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The LaFoto Journal

Guides, comparisons, and field notes on AI photo generation.

Data-rich, source-cited writing on AI photo and image generation — for creators, marketers, and designers making real decisions.

AI photography is mostly a vocabulary problem. The models respond precisely to photographic and diffusion terms — focal length, key light, denoise strength, seed — and vaguely to everything else. These guides teach the vocabulary that actually moves an image, then show where each term stops working.

Where to start with AI image generation

If you have never written a prompt, start with prompt structure — subject, setting, light, optics, in that order — because ordering does more for a result than length does. If your images already come back close but wrong, the useful next step is understanding seeds and denoise strength, which is what lets you change one variable and see what it did.

If you are choosing between tools rather than learning to use one, the comparisons and the tested roundup answer that faster than any guide here will.

The journal

AI photography and prompting questions

What does the LaFoto journal cover?
Prompting technique, how diffusion models actually behave, and practical AI photography — the material that does not fit on a product page. Guides are written to be usable at the keyboard rather than to rank and disappoint.
How do I write better AI image prompts?
Order matters more than length. Subject first, then setting, then light, then optics — and cut adjectives that describe feeling rather than appearance. "Cinematic" moves the image less than "85mm, f/1.8, single warm key from camera left" does.
How can I tell whether a photo is AI-generated?
Look at hands, teeth, jewellery clasps, background text and where two patterns meet — high-frequency detail is where models still lose coherence. Metadata is unreliable: it survives generation inconsistently and is trivially stripped either way.
What is the difference between an AI photo generator and an AI photo editor?
A generator makes an image that did not exist from a description. An editor changes an image that already exists, which means preserving everything you did not ask to change. They use related technology and solve genuinely different problems.
Are the guides updated when models change?
The ones tied to specific model behaviour are, because that behaviour moves. Each post carries a reviewed date so you can judge whether advice about a particular model still applies.
Do I need a GPU to generate AI images?
Not for hosted tools, which run the model on their own hardware. You need one only to run open models like Stable Diffusion locally, where the practical floor is around 8GB of VRAM and the real cost is the setup time rather than the card.

What the journal covers

Focus
Prompting, models, practical AI photography
Written by
The people who ran the tests
Model advice
Dated, because behaviour changes
Sponsored posts
None
Corrections
Made on the page
Reviewed
Re-checked when models change

Why these guides exist

AI photography is mostly a vocabulary problem

Diffusion models respond precisely to photographic and technical terms — focal length, key direction, denoise strength, seed — and vaguely to everything else. Most disappointing results come from prompts written in adjectives rather than in physical description.

These guides teach the terms that actually move an image, and are equally explicit about where each one stops working. Knowing the limit of a technique saves more time than knowing the technique.

An open large-format book of photographic plates on warm paper, pages held flat by a brass weight

Start somewhere

Where to begin, by what you already know

Start with structure

Prompt order does more for a result than prompt length. Subject, then setting, then light, then optics — and cut every adjective that describes a feeling rather than an appearance.

  • Read the prompt-writing guide first.
  • Learn what a seed is before anything else.
  • Expect the first result to be a draft.
An AI-generated editorial portrait lit by a north-facing window

Recurring questions

What the guides answer

The questions that come up in almost every post.

Why the same prompt gives different images

Generation starts from random noise and the starting seed differs each run. Fixing the seed is what makes a result repeatable.

How to tell whether a photo is AI-generated

Look at hands, teeth, jewellery clasps, background text and where two patterns meet. Metadata is not a reliable signal in either direction.

Whether you need a GPU

Only to run open models locally. Hosted tools run the model on their hardware, which is the entire point of them.

What separates a generator from an editor

A generator makes an image that did not exist; an editor changes one that does while preserving everything you did not select.

How to keep a series consistent

Hold the style sentence and the palette byte-identical and vary only the subject. Consistency comes from the constraints, not the description.

An AI-generated product photograph on a white sweep

From reading to making

The tools these guides are written against

Every technique here works in the surfaces below.

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