Lesson 3

Algorithms of Oppression

Why does your feed look different to mine? And who controls it?

The Invisible Editor

Every time you open TikTok, Instagram, or YouTube, you aren't seeing "the world". You are seeing a tiny slice of it, curated by a mathematical formula (an Algorithm).

🎯 The Goal of the Algorithm

The algorithm has one job: To keep you on the app for as long as possible.

It doesn't care if the content is true, helpful, or kind. It only cares if it is engaging.

The Engagement Trap

You see a post
(It makes you angry/scared)
β†’
You React
(Comment, Share, or just Watch longer)
β†’
The Algo Learns
"Show them more of this!"

Result: high-arousal content can be amplified because it drives attention. Treat that as a claim to test, not a universal law.

Key Concepts

🫧 The Filter Bubble

When the algorithm only shows you opinions you already agree with. You start to think everyone thinks like you.

πŸ•³οΈ The Rabbit Hole

When you click one video on a topic (e.g., "Earth is flat?") and the app keeps serving you more increasingly extreme videos.

Te Ao Māori: Kaitiakitanga o te Hinengaro

πŸ›‘οΈ Guardianship of the Mind

Kaitiakitanga usually refers to guarding the land. But we must also be kaitiaki (guardians) of our own hinengaro (mind) and wairua (spirit).

If the algorithm is feeding you "junk food" (hate, fear, fake news), you have the right to protect your space.

  • Curate: Unfollow accounts that make you feel whack.
  • Diversify: Deliberately follow people who disagree with you (respectfully).
  • Disconnect: Put the phone down to reconnect with the physical world (Taiao).

Mahi: Audit Your Feed

Open your favourite social app right now. Look at the first 5 posts.

Anger Jealousy Humour Fear
Next Lesson: Movements in Aotearoa β†’

📋 Teacher Planning Snapshot

Ngā Whāinga Ako — Learning Intentions

Students examine how digital technologies and social media are used as tools of activism — exploring power, participation, and the hΔ«koi tradition of Māori resistance to understand how communities organise for change in Aotearoa New Zealand.

Ngā Paearu Angitū — Success Criteria

  • ✅ Can analyse how digital tools amplify or suppress activist voices, applying a tino rangatiratanga lens
  • ✅ Identifies algorithmic bias and explains its impact on Māori, Pasifika, and marginalised communities
  • ✅ Designs or evaluates a digital campaign using tikanga principles of manaakitanga and kaitiakitanga

Differentiation & Inclusion

Scaffold support: Use familiar social media examples as an entry point; provide a structured campaign analysis template. Extension tasks include researching Te Mana Raraunga, analysing algorithmic amplification data, or designing a full digital activism strategy.

ELL / ESOL: Pre-teach vocabulary (activism, algorithm, participation, sovereignty) with visual examples; use real NZ case studies to ground abstract concepts in accessible contexts.

Inclusion: Offer multiple formats for campaign design (visual, written, oral pitch); neurodiverse learners benefit from clear step-by-step planning frameworks and structured peer feedback protocols.

Mātauranga Māori lens: Hīkoi as the embodied tradition of collective action — digital activism as its contemporary form. Tikanga in digital spaces: protocols for respectful online engagement. Tino rangatiratanga frames the right to self-determined participation. Kaitiakitanga extends to protecting whānau and community data online.

Prior knowledge: Basic social media literacy; awareness of New Zealand social and political issues.

Curriculum alignment