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Auckland War Memorial Museum: Adding the AI Layer

A Real World Protocol  ·  Field-Based STEM  ·  Tāmaki Paenga Hira  ·  Years 1–13  ·  Museums and Heritage
Tāmaki Paenga Hira Auckland War Memorial Museum stands on Observatory Hill — the remnant of a dormant volcano — in the Auckland Domain. It is one of New Zealand's most significant museums. The collections cover Māori and Pacific taonga, the natural history of Te Ika-a-Māui and the Hauraki Gulf, the histories of Auckland and its communities, and New Zealand's experience of war. A visit offers multiple irreducible encounters: the physical scale of taonga, the handling collection, the volcanic ground beneath the building, and the layered stories of Tāmaki Makaurau that no digital resource fully replaces.
Auckland Museum education programmes — AM Learn School programmes facilitated by Learning Specialists/Kaiako are free for Auckland schools. Self-guided visits, the handling collection, Kete Wānanga Museum in a Box kits, and the Fossil Van outreach programme are also available. The Collections to Classrooms digital resource (2025) explores Auckland's layered histories through specific objects, with 3D scans and interviews with knowledge-holders. Available in English and te reo Māori, Years 7–13.

learn.aucklandmuseum.com  ·  Collections to Classrooms
PrepareCollections to Classrooms + AM Learn
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Visit the museumHandle, observe, question
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AI as thinking partnerPrompts below
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Trace and shareExperience Trace Scale
What to do
1
Before the visit

Explore the Collections to Classrooms resource with students and identify two or three objects connected to your inquiry. Students record one question each object gives them.

2
At the museum

Students observe, handle, photograph, and sketch. For each encounter they note: what is it, what does it tell me, and what question does it give me that the digital version couldn't?

3
Back in the classroom

Students bring photographs and questions to AI using the prompts below. AI is the research partner for what they found — not the authority on what taonga mean or whose stories they carry.

4
Complete the trace

Students complete the Experience Trace Scale. The evidence of thinking sits alongside whatever Auckland Museum programme the class has been using.

Four encounter types at Auckland Museum
Māori and Pacific taonga While the Māori Court and Pacific Galleries are being revitalised, educators continue to share stories through the handling collection. Navigation, migration, pūrākau, traditions, and living cultures from Māori and Pacific worldviews.
Natural history — volcanic and marine The museum stands on a volcanic cone. Tāmaki Makaurau's volcanic stories, Hauraki Gulf marine ecology, and the evolutionary stories of moa, kiwi, tuatara, and wētā — all at real scale.
Auckland and New Zealand histories Chinese communities, Pacific communities, Ngāti Whātua, the New Zealand Wars, the First World War and Gallipoli campaign — Auckland's layered stories in objects, documents, and images.
The handling collection Students engage directly with real objects and replica taonga. The physical encounter — weight, texture, material, scale — is the Layer 1 experience that no screen replicates.
Before you go
A note on AI and taonga Taonga at Auckland Museum carry whakapapa, mana, and the authority of the communities they come from. The Collections to Classrooms resource includes interviews with knowledge-holders — those voices take precedence over AI-generated context. AI can support research, historical inquiry, and source analysis. It cannot speak for the meaning of taonga or interpret te ao Māori. Students approach AI prompts about cultural objects as researchers, not as interpreters.
Auckland Museum's Learning Specialists deliver the most powerful version of this experience. For schools outside Auckland, the Collections to Classrooms resource and the Fossil Van outreach programme extend the museum into classrooms. The Kete Wānanga Museum in a Box kits bring objects to any classroom.
A print-ready PDF of the AI prompts and Experience Trace Scale is available for download: Auckland War Memorial Museum Real World Protocol PDF →

Back in the classroom: AI as thinking partner (Real World Ready Layer 2)

Years 1–6
What we handledShow AI a photograph of an object from the handling collection. Ask: "What is this object? What was it made from and what was it used for?" Compare AI's answer with what you learned from the Learning Specialist or the label at the museum.
Volcanoes and AucklandAsk AI: "Why is Auckland built on volcanoes? How many volcanoes are there in the Auckland volcanic field?" Then ask students: standing on Observatory Hill, what did the volcanic landscape feel like compared to reading about it?
Marine life of the Hauraki GulfIf students visited the marine exhibits, ask AI: "What animals live in the Hauraki Gulf? Which are endangered and why?" Did seeing the specimens at real scale change how you feel about these animals?
Questions the museum gave usAsk each student to share the one question their favourite exhibit gave them. Type it into AI together. Is AI's answer satisfying? What would you need to go back and find out?
Years 7–10
Taonga and communitiesUsing an object from Collections to Classrooms or the handling collection, ask AI for historical context. Then compare AI's account with the knowledge-holder interview in Collections to Classrooms. Where do they agree? Where does the knowledge-holder say something AI does not?
Auckland's layered historiesChoose an Auckland community whose history is represented in the museum — Chinese, Pacific, Ngāti Whātua, or another. Ask AI: "What was the experience of [community] in Auckland in the 19th and early 20th century?" Compare AI's account with what the museum showed you.
The New Zealand WarsAsk AI: "What were the New Zealand Wars and what caused them?" Then ask: whose perspective is most prominently represented in the museum's treatment of this period? Whose perspective is least visible?
Natural history at scaleAsk AI to describe the ecological significance of a specific species students encountered — moa, tuatara, or a Hauraki Gulf species. What did seeing the specimen at actual scale add to AI's description?
Years 11–13
Museum curation and representationAsk AI: "How has Auckland Museum's approach to collecting and displaying Māori and Pacific taonga changed since the museum was established in the 19th century?" Evaluate AI's response against the museum's current approach and what students observed.
Collections to Classrooms methodologyAsk AI: "What is the historical and pedagogical case for using museum objects as primary sources in classroom learning?" Evaluate this against your experience of the Collections to Classrooms resource and the visit itself. What does the object add that AI's explanation cannot?
Ecological historyAsk AI: "What was the ecological condition of the Hauraki Gulf before European settlement? What changes have occurred since?" Apply this to what students observed in the natural history galleries. Where does AI's account match the museum's evidence and where does it diverge?
War commemoration and identityAsk AI: "How has the commemoration of New Zealand's participation in World War I shaped national identity?" Apply this to what students encountered in the NZ at War gallery. Whose sacrifice is most visible? Whose is marginal?
Experience Trace Scale — regional museum visit
Level Years 1–6 Years 7–10 Years 11–13
1 I can describe one object or exhibit from Auckland Museum that I couldn't have experienced properly on a screen. I can describe a specific object and explain what its physical presence at the museum adds that the Collections to Classrooms digital version cannot. I can analyse why the physical encounter with a specific taonga or specimen produces a qualitatively different understanding from digital or AI-mediated access.
2 I can say whose story the object or exhibit tells and why it is at Auckland Museum. I can explain the historical or cultural significance of a specific object and identify the community or context it comes from. I can situate a specific object within its broader historical, cultural, or ecological context and identify the interpretive choices Auckland Museum has made in how it is presented.
3 I can say one thing AI told me about what I saw and whether it matched what I experienced at the museum. I can identify where AI's account matched the museum's own description and the knowledge-holder interviews, and where AI simplified or missed something important. I can critically evaluate AI's account against the museum's own interpretation, the Collections to Classrooms resource, and where relevant the perspectives of the communities whose taonga are represented.
4 I can say why being at Auckland Museum gave me something I couldn't have got from a screen. I can explain what direct encounter with museum objects adds to learning that the Collections to Classrooms resource and AI cannot provide. I can articulate the difference between encountering an original object, engaging with a digital 3D scan, and querying AI — and explain what each produces that the others cannot.
5 I can say one question the visit gave me that I still want answered. I can identify a question raised by the visit that remains unresolved and propose what source, experience, or expert would help answer it. I can propose a research question arising from the visit, identify appropriate sources, and explain what additional knowledge — from knowledge-holders, specialists, or further archival work — would be needed to develop a well-evidenced response.
Tāmaki Paenga Hira Auckland War Memorial Museum  ·  learn.aucklandmuseum.com  ·  Real World Ready methodology by Field-Based STEM
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