Realism isn’t a look—it’s the consistent physics of causes across geometry, light, and camera capture.


Previous · Part 11
Cinematic vs Photographic: The Physics of Two Different Truths

Next · Part 13
Repair Mode: The 30-Second Fix for Almost-Good AI Images
This builds on Part 11: Cinematic vs Photographic: The Physics of Two Different Truths
Continue with Part 13: Repair Mode: The 30-Second Fix for Almost-Good AI Images

The director’s job: decide what matters, then place it
Most AI image prompts fail because they ask the model to invent a world, instead of composing one.
Shot design is the fix. It’s how cinematographers get clarity: they control framing, blocking, and camera position so every pixel has a job.
1) Framing: write the geometry before the details
Framing is your first constraint. It determines:

- how much context the viewer gets
- where attention lands
- how relationships read (dominance, intimacy, threat)
- what the background can support (or sabotage)
Use framing language that points to actual composition choices:
A practical framing vocabulary (that AI can reliably understand)
- Aspect & crop: “wide establishing,” “medium shot,” “tight close-up,” “over-the-shoulder”
- Subject placement: “centered,” “rule of thirds,” “leading lines”
- Depth cues: “foreground elements,” “layered background”
- Camera height: “eye level,” “slightly low,” “high angle,” “ground level”
- Lens behavior (without repeating old lens theory): “wide enough to feel immersive,” “long lens compression look” (use only if your pipeline supports it)
Micro-move: framing that changes emotion instantly
Try swapping only one phrase and observe the emotional shift:

- “medium shot, eye level” → conversation energy
- “tight close-up, slightly low angle” → intensity / pressure
- “wide establishing shot, high angle” → isolation / vulnerability
Unlock the full applied series
Get all 15 parts of The Physics of Better AI Images — 92 min read · 18,266 words across the full sequence.
Inside the series
Parts 1-4: Constraints make it real
Parts 5-9: Camera causes, not vibes
Parts 10-12: Surfaces, framing, and truth priority
Parts 13-14: Repair and recipe workflows
Part 15: Master Prompt Sheet
Realism isn’t a look—it’s the consistent physics of causes across geometry, light, and camera capture.
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