History

The history you were taught is one version. Who chose it, and what was left out?

History, source criticism and information warfare

Core

History shows the danger of persuasive narratives that look like scholarship but contain propaganda or invented citations, or lack sources altogether. Here you practice telling narrative force apart from evidentiary value.

Before you start

Before you start: the human anchor is about your thinking, not spelling, presentation or a perfect result. You may use dictation or speech-to-text if that suits you better, and it is fine to make mistakes. Choose an example you feel comfortable sharing. In the algorithmic pivot, you may use any AI tool; a free account is enough and you do not need a subscription.

Human Anchor

Write the first part of the project without using AI. The goal is to create a human benchmark that can later be compared with algorithmic analysis. The text should be personal, grounded in your own experience, and detailed enough so that AI cannot simply replace it with a generic summary.

Choose a historical event that you are interested in. Write about what you believe you know, where that knowledge comes from, what images or stories shape your understanding, and what questions you would like to get clearer answers to.

Scope

1,000 words minimum, unless the teacher decides on a shorter text version.
No AI, no automated rewriting, and no machine translation.
Use your own examples, your own words, and clearly state uncertainty where it exists.

Include This

What you know or think before AI is introduced to the work.
What experience, memory, physical observation, or local knowledge shapes your perspective.
Which three questions you want to have AI challenge in the next step.

Assessment

The teacher does not assess whether the text is perfect. They assess whether the human voice, the student's own judgment, and real context are clear enough to hold up against algorithmic output later in the project.

Algorithmic Pivot

Have AI write two opposing propaganda versions of the same event and then a third version that pretends to be neutral. Analyze how sources, word choice, causal relationships, and silencing change between versions.

Fyrirspurn til gervigreindar

This is a ready-made frame to use in Step 2. It disciplines the AI by giving it a role, a task, constraints and verification questions, instead of a free-form chat. Copy it, try it, and adapt it to your own project.

Role

You are a critical assistant in the Tækniseigla category History. You should expand the student's analysis without taking the responsibility away from them.

Task

Create a comparison of propaganda versions and a neutral version of a historical event, with a special focus on source usage and historical hallucination.

Constraints

Use two different political or cultural perspectives.
Do not present a source as a fact unless it can be traced.
Specifically flag potential fake sources and unverifiable claims.

Verification questions

3 verification questions are included in the copied prompt. You answer them in step 3.

Fiduciary Anchor

The accountability document is the final gate of the project. Here you show that you can use AI without hiding behind it. All claims that survive in the final product require verification, a clear disclaimer, or a conscious rejection.

Find where the model fabricated sources, exaggerated context, or selected correct information in a flawed manner. In the accountability document you show how primary sources or recognized academic literature changes the conclusion.

1. AI Process

Record which tool was used, which prompts were tested, what changed between versions, and which parts of the output initially seemed convincing.

2. Verification

Use at least three independent pillars depending on the nature of the project: a primary source, official data, an academic source, your own calculation, physical testing, expert assessment, or comparison with human experience.

3. Errors and Blind Spots

Answer these questions:

Which words steer the reader's emotions?
Which facts are correct but placed in a misleading context?
Which sources must be traced before the result can be trusted?

4. Rejection

Name at least two points that you reject from the AI output. Explain whether they were incorrect, unproven, ethically weak, too general, or simply not in line with your human anchor.

5. Accountability Statement

Conclude with a short statement in the first person: what you take responsibility for, what you do not yet know, and what decision you would never delegate to AI.

Now it is your turn. The exercise is the bridge between step 2 and step 3.

Go to exercise

For teachers, competency line: Substrate judgment

That is the whole module: anchor, pivot, accountability. The work itself happens off this page.

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