Real World Protocols → Te Papa Tongarewa: Adding the AI Layer

Real World Protocols · Layer 1 · Authentic Experience · Years 1–13 · Museum Visit

Te Papa Tongarewa: Adding the AI Layer to Your Museum Visit

A museum visit is Layer 1 not because of what teachers plan but because of what cannot be replicated. Standing before the original Treaty of Waitangi, looking up at a moa skeleton, encountering the 2.4x scale figures in Gallipoli, or sitting with taonga in Te Marae — these are irreducible encounters. No photograph, no video, and no AI-generated summary produces the experience of being in the room with the real thing. This companion adds the AI layer that comes after.

Te Papa's education programmes and teaching resources Curriculum-linked school programmes are available from $6.50 per student, led by Te Papa learning specialists. Self-guided visits are free for New Zealand students. A library of cross-curricular teaching resources — covering Matariki, NZ histories, natural science, Pacific cultures, and the arts — is available free at tepapa.govt.nz. Download resources for your year level and curriculum focus before visiting.

tepapa.govt.nz/learn/for-educators →

At Te Papa — four types of authentic encounter

Taonga and cultural objectsObjects held at Te Papa carry whakapapa and the stories of the communities they come from. Standing with them is different from seeing a photograph. Note what the object is made of, its scale, its condition, and how it is displayed.
Natural history specimensMoa bones, whale skeletons, geological samples, insect collections — real specimens at real scale. Note what the specimen tells you about the creature or environment it came from that a screen image cannot.
Art and creative worksScale, texture, light, and physical presence matter in art. Stand close and stand back. What does the work do at a distance that it cannot do in reproduction? What question does it raise that you didn't arrive with?
Historic documents and photographsOriginal documents carry authority that facsimiles do not. A handwritten letter, a signed treaty, a photographic print — note what the physical object tells you beyond its content. Who held this? When? Under what circumstances?
PrepareTe Papa teaching resources
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Visit Te PapaEncounter the real thing
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AI as thinking partnerReal World Ready — below
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Trace and shareReal World Ready — below

Where this companion sits in the sequence

1

Download the relevant Te Papa teaching resource for your curriculum focus and year level. Use it to build students' prior knowledge before the visit.

2

At Te Papa, students sketch, photograph, and record what they encounter. For each object or exhibit that stays with them, they note: what is it, what does it tell me, and what question does it give me?

3

Back in the classroom, students bring their photographs, sketches, and questions to AI. AI is the research partner for what they found — not the authority on what it means or whose story it carries.

4

Students complete the Experience Trace Scale. The assessable evidence of thinking sits alongside whatever Te Papa teaching resource the class is using.

A note on AI and taonga Taonga held at Te Papa carry whakapapa, mana, and the authority of the communities they come from. AI can provide historical context, research pathways, and comparative information. It cannot speak for the meaning of taonga. The knowledge held by mana whenua and the communities whose taonga these are takes precedence. Students should approach AI prompts about cultural objects as researchers, not as interpreters.
Te Papa's education team offers guided programmes led by learning specialists who bring the collections to life. Where a guided programme is not possible, the self-guided visit with Te Papa's teaching resources and this companion gives any class a genuine and rigorous Layer 1 experience.

Back in the classroom — AI as thinking partner

Years 1–6
What we sawShow AI a photograph of an object or exhibit from Te Papa. Ask: "What is this? How old might it be? What was it used for?" Compare AI's answer with what the label or guide said at the museum.
Natural historyIf students saw a natural history specimen, ask AI: "What do we know about [creature or specimen]? When did it live? Why is it important?" Ask: did seeing the real thing tell you something AI's answer didn't?
Art and makingIf students saw an artwork, ask AI: "What materials is this artwork made from? What techniques might the artist have used?" Then ask: what did you notice in real life that you wouldn't see in a photo?
Our questionAsk each student to share the one question their favourite exhibit gave them. Type it into AI. Is AI's answer satisfying? What would you need to go back and find out?
Years 7–10
Taonga and provenanceChoose a taonga students encountered. Ask AI: "What is the history of [object type] in Māori or Pacific culture? What materials were used and why?" Ask students: how does AI's account compare with what the museum said about this specific object?
Historical contextChoose a historical object or document. Ask AI: "What was happening in New Zealand at the time this was made or signed? What were the conditions that produced it?" Compare AI's context with the exhibit's own framing.
Scientific specimensAsk AI: "What does the [specimen name] reveal about the environment it lived in? What caused its extinction or survival?" Ask students: what did the scale or condition of the specimen tell you that AI's description cannot?
Curation and choiceAsk AI: "Why might a museum choose to display [object] in the way Te Papa has?" Then ask students: what choices did you notice in how exhibits were displayed? Whose perspective did those choices reflect?
Years 11–13
Repatriation and ownershipAsk AI: "What are the arguments for and against repatriation of taonga held in museum collections?" Evaluate AI's response against Te Papa's own Karanga Aotearoa repatriation programme. Where is AI's account well-evidenced and where does it simplify?
Representation and powerAsk AI: "How have museums historically decided what to collect, display, and interpret? How has that changed in New Zealand since Te Papa opened in 1998?" Apply this to specific exhibits students encountered — whose stories were centred?
Scientific significanceAsk AI to describe the significance of a specific natural history specimen or collection in the context of NZ and global science. Evaluate AI's response for accuracy and depth. What would a Te Papa specialist add that AI cannot?
Art and interpretationAsk AI to provide critical context for an artwork students encountered — artist, movement, cultural context, critical reception. Identify where AI's account is well-supported. What did the physical encounter with the work add that AI's account does not?

Experience Trace Scale — museum visit

Level Years 1–6 Years 7–10 Years 11–13
1 I can describe one object or exhibit from Te Papa that I couldn't have experienced properly on a screen. I can describe a specific object or exhibit and explain what its physical presence at Te Papa adds that a digital reproduction cannot. I can analyse why the physical encounter with a specific object produces a qualitatively different kind of understanding from digital or AI-mediated access.
2 I can say whose story the object or exhibit tells and why that story is at Te Papa. I can explain the historical, cultural, or scientific significance of a specific object and the context in which it was made, used, or collected. I can situate a specific object within its broader context and identify the interpretive choices Te Papa has made in how it is displayed and described.
3 I can say one thing AI told me about what I saw and whether it matched what I experienced at Te Papa. I can identify where AI's account matched the museum's own description and where it simplified, omitted, or introduced a different perspective. I can critically evaluate AI's account against the museum's own interpretation, primary sources, and the perspectives of communities whose taonga or stories are represented.
4 I can say why being at Te Papa gave me something I couldn't have got from a book or a screen. I can explain what direct encounter with museum objects adds to learning that secondary sources and AI cannot provide, using a specific example from the visit. I can articulate the epistemological difference between encountering an original object, reading about it, and querying AI about it — 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 genuinely 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 methods, and explain what additional expert knowledge would be needed to develop a well-evidenced response.

Education programmes by Museum of New Zealand Te Papa Tongarewa
tepapa.govt.nz/learn/for-educators

Real World Ready AI layer and Experience Trace Scale by Field-Based STEM · field-basedstem.kiwi/real-world-ready/