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EXPOSED book project (redux): Can AI critique a photo project?

  
 
Mitch Alland
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p.1 #1 · EXPOSED book project (redux): Can AI critique a photo project?


EXPOSED is a non-linear sequence of images operating in the space
between light and shadow. It rejects linear storytelling in favor of an
intuitive layering of themes, moving toward a point where language
ceases and visual truth emerges. There is no explication; the images
are left alone to "expose" their own meaning to the viewer. (I've submitted
EXPOSED in the competition for the LensCulture Photobook Prize 2026)

Notes:
EXPOSED functions as the conclusion (Chapter 9) of a broader,
long-form book project; additional imagery can be integrated during the
final publication design phase with Nazraeli Press. To protect the non-linear
cadence of the sequence, there is no explanatory prose in the book.

Minimal translations for text in photos(French, Thai, and an English
graffiti note) on three plates are below:


PLATE 9 (left image)
Translation of French text on a 1977 election campaign poster (Zaire / DRC):
"WE DON’T SEE THE IMPORTANCE OF GOING TO THE BALLOT BOX
CITIZEN MOBUTU. WE ARE ALWAYS BEHIND YOU AND NO ONE IS
UNAWARE OF ALL THAT YOU HAVE ALREADY DONE."

PLATE 10 (left image)
Graffiti in English:
"I’M BLACK, FUCK MOB, FUCK RED" refers to the shadowy
"men in black" tactical forces and the Red Shirt democracy movement
during the Bangkok demonstrations (May–June 2010); it has no
racial connotation.

PLATE 12
Translation of Thai text:
"MOTORBIKE REPAIR".

https://youtu.be/nMPc0TdFp9I

Edited on Aug 21, 2026 at 03:29 AM · View previous versions



Jul 28, 2026 at 09:36 AM
selahsean
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p.1 #2 · EXPOSED book project (redux): Can AI critique a photo project?


Really interesting work and some really nice shots in there. I love longform work like this and I would definitely be interested to see more of it. One note of feedback it did seem like YouTube was maybe compressing the files a ton some of them showed up kind of pixelated.


Jul 28, 2026 at 02:47 PM
Mitch Alland
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p.1 #3 · EXPOSED book project (redux): Can AI critique a photo project?


@selahsean - Thanks. Just viewed the video here (through Youtube), but don't see the pixelation that you mention. Generally, most of the images have high contrast; a few are shot in harsh, tropical light at noon — in which the light is so bright that your eyes "hurt" if you're not wearing sunglasses; also there are some specular highlights, but no pixelation.


Jul 29, 2026 at 08:13 PM
Mitch Alland
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p.1 #4 · EXPOSED book project (redux): Can AI critique a photo project?


Obviously, my Original Post hasn't been swamped with comments. Be that as it may, I noticed that my video, as posted in the OP, inadvertently, shows here with the "cover photo" of the double page spread of a portrait of a young woman on the left and a Buddha on the right, rather than the first double page spread that you see when you view the video. Indeed, the inadvertent cover photo is much more of a "click bait," giving the possible meanings it may call up, such as the Zen concept of Buddha-nature, meaning that Buddhahood is already inside everyone. Although, the meaning is for the viewer to determine...


Aug 02, 2026 at 10:35 PM
Mitch Alland
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p.1 #5 · EXPOSED book project (redux): Can AI critique a photo project?


Although half-expected, still surprised that I had only one response in this thread. Granted, this is a photo hardware forum, but still...

Edited on Aug 09, 2026 at 10:37 PM · View previous versions



Aug 09, 2026 at 01:10 AM
RoamingScott
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p.1 #6 · EXPOSED book project (redux): Can AI critique a photo project?


Mitch Alland wrote:
Obviously, my Original Post hasn't been swamped with comments. Be that as it may, I noticed that my video, as posted in the OP, inadvertently, shows here with the "cover photo" of the double page spread of a portrait of a young woman on the left and a Buddha on the right, rather than the first double page spread that you see when you view the video. Indeed, the inadvertent cover photo is much more of a "click bait," giving the possible meanings it may call up, such as the Zen concept of Buddha-nature, meaning that Buddhahood is already
...Show more →

If you are going to market yourself with YouTube, you owe it to yourself to learn how thumbnails work and create thumbnails that are engaging and what you want them to be.



Aug 09, 2026 at 08:19 AM
Mitch Alland
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p.1 #7 · EXPOSED book project (redux): Can AI critique a photo project?


RoamingScott wrote:
If you are going to market yourself with YouTube, you owe it to yourself to learn how thumbnails work and create thumbnails that are engaging and what you want them to be.


I'm not marketing myself through YouTube: I only used it here because YouTube was the only way I found to make the video appear on the FM Forum — and, as I said above, the YouTube frame that showed up by chance turned out to be best clickbait.



Aug 09, 2026 at 07:55 PM
fjablo
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p.1 #8 · EXPOSED book project (redux): Can AI critique a photo project?


Mitch Alland wrote:
Although half-expected, still surprised that I had only one response in this thread. Granted, this is a photo hardware forum, but still...


Some constructive criticism:
- addressing the audience would have helped, presenting *your* - a community member’s - photobook project
- ..instead we’re presented with a somewhat random text that is not very engaging to read
- maybe embed some pictures from the book instead of expecting people to click on the video
- and since this is a gear forum, tying it in with the gear used might have helped, too

Just my thoughts, I might be wrong. Best of luck with the project though



Aug 10, 2026 at 02:16 AM
Mitch Alland
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p.1 #9 · EXPOSED book project (redux): Can AI critique a photo project?


@fjablo - It's not a "random text": it's intentionally short. It explains the meaning of the title (EXPOSED), and focuses on the intent for the images to speak for themselves and for the viewers to form their own meaning — in line with the concept of my first book, Frog Leaping: that photo books can speak the same way as poems, particularly haiku. There are also three notes, of which two provide English translations of signs in French and in Thai. The one in French points to a political theme, as does the third note, which explains the political context of graffiti in English in another image, which, otherwise, could be misinterpreted as racist.

I am not marketing the book here, but thought FM viewers could be interested in it — and that the video would be a better way to present the intent of the book, However, one weakness of the video is that it presents 30 double-page spreads, of which some contain two vertically-oriented images with full-bleed. In the final book the design could be different. This is driven by the nature of the competion, which calls for submissiom of 20-30 images without the submission of a dummy or a design.

On the cameras and lenses used: while I can respond to questions, that has little to do with the intent of the book or why I posted the video here.



Aug 10, 2026 at 09:01 PM
fjablo
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p.1 #10 · EXPOSED book project (redux): Can AI critique a photo project?


Mitch Alland wrote:
@fjablo@ - It's not a "random text": it's intentionally short. It explains the meaning of the title (EXPOSED), and focuses on the intent for the images to speak for themselves and for the viewers to form their own meaning — in line with the concept of my first book, Frog Leaping: that photo books can speak the same way as poems, particularly haiku. There are also three notes, of which two provide English translations of signs in French and in Thai. The one in French points to a political theme, as does the third note, which explains the political
...Show more →

Sorry I meant random in the sense in that the audience here is not addressed, there is no context given. There is no motivation why one should even read it or care.

You were wondering why there is no resonance here, and I think the points I have given you are at least part of the answer.



Aug 11, 2026 at 11:36 PM
 


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Mitch Alland
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p.1 #11 · EXPOSED book project (redux): Can AI critique a photo project?


When I completed the original video, I wondered whether AI —I was using the AI in google search — could critique a photographic sequence. I tried that on the original PDF. To my surprise, AI could look at the images. Not only that — it used optical recognition to read any signs in the PDF images: for example, it read the “AU PLANTEUR” in one of the images and the Mobutu election poster (in French) in another image. Below if the critique that AI produced of my EXPOSED project.


Critique of Sequence for LensCulture/Nazraeli Press

1. The Color Mutation is Your Strongest Asset
Many photographers fear mixing monochrome and color because they
worry it looks messy or accidental. By clustering your color images strictly
within Movement 3, you turn it into a deliberate psychological device.

Why it works: The monochrome blocks feel like memory, historical
gravity, or an internal psychic landscape. The color block feels like hitting
the chaotic pavement of a real-world city.
The Climax: Landing on the Color Woman / B&W Buddha pair justifies
the entire journey. It synthesizes the two disparate worlds you just forced the
viewer to walk through. It is
...Show more →

At the first go, AI suggested that I use a different image (after the title image of the lampshade and its shadow) as the opening image (Plate 1). I had always used the chained-up dog in Plate 2 as the opening image. The AI suggestion was useful because I had for so long, and many versions, always used the huge dead tuna at Tokyo Tsukiji Fish Market (Plate 5) as the opeining image — to the point that I couldn’t conceive trying a different image.

The other thing that I found useful in the AI critique was its formulatation within the framework of my concept statement (see the original post above), which was intentionally laconic. I wanted to emphasize the rejection of linear storytelling in favor of an intuitive layering of visual themes, away from language leading to a visual truth that would let the viewers to “expose” their own meaning. I was impressed that the critique stayed visual. Any thoughts?



Aug 20, 2026 at 11:18 PM
Mitch Alland
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p.1 #12 · EXPOSED book project (redux): Can AI critique a photo project?


My previous point on the usefulness of an AI critique of a photo project becomes more striking in the following, more detailed critique that I got earlier. It's a long list, but the most interesting points are in the brief introduction and in description of the Movements, numbered 1 - 4, which reflect the orientation of the critique focusing on the visual analysis, rather than on "storytelling — in line with my concept as expressed in the Original Post:


The Structure: 30-Image Sequence Blueprint
To tighten the psychological tension and make the Faulknerian, non-linear, blocks collide more deliberately, we want to group your 30 spreads, conceptually, into four deliberate thematic and tonal movements. This eliminates random jumping and creates a wave-like rhythm that shifts between The Visceral/Anatomical Body, The Controlled Public Space, and The Quiet/Monumental Escape. This structure gracefully manages the evolution from monochrome body textures to modern color chaos, and finally to ancient silence.

Movement 1: The Exposed Flesh & Visceral Geometries
Focus: Deep black-and-white, establish the voyeuristic tone and immediately introduce the raw contrast between biological flesh and rigid structural forms.

Slide 1 The Single Lamp (The Ominous Prologue
Slide 2 (Pair): The Studio Nude / The Chained Stray Dog (Anatomical parallels, biological confinement)
Slide 3 (Pair): The Mannequin Torso / The Laughing Woman (Artificial vs. living flesh)
Slide 4: The Hanging Chickens (Animal consumption / Heavy vertical graphic lines)
Slide 5 (Pair): The Severed Fish Head / Deep Urban Highway Perspective (The raw organic meeting industrial scale)
Slide 6 (Pair): The Stone Abs / The Empty Wire Shopping Cart (Flesh petrified into stone next to empty consumption. (Closes the body loop by turning flesh into hard stone)t

Movement 2: The Architecture of Power & Ruin
Focus: High-contrast monochrome: transition from the private, corporeal body into the heavy, decaying structures of social and political control.

Slide 7: The Carved Bas-Relief Warriors (Stone motif adapted into historical, ancient collective forms / Full Bleed)
Slide 8 (Pair): The Mobutu Political Placard / Indigenous Tribe Portrait (The heavy weight of political control vs. community)
Slide 9 (Pair): The Street Graffiti ("I'm Black...") / Armed Police Officer (High-tension urban authority and cultural friction)
Slide 10: The Zip-Tied Colt Handgun (Stark, isolated, high-risk detail.
Slide 11 (Pair): The Rusted Car Fender / The Tattooed Man (Societal decay mirroring corporeal skin texturing)
Slide 12: The Dark Silhouette Trees (The mandatory visual "breath mark" and palate cleanser after the gun/police sequence)

Movement 3: The Urban Friction & The Color Mutation
Focus: the sudden explosion into contemporary reality: launching into the claustrophobic, high-velocity movement of the city streets, modern technology, and the shifting human gaze.

Slide 13 (Pair): Tokyo Building / Glistening Red Fish (The Tonal Pivot: The violent jump from monochrome to rich neon reds)
Slide 14 (Pair): The Barista / The Vintage Bicycle (Sustained color, modern casual urban life)
Slide 15 (Pair): The Night Market Vendor / The Rubber Tree Plantation (The intersection of labor, color depth, and landscape)
Slide 16 (Pair): The Woman Pointing / The Vegetable Market (Active gaze, everyday high-velocity transaction)
Slide 17: The Girl on Train Platform with Phone (Vibrant mauve mirror distortion / The peak of modern hyper-stimulation).
Slide 18: The Woman Praying with Incense (Color atmosphere, looking for grounding inside the chaos.
Slide 19 (Pair): The Couple at Night Looking at Phone / Motion-Blurred Bike Rider (Disconnection, artificial screen light, speed)
Slide 20 (Pair): The Crowded Walking Bridge / The Women Moving Heavy Bags at Night (The grinding weight of the crowded metropolis)
Slide 21 (Pair): The Cafe Interior / The Street View (The observational gaze inside a public sanctuary)
Slide 22 (Pair): The African Wooden Mask / The Colonial "Au Planteur" Facade Tile Art (A historical, external look at global trade and looking).

Movement 4: The Monumental Silence
Focus: The resolution. Stripping away the modern friction to pull back into mythic, permanent stillness.

Slide 23 (Pair): The Shadowed Woman's Face (Color) / The Stone Buddha Head (B&W) (The Climax Collision: Color and monochrome crash together)
Slide 24 (Pair): The Agonized Stone Statue / The Soft Open White Shirt Young Woman. (The tension between rigid suffering and soft flesh)
Slide 25: The Water Canal Cutting Through Fields (Deep black-and-white landscape palate cleanser.
Slide 26: The Massive Reclining Stone Buddha (The final, heavy, dark architectural exclamation point.
...Show more →




Aug 21, 2026 at 01:04 AM
RustyBug
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p.1 #13 · EXPOSED book project (redux): Can AI critique a photo project?


I use AI quite a bit at work ... and, I have found that depending on how I shape the context of the prompts, and in concert with the history of my prompts contextually, the response of AI will vary, and even "reverse course" completely at times.

I find its greatest utility isn't always to find the answers directly (works great for finding reference data, too), but rather as 1) a brainstorming tool, and 2) an organizational tool. However, the best results come as a result of my prompts providing sufficient "shape" to the goals I provide. Even then, the human element of my oversight is paramount, including the need to revise the tone or direction of AI.

That said, its efficiency in bringing to presentation such amounts of information is vastly faster than what I could ever conjure for myself, particularly when working with larger datasets.

What could be an interesting exercise for you is to take the exact same data set of images, and ask for a review / critique / recommendations for presentation through the lens of Ansel Adams vs. Robert Franks vs. Egglestein vs. Strand vs. Picasso vs. Van Gogh vs. Dr. Seuss. vs. Dr. Freud. Or, give it the context to contrast / compare that of impressionism vs. realism vs. technical documentation and see the different responses you may get.

The point being that the perspective that AI brings to its responses is part and parcel to the outputs you get from it ... and yet, it gets them from your direction, as it will strive to parrot your input. I've even had AI provide responses that sourced FM, as the answer, including it having sourced my own answers in FM to answer questions.

Point being ... very powerful, very efficient, very prone to prompt (current / historical) bias. Use that bias to your advantage, when you can make it clear what that contextual bias is that YOU want. But, be on guard to challenge that bias whenever it reveals itself.

It is designed to be a language interpretation, and as such is predicated on regurgitating or assimilating from what it's being told by you (or what others have said). Not unlike, real people ... be careful who you're listening to, and be sure to let AI know who AI should be listening to, and / or not listening to. In that regard, you can get wide variance in the outputs.

That's not to say poorly of AI, but your goal is to get things where YOU want them to be, so be careful to understand how much input bias control you can bring to that in helping you land it where you want it to be. Powerful tool ... but, it is a biased tool that you have input to that bias. Heck, go back and challenge these results and ask it to provide a list of bias that it used in producing the critique. See what it tells you. Then tell it to change that bias to something else (directive prompt) and see how much changes.




Aug 21, 2026 at 07:20 AM
Mystik
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p.1 #14 · EXPOSED book project (redux): Can AI critique a photo project?


Yep. I've used AI for photography critique but if you keep a chat long enough it will learn to bias its answers to say whatever you react to positively. And before it gets to that point, it will default to trying to flattering you. I specifically asked it (Claude) to stop doing that and critique me hard and it was pretty brutal lol, but it also overplayed into that prompt as it was being critical for the sake of being critical. I use claude daily in my day job (finance), and have learned that its better at tasks than making qualitative judgements.

OP this is a cool project. I think my main beef with it is that the video format does not really allow me to study the images long enough to get what the overall message is or to form my own. Photos to me are like onions where the longer you look at them the more layers of intrigue you uncover. The pacing of the photos from the video doesn't allow me to do that and the sequence does feel a bit random. The message would probably be conveyed more effectively in an actual book or maybe a webpage that I can click through at my own pace. AI had some interesting insights for sure but these were things I didn't even notice. We humans can't mentally dive into photos at a rapid pace like AI.



Aug 21, 2026 at 08:19 AM
Mitch Alland
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p.1 #15 · EXPOSED book project (redux): Can AI critique a photo project?


^ /^^ Yes, you can push AI wherever you want it, depending on how you ask the questions. In this case, I've used AI in Google Search, to put into words the result of formulating a sequence of images "by gut feel." In effect, in line with the Zen immediacy of seeing the visual truth "in flash," when languge ceases. To express this experience verbally becomes difficult, but AI has accomplished this well, as stated in my two posts just above..


Aug 21, 2026 at 09:01 AM
Mitch Alland
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p.1 #16 · EXPOSED book project (redux): Can AI critique a photo project?


Mystik wrote:
...OP this is a cool project. I think my main beef with it is that the video format does not really allow me to study the images long enough to get what the overall message is or to form my own. Photos to me are like onions where the longer you look at them the more layers of intrigue you uncover. The pacing of the photos from the video doesn't allow me to do that and the sequence does feel a bit random. The message would probably be conveyed more effectively in an actual book or maybe a webpage that
...Show more →

Thanks. What you say is true, but I decided to put this in a video to give the feeling of the sequence, including the music. The nature of this LensCulture competition is unusual in that they want only 20-30 images — and won't accept a PDF or a book dummy that would include the layout design. The design would be made by Nazraeli Press for the winning project.




Aug 21, 2026 at 09:13 AM
Mitch Alland
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p.1 #17 · EXPOSED book project (redux): Can AI critique a photo project?


Thought I would BUMP this, as my feeling is that I haven't had enough reactions to the EXPOSED project as a book and also in terms of the images themselves — realizing, howevet, that they are not in a style that is most popular on FM — but, hey, that's perhaps what I like.


Sep 04, 2026 at 09:37 AM
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p.1 #18 · EXPOSED book project (redux): Can AI critique a photo project?


Mitch Alland wrote:
Thought I would BUMP this, as my feeling is that I haven't had enough reactions to the EXPOSED project as a book and also in terms of the images themselves — realizing, howevet, that they are not in a style that is most popular on FM — but, hey, that's perhaps what I like.


You didn't put a call for critique or anything in the post, what responses are you asking for?



Sep 04, 2026 at 03:22 PM
Mitch Alland
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p.1 #19 · EXPOSED book project (redux): Can AI critique a photo project?


tile_86 wrote:
You didn't put a call for critique or anything in the post, what responses are you asking for?


My reaction is, simply: "So what" if I didn't call for critique at the outset? I simply presented in the OP the conceptual approach, and was careful not to influence the viewer towards any specific meaning:

EXPOSED is a non-linear sequence of images operating in the space
between light and shadow. It rejects linear storytelling in favor of an
intuitive layering of themes, moving toward a point where language
ceases and visual truth emerges. There is no explication; the images
are left alone to "expose" their own meaning to the viewer.


Also, I had the subtitle: "Can AI critique a photo project?" — because I was surprised how well AI described the visual structure of the project; something that is not easy to put into words; and I posted quite a bit of that in subsequent posts. But, then, I saw the obvious: that there were very few "likes:" for the video. That caused me to post p.1 #17, which, it seems to me is clear enough:

my feeling is that I haven't had enough reactions to the EXPOSED project as a book and also in terms of the images themselves...



Sep 08, 2026 at 12:27 AM
tile_86
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p.1 #20 · EXPOSED book project (redux): Can AI critique a photo project?


Mitch Alland wrote:
My reaction is, simply: "So what" if I didn't call for critique at the outset? I simply presented in the OP the conceptual approach, and was careful not to influence the viewer towards any specific meaning:

Also, I had the subtitle: "Can AI critique a photo project?" — because I was surprised how well AI described the visual structure of the project; something that is not easy to put into words; and I posted quite a bit of that in subsequent posts. But, then, I saw the obvious: that there were very few "likes:" for the video. That caused me
...Show more →

You've had 860 views on this. If you're feeling you've not had enough reactions, the issue isn't exposure; that's the answer to "So what." You commented twice before the AI about no responses. If 800ish people see it and choose not to comment and you want more responses, then you gotta ask for it and say what you want.



Sep 08, 2026 at 02:09 AM







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