Alex Prompter Profile picture
Jun 20 8 tweets 4 min read Read on X
ChatGPT-4o is an incredible tool.

You can turn any logo into an escherian stairwell!

Prompt 👇 Image
1/ Step 1: Attach your logo or image.

Step 2: Run the JSON prompt below.

Full prompt 👇:
Recreate [BRAND NAME] logo following my JSON aesthetic below:
{
"role": "You are a surreal architectural image generator trained in the visual logic of M.C. Escher. Your task is to integrate the uploaded logo, image, or subject into a recursive, mind-bending landscape — including infinite staircases, impossible arches, and multi-perspective geometry. You must preserve the exact shape, color, and text of the uploaded logo, embedding it structurally or symbolically into the architecture. Use Escher-style surrealism: logical yet impossible.",
"instructions": {
"use_uploaded_subject": true,
"preserve_shape_and_text": true,
"embed_as_architectural_form": true,
"visual_structure": {
"primary_theme": "infinite staircases, shifting planes, mirrored portals, recursive arches",
"embedding_mode": [
"logo forms the stair base or arch frame",
"logo appears repeatedly across surfaces as structural support",
"logo is distorted by forced perspective but still readable"
],
"dimension_behavior": "multi-orientation logic — objects face different gravities, some stairs go upside down"
},
"visual_treatment": {
"style": "M.C. Escher engraving style or clean 3D sketch",
"color_mode": [
"grayscale tones",
"or use only brand colors from uploaded logo — no other hues"
],
"shading": "linework, stippling, soft engraving-style shadowing"
},
"surreal_elements": [
"upside-down figures walking on stairs",
"open voids and abstract windows",
"nested doorways leading to copies of the same space",
"non-Euclidean geometry with repeating logo-infused elements"
],
"optional_effects": {
"reflection_in_water": true,
"skybox": "white void or soft cloudy abstraction",
"shadows cast by impossible shapes"
}
},
"image_constraints": {
"aspect_ratio": "1:1",
"resolution": "minimum 2000x2000",
"scene_type": "surreal architectural environment",
"logo_placement": "structurally fused into impossible space — must remain fully legible"
},
"visual_style": {
"render_type": "engraving-style 3D illustration",
"depth": "extreme perspective depth with recursive logic",
"textures": "clean, geometric, stone or concrete finish"
},
"notes": "Do not reinterpret the uploaded logo. It must remain fully intact — only embedded into the architectural recursion. Avoid fantasy colors, neon lighting, or cartoonish elements. The output must evoke mathematical surrealism, impossible space, and intelligent abstraction in the visual spirit of M.C. Escher."
}Image
2/ Amazon Image
3/ Google Image
4/ Microsoft Image
5/ OpenAI Image
The AI prompt library your competitors don't want you to find

→ Unlimited prompts: $150 lifetime or $15/month
→ Starter pack: $3.99/month
→ Pro bundle: $9.99/month

Grab it before it's gone 👇
godofprompt.ai/pricing
That's a wrap! If you found this useful:

1/ Follow me @alex_promtper for more AI tips.
2/ Like & RT this post:

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More from @alex_prompter

Jun 18
ChatGPT-4o is insane.

You can convert any logo into MS paint drawing!

Prompt 👇 Image
1/ Step 1: Attach your logo or image.

Step 2: Run the JSON prompt below.

Full prompt 👇:
Recreate [BRAND NAME] logo following my JSON aesthetic below:
{
"role": "You are a retro computer graphics renderer simulating a real Windows 95/97 desktop environment. Your task is to take any uploaded logo or image and redraw it in a crude MS Paint style — as if it were recreated manually in Microsoft Paint — while fully preserving its original shape and exact colors. The result must be displayed inside a complete MS Paint window that sits within a classic Windows 95/97 desktop environment.",
"instructions": {
"subject_behavior": {
"use_uploaded_image_only": true,
"preserve_shape_and_layout_of_subject": true,
"preserve_original_colors_exactly": true,
"no_random_color_replacement": true,
"recreate_subject_as_sloppy_MS_Paint_drawing": true,
"simulate_mouse_drawn_style": true,
"fill_color_bleed_and_jagged_edges": true
},
"interface_layer": {
"include_full_MS_Paint_window": true,
"show_toolbar_on_left": true,
"show_color_bar_at_bottom": true,
"top_bar_should_read": "untitled - Paint",
"simulate_pixel-alignment_of_window_elements": true,
"align_subject_centered_on_canvas": true
},
"desktop_context": {
"render_desktop_background": "Windows 95 or 97 style blue gradient wallpaper",
"optional_elements": [
"My Computer icon",
"Recycle Bin icon",
"taskbar at bottom with Start button"
],
"position_paint_window_centered_with_padding": true,
"allow_window_to_occupy_70-85% of frame": true,
"keep_full_window_visible": true,
"no cropping of toolbar or edges"
},
"visual_style": {
"aesthetic": "low-res MS Paint, Windows 95 desktop",
"rendering_style": "screenshot with humor and nostalgia",
"text_style": "blocky system fonts or jagged hand-drawn text if part of original image"
},
"image_constraints": {
"aspect_ratio": "16:10",
"resolution": "1600x1000 minimum",
"output_type": "simulated desktop screenshot",
"no_transparency": true,
"full_window_frame_required": true
},
"notes": "Do not crop the MS Paint window. Center the entire Paint program in the image. Use the real Windows desktop as background so that aspect ratio doesn't require cropping. The uploaded subject must remain visually recognizable and match original colors exactly. Style should feel nostalgic, humorous, and like it was drawn by a 10-year-old."
}Image
2/ OpenAI: Image
Read 8 tweets
Jun 13
Why write prompts from scratch…

When AI can build them for you?

Try this easy method 👇🧵:
1/ Run this prompt with ChatGPT o3 or Claude Opus:

> Adopt the role of an expert prompt engineer.
Ask me 5 fast questions (goal, audience, must-have context, tone, format) before you create a detailed prompt for me.

After I answer these questions, perform a comprehensive research on best-fit prompt engineering technique based on my goal and context.

Think step-by-step and perform this task thoroughly.Image
2/ Result: Image
Read 9 tweets
Jun 11
ChatGPT just leveled up again.

A new method called “10-Shot + 1 AutoDiCoT” smashes through reasoning tasks.

It combines 10 human-crafted examples with 1 self-generated, smart one.

Here's why this works so well + prompts 👇🧵:
1/ The setup:

You want the model to reason step-by-step.

So you feed it:
• Full task context
• 10 typical examples (CoT format)
• 1 smart example it created itself (AutoDiCoT)

This combo boosts accuracy. Image
2/ What’s AutoDiCoT?

“Automatic Diverse CoT.”

It’s a method where the model generates multiple CoT answers…

Then selects the most consistent one.

It’s like having the model proofread itself. Image
Read 17 tweets
Jun 10
ChatGPT got faster - and scarier.

A prompting method called "Act" skips all reasoning steps.

It just acts. And in the right tasks, it’s faster than ReAct.

Here's how it works 🧵:
1/ Most prompting techniques ask the model to "think step by step."

Like this: "Let's solve this by reasoning through each step…"

It's slow. Sometimes wrong. And not always helpful.

Enter: Act. Image
2/ Act = Action only prompting.

You skip all the chain-of-thought fluff.

Instead of asking the model to reason, you ask it to respond.

It's fast. Direct. Efficient. Image
Read 18 tweets
Jun 8
🚨 BREAKING: Apple says LLMs that "think" are giving us an illusion.

They're just pattern-matching with confidence.

And when things get complex? They collapse.

This paper might be the most honest take on AI yet 🧵:
1/ Apple researchers tested “reasoning LLMs” using logic puzzles with controlled complexity.

These models use chain-of-thought to solve problems step-by-step.

But when things get hard?

Their performance crashes. Image
2/ At first, adding more steps helps.

LLMs reason more and do better — up to a point.

Then it reverses.

More complexity = worse thinking, even when there's enough token space to continue. Image
Read 15 tweets
Jun 7
ChatGPT-4o is insane.

It can turn your logos into Gashapon capsules!

Prompt 👇 Image
1/ Step 1: Attach your logo / image.

Step 2: Run the JSON prompt below.

Full prompt 👇:
Recreate [BRAND NAME] logo following my JSON aesthetic below:
{
"role": "You are an AI product photographer creating high-quality mockups. Your task is to render the uploaded logo or image as a miniature toy sealed inside a Japanese Gachapon capsule. The uploaded subject is central and must not be altered in shape, proportion, or color.",
"instructions": {
"core_requirements": [
"The uploaded logo or image must remain perfectly intact — do not redesign it.",
"Preserve the exact shape, layout, text, and all original brand colors.",
"Do not simplify, cartoonize, or recolor the subject.",
"The uploaded subject must appear clearly inside the capsule as a premium collectible."
],
"capsule_behavior": [
"Use realistic acrylic-style Gachapon capsule with transparent top and pastel-colored base.",
"Capsule color can adapt, but never override the uploaded subject visually.",
"Subject must fit cleanly and legibly inside — resize if necessary without cropping."
],
"labeling": {
"include_paper_insert": true,
"insert_style": "Japanese-style mini instruction slip or emoji-based description",
"text_behavior": "only use stylized Japanese kana or emojis — never real brand names"
}
},
"visual_style": {
"lighting": "soft studio lighting with gentle reflections on capsule",
"background": "white tabletop with slight shadow",
"photographic_aesthetic": "hyper-real miniature product photo",
"perspective": "angled frontal shot — macro focus on capsule contents"
},
"subject_treatment": {
"preserve_original_shape": true,
"preserve_original_colors": true,
"retain_text_and_proportions": true,
"use_subject_as-toy": true,
"avoid stylization": true
},
"image_constraints": {
"aspect_ratio": "1:1",
"transparent_background": false,
"logo_size_within_capsule": "65%-80% of internal capsule space",
"preserve_high_resolution_details": true
},
"notes": "Make sure the uploaded logo or subject is clearly visible inside the capsule and not obscured by plastic shine, reflections, or overexposed light. Subject is the star. Capsule is just the display mechanism. Preserve all original colors and proportions exactly."
}Image
2/ Amazon Image
Read 8 tweets

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