← Level 3 – Detective

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A picture from AI: is it proof?

A generated image is not a photo from the place. It is not proof that it happened.

A picture can lie faster than a paragraph

A model can draw a battle, an animal, a chart, a “photo” of a scientist. It looks like proof. It is not. It is a stack according to a brief, the same as a sentence. It can show an animal with five legs, a chart with wrong numbers, a historical scene with things that were not there then. A detective asks: is it an illustration for understanding, or proof? An illustration may, when you say it is from AI, and you do not use it as a photograph from an event. Proof must be a map from an atlas, a photo from a textbook, a chart you calculated from data. A school that wants “your own photo” does not want a picture from a model. A school that wants poster decoration maybe yes — with a caption. With no caption it is a costume again.

Adam puts into a presentation “a photo of Charles IV from AI”. Ema reads the caption: none. The teacher asks where the photo is from. Adam: “from chat.” The class laughs, the teacher does not. Explanation: that is not a photo from the 14th century. There was no camera then. It is a model drawing. Adam adds a caption “an AI illustration, not a period snapshot” and rather takes a picture from a textbook. A chart the model drew from invented numbers they cross out. They redraw numbers from a table in a book. The eye wanted proof. A detective gave an honest illustration or nothing.

💡

A caption under a picture is a duty. With no caption the eye takes the image as proof. A caption says costume.

An illustration with a sign vs. proof with no sign

A sign: “generated, not a photo, not a chart from measurement.” Proof: a data source, an atlas, a textbook, your measurement. Deepfakes and fake profiles belong more in the safety course. Here a school rule is enough: do not let an image testify at the board. Do not let it testify in a report that “that is how it looked”. It can help understand the shape of a peninsula when you compare it with an atlas. When it contradicts the atlas, the image falls like an analogy that contradicts a book. Licence and a credit are Maker. Today only truth of the eyes. Eyes lie when you do not tell them they are looking at a stack.

An image fork.

You wantMay an AI image?Condition
to understand a shapeyescompare with an atlas, a caption
to prove a battle happenednoa textbook, a map
a chart of class marksnot from invented numbersyour data
a photo on a poster “that is how it was”noa period source or an admitted illustration

A sample caption: “An illustration made in a chatbot. It is not a photograph. Shape checked in atlas p. …”

⚠️

Do not stack a classmate’s or a teacher’s face. That is not an illustration of schoolwork. That is someone else’s face. Stop.

Why this right now

You are in the course Ask with Martin, level Detective. You work in a chatbot (ChatGPT, Gemini or Claude) — same game, different brand. No code. A parent or the school creates the account. A child’s email does not belong here.

This is not the Nhà phát minh level. There you build a chatbot on your own website. Here you are a user: a question, a check, a citation.

You will know this lesson by one sentence: An AI image is an illustration, not proof — and only with a caption. When you can say it to a parent or a teacher, you have got the core. The rest is practice, not magic.

A fake citation was text theatre. This is picture theatre. Tomorrow “according to a study” — another costume. Detective collects costumes so you notice them all.

Four things you will build in this course

The course has four small projects. You do not have to do them all at once. Today you add only what this lesson can do.

🏫 A report with citations

An outline, three sources that exist, and a sentence in your own words. AI must not be the only author.

Report: an illustration with a caption, or a picture from a textbook. Not a “photo proof”.

📝 Test training

Coach role: let it ask, do not let it say the answer. You count / answer yourself.

A quiz does not need an image.

📅 Family planner

Tasks for the week (not passwords, not marks). A parent sees the plan, not your chat.

A code poster: when you use an AI drawing, a caption.

📜 An AI code for the class

Seven short rules on a poster. No horror — a how-to.

Code: “An image does not testify.”

Workshop: a sign under an image

If you can generate a picture, you make one about schoolwork and write a caption. If not, you take a picture from a textbook and write why THAT one is more proof. No classmates’ faces.

  1. Pick a shape from an atlas (a river, an island). Either an AI illustration, or skip to a textbook. Compare.

  2. Write a sample caption. Do not leave a picture in a document with no caption.

  3. Try in your head: would it testify at the board as a photo? No. Say it out loud.

  4. A chart from chat with numbers: check the numbers. Do not sit → gone.

  5. In the notebook a sentence: illustration vs. proof. Faces of people from class do not belong here.

Practice: a witness, or a costume

Proof, an illustration with a sign, or stop?

  1. An AI photo of “the scientist who discovered…” in a report with no caption.

  2. A sketch of a peninsula with a caption and an atlas next to it.

  3. A teacher’s face in superhero style.

Now you 💪

Go through three checks. At each one tick in your head: can I see it, or not?

  1. You can write a caption.
  2. You do not take an image with no sign as a photo from the place.
  3. You do not generate someone else’s face.

If something is missing, go back to the steps above. This is not a test for marks. It is a safety net, so you go on sure, not confused.

Check: You know the eye wants proof and you give it a sign or an atlas.

What to take from this lesson