

I07

Audit equity and access after the project

Nominal choice can hide unequal participation, resource access, language/disability barriers, safety or assessment success.

  • Advanced
  • Context
  • Verification
  • Workflow

Locally approved AI text tool or Teacher planning documents

I08

Build an evidence-backed impact brief

Leadership and partner reporting can overclaim results, omit workload and limitations, or share polished products without the learning and conditions behind them.

  • Advanced
  • Context
  • Verification
  • Workflow

An approved AI assistant or Your document editor

I05

Curate the reusable project pack

Useful briefs, prompts, source sets, exemplars, rubrics, contacts and fixes remain scattered and lose their context before the next run.

  • Deepening
  • Context
  • Prompting
  • Verification
  • Skill

ChatGPT, Claude or Gemini

I04

Prioritize redesign changes and next-run tests

Teachers generate too many improvement ideas without linking each change to an observed problem or a way to test it.

  • Advanced
  • Context
  • Verification
  • Workflow

Approved AI tool or Private teacher evidence records

I01

Run the project retrospective

End-of-project memories are selective and disconnected from intended learning, implementation choices and actual evidence.

  • Deepening
  • Context
  • Verification
  • Workflow

School-approved AI tool or Teacher document editor

I06

Sequence projects across years and subjects

Projects repeat content, overload certain periods or fail to build prerequisite knowledge, independence and complexity over time.

  • Advanced
  • Context
  • Verification
  • Workflow

Locally approved AI text tool or Teacher planning documents

I03

Triangulate learning and implementation evidence

Rubric scores, products, process records, self-assessment and participation data may tell conflicting stories.

  • Advanced
  • Context
  • Verification
  • Workflow

Approved AI tool or Private teacher evidence records