When the High Clear is no longer scarce, the story sense is the way
The use of Midjourney, or Dream AI or Nano Banana, to produce an anatomically correct, photolyticly perfect high-level map is no longer a challenge. It's perfect. It's so boring。
DID YOU FIND THAT MOST PEOPLE'S MAPS, THOUGH SOPHISTICATED, ALWAYS HAVE AN INEXHAUSTIBLE "AI TASTE"? THE LIGHT IS ALWAYS EVEN, THE SKIN IS ALWAYS TOO SKIN-BURNING AND THE IMAGE IS ALWAYS FLAT AND FLAT。
THE CURRENT WEAKNESS OF AI IS NO LONGER “NO STRUCTURE”, BUT “NO PLAY”. IT'S ONLY GOING TO OUTPUT AN AVERAGE OF THE HIGHEST PROBABILITY BASED ON YOUR KEYWORD。
TODAY'S PRESENTATION ON “THREE FALSE CAUSALITIES” IS NOT INTENDED TO FIX THE PICTURE, BUT TO DECEIVE AI TO JUMP OUT OF THE “AVERAGE”. BY EMBEDDING A LOGICAL TRAP, WE WILL FORCE AI TO USE THE EXTREME LIGHT, SPECIAL SENSE OF QUALITY AND FILM-CLASS ATMOSPHERE THAT WILL NOT NORMALLY BE EASILY USED, SO THAT YOUR WORK CAN BE TRANSFORMED FROM A “TUTU MATERIAL” TO A “FILM PICTURE”。
Chapter I: Logical re-engineering — from “right painted” to “savory”
NOW THE AI MODEL TENDS TO BE USER-FRIENDLY, AND IF YOU DON'T INTERFERE, IT WILL GIVE YOU A PICTURE OF THE "SAFEST": LIGHT IS GOOD, THE CHARACTER IS BEAUTIFUL, THE BACKGROUND IS DEFORMED. BUT THIS USUALLY MEANS MEDIOCRITY。
AT THE HEART OF THE “FALSE CAUSE AND EFFECT” CONTROL THEORY IS TO FORCE AI TO PRODUCE A “RESULT” OF DETAIL BY CREATING A “CAUSE” THAT DOES NOT NEED TO APPEAR IN THE PICTURE。
We're not picturing. We're lecturing AI. Once you've implanted the causal logic, AI, in order to make it work, automatically adjusts the Color Grading, Film Grain, and micro-reverses, which can only be done by stacking words (4k, 8k, masterpiece)。
Chapter 2: Skills I - Breaking the "show" with "state cause and effect"
1. Pain Analysis: Shaping the Wind
WHEN YOU ENTER "A GIRL RUNS", NOW AI CREATES A VERY PERFECT RUN ATTITUDE. BUT THE PROBLEM IS, IT LOOKS LIKE A MODEL WHO PRETENDS TO RUN IN A STUDIO, CLEANS UP, HAS A CLEAN HAIR AND IS PERFECT. IT'S "SHOWING."。
Solutions: "state" injection time
We need to replace simple action with state. The state suggests that the movement has been going on for some time, and the images must contain the traces of time (sweat, disorder, fatigue, environmental interaction)。
WHEN AI ACTS AS A “STATE”, IT IS FORCED TO SACRIFICE PART OF ITS “CLEANNESS AND PERFECTION” IN EXCHANGE FOR “REAL QUALITY”。
3. Comparison of operational cases
Activation cause and effect (parallel perfection):
PromptA beautiful woman boxing in a gym, action shot, 4k
Result: A perfect fitness ad. The make-up looks good, the fists clean and even the sweat looks like a bead。
State cause and effect (situational sense):
Prompt: A woman in a state of utter exhaustion after the 12th round of a championship fight, bruising, healthy atmosphere, haze
Depth resolution:
Hypothetical terms: “Exhaustion”, “After 12th round”。
AI'S REACTION: IN ORDER TO MAKE "EXTREME" WORK, AI PUTS ITS HAIR ON ITS FACE (INCREASED DEBAUCHERY), MIXS SWEAT AND OIL ON ITS SKIN (INCREASED SKIN QUALITY) AND BLED MUSCLES (INCREASED AUTHENTICITY)。
PHOTOMETRIC CHANGE: TO MATCH THE "SUSPENSE" STATE, AI AUTOMATICALLY SUPPRESSES THE BACKGROUND, EMPHASIZES THE MUSCLE LINE WITH A TOP OR SIDE-REVERSE LIGHT, AND EXITS FROM THE "SUGAR WATER TABLET" IN A MOMENT。

Right mediocre perfection/left profile quality
Chapter III: Skills II - Use of “emotional” as a filter rather than a physical description
1. Pain point analysis: descriptive book description
NOW AI'S VERY GOOD. YOU LET IT PAINT THE STREETS OF THE SUN, AND IT GIVES YOU THE BEST OF SUNSHINE AND STREETS. IT'S ACCURATE, BUT IT'S NOT CONTAGIOUS. IT'S LIKE A REAL ESTATE IMPACT MAP。
2. Solutions: Emotion as filter
IN THE CURRENT MODEL, EMOTIONAL TERMS ARE ESSENTIALLY A COMPLEX SET OF VISUAL PRESETS. WHEN YOU ENTER A STRONG EMOTION, AI IS NOT JUST ADJUSTING THE PERSON'S FACE, IT IS ADJUSTING THE COLOR, WHITE BALANCE, CONTRAST AND IMAGE ANGLE OF THE WHOLE PICTURE。
Using "emotional" as the cause of the image, AI can automatically finish your master's tune。
3. Comparison of operational cases
Physical conditions (general living charts):
Prompt: A bedroom, morning light, window open. I'm not sure
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Result: A picture of the IKEA style, sweet but ordinary。
Emotional causes and consequences (film culture):
Prompt: The rising feeling of nostalgia and security, an empty bedroom where someone used to live, silence visited by dust moments in light. I'm not sure
Depth resolution:
Hypothetical karma: “Nostalgia”, “Separation”。
AI's Reaction: Although you're not asking for retroverts, in order to show nostalgia, AI automatically reduces saturation by adding film particles (Film Grain), which may be warm yellow or green。
DETAILS: IN ORDER FOR THE LOGIC OF "SOMEONE HAS LIVED" BUT "NOW EMPTY" TO WORK, AI MAY DRAW A MARK ON THE WALL, AFTER THE FRAME, AND A SCRATCH ON THE GROUND. THESE DETAILS ARE PHYSICAL DESCRIPTIONS THAT ARE DIFFICULT TO CONTROL WITH PRECISION, BUT EMOTIONAL LOGIC CAN EASILY TRIGGER。

Normal left graph/right graph film level atmosphere
Chapter IV: Tactical III — Write the results first, then make up the reasons for “extra-realistic”
1. Pain point analysis: limitations of natural light
THE CURRENT AI SIMULATION OF NATURAL LIGHT (SUNSETS, DARK SKIES, STUDIO LIGHTS) HAS PEAKED. BUT IF YOU WANT TO PURSUE THE KIND OF VISUAL SHOCK THAT'S ** INTO THE SOUL, ** THE NORMAL NATURAL LIGHT LOGIC IS NOT ENOUGH. AI WOULD BE LIMITED TO PHYSICAL RULES AND WOULD NOT DARE TO PLAY LIGHT TOO DRAMATICLY。
Solutions: enforcement of violations through “false results”
Formula: [extreme visual results] + [Fictional dramatic causes]
We're going to tell AI an insane reason to force it to break the normal physical lumino logic and create an extremely powerful image. This is particularly effective in Flux and Midjourney, creating a unique beauty between reality and illustration。
3. Comparison of operational cases
Positive description (conventional light):
Prompt: Portrait of a man, rimlighting, dark background
Results: A standard portrait, a good contrast of light, but it's like a normal photo。
Results behind:
Prompt: A face illuminated by the Holy Glow of a cybernetic anngel dissembling, high control, divine indiversifying glitch events in the air. I'm not sure
Depth resolution:
Fake cause: "Cybernetic angel dissembling" -- even if it doesn't even have an angel in the picture。
IN ORDER TO RATIONALIZE THIS “SACROSANCT LIGHT”, AI USES AN UNNATURAL, SUPER-HEATING HEAT-ON-THE-COLOUR (E.G., BLUE-TWILIGHT GOLD)。
Surprise: Because of the reference to Glitch, AI may add some digital noise or light around the perfect human image, a sense of “destruction” that fills the picture with the smell of modern art and completely removes the oily smoothness that AI generates。

General lumino/right image superreal tension on left
Chapter V: Summarizing and Hearting - Being a director, not an ace
Why is “false cause and effect” a high-level game
Now the living map platform is like a technocrat without imagination。
If you give only physical instructions, it gives you work。
If you give it dramas, emotions, pre-causes, it's super much。
2. Core Logic Rover
Refusal to swing: replace "actions" with "states" to obtain a true sense of physical quality (sweat, flaw, gravity)。
Reject filters: Replace the word "colour" with the word "emotion" to capture the coloring logic of the film level。
Rejecting mediocre: Explaining "exaggerated results" with "puzzling reasons" to get a very critical visual style。
3. Post-school work
Please open the platform and try to generate a map of the "humans in the rain"。
A girl waiting in the rain, holding an ummrrella, detailed street.
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A girl standing in the rain, respected hope that he might still show up, Chinese society, cold atmosphe.
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THE DIFFERENCE IN OBSERVATION: LOOK AT THE LOOK OF EYES IN GROUP B, THE FORM OF RAIN AND THE DEFICTION OF THE BACKGROUND, IS IT MORE "STORY" THAN GROUP A
Conclusion
DON'T BOTHER TO THINK ABOUT THE LOGIC OF HINTS BECAUSE AI IS GETTING BETTER AND BETTER. ON THE CONTRARY, IT IS PRECISELY BECAUSE OF AI'S ART THAT “IDEAS” AND “LEGITIMATE” HAVE BECOME THE ONLY BARRIERS TO CAPPING THE PICTURE。
HYPOTHETICAL KARMA TECHNIQUE, WHICH ALLOWS YOU TO CREATE THE "SINGLE, NON-REPLICABLE MOMENT" IN THE SAME AND DIFFERENT OCEAN CREATED BY AI。