Prototype Package v1
Infinite Recursive Documentary System
Prototype Package v1
1. Formal System Diagrams
A. Full System Architecture
┌─────────────────────────────────────────────┐
│ USER INPUT │
│ image / video / live camera feed │
└─────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────┐
│ SCENE UNDERSTANDING ENGINE │
│ │
│ • object detection │
│ • segmentation │
│ • material inference │
│ • environmental reasoning │
│ • style / historical inference │
└─────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────┐
│ SEMANTIC SCENE GRAPH │
│ │
│ nodes = objects/materials/concepts │
│ edges = relationships/context │
└─────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────┐
│ KNOWLEDGE GRAPH LAYER │
│ │
│ science/history/economics/culture │
│ causal + contextual relationships │
└─────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────┐
│ DOCUMENTARY PLANNING ENGINE │
│ │
│ • narrative arc │
│ • curiosity optimization │
│ • pacing │
│ • transition planning │
│ • cinematic framing │
└─────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────┐
│ CINEMATIC GENERATION ENGINE │
│ │
│ • video diffusion │
│ • neural rendering │
│ • voice generation │
│ • soundtrack generation │
│ • continuity management │
└─────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────┐
│ INTERACTIVE GENERATED OUTPUT │
│ │
│ dynamically explorable documentary scene │
└─────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────┐
│ RECURSIVE SEMANTIC RE-ANALYSIS │
│ │
│ generated frames become new scene graphs │
└─────────────────────────────────────────────┘
│
└──────────────↺
B. Recursive Exploration Logic
INITIAL IMAGE
│
▼
USER SELECTS OBJECT
│
▼
OBJECT IDENTIFIED
│
▼
KNOWLEDGE PATH GENERATED
│
▼
CINEMATIC DOCUMENTARY CREATED
│
▼
GENERATED SCENE ANALYZED
│
▼
NEW INTERACTIVE OBJECTS CREATED
│
▼
USER SELECTS NEW OBJECT
│
└────────────↺
C. Semantic Continuity Engine
CURRENT TOPIC
│
├── visual continuity
├── thematic continuity
├── emotional pacing
├── knowledge relevance
└── curiosity weighting
│
▼
NEXT DOCUMENTARY BRANCH
D. Documentary Planning Model
ENTITY SELECTION
│
▼
CONTEXT EXTRACTION
│
▼
POSSIBLE STORY PATHS
│
├── scientific
├── historical
├── cultural
├── economic
├── ecological
└── philosophical
│
▼
BEST CINEMATIC PATH CHOSEN
2. UI Mockups (Text Wireframes)
A. Main Experience Interface
┌────────────────────────────────────────────┐
│ │
│ │
│ [ INTERACTIVE IMAGE / VIDEO ] │
│ │
│ ○ lamp │
│ ○ window │
│ ○ bird │
│ │
│ │
├────────────────────────────────────────────┤
│ │
│ NOW EXPLORING: "Tungsten Filament" │
│ │
│ [ pause ] [ back ] [ branch map ] │
│ │
└────────────────────────────────────────────┘
B. Recursive Branch Map
Living Room
│
├── Lamp
│ ├── Tungsten
│ │ ├── Mining
│ │ └── Atomic Structure
│ │
│ └── Electricity
│ └── Power Grid
│
└── Window
└── Bird
├── Migration
└── Evolution
C. Cinematic Transition Example
ROOM
↓ slow zoom
LAMP
↓ macro zoom
FILAMENT
↓ glowing transition
ATOMIC LATTICE
↓ particle simulation
ELECTRON FLOW
↓ global satellite transition
POWER GRID
D. Curiosity Mode Selector
EXPLORE MODE:
(•) Scientific
( ) Historical
( ) Cultural
( ) Ecological
( ) Philosophical
( ) Random Discovery
3. Interaction Storyboard
Storyboard Example
“The Lamp Journey”
Scene 1 — Living Room
Visual:
Warm cinematic room.
Narration:
“Every object in this room contains invisible histories.”
User clicks lamp.
Scene 2 — Lamp Surface
Camera slowly pushes inward.
Narration:
“This lamp converts electricity into light through a tiny tungsten filament.”
Interactive hotspots appear:
- filament
- copper wire
- lampshade fabric
User clicks filament.
Scene 3 — Tungsten Filament
Macro cinematic imagery.
Narration:
“Tungsten survives temperatures hotter than molten lava.”
Visual transition:
Filament morphs into glowing industrial furnace.
User clicks molten metal.
Scene 4 — Mining Sequence
Aerial mining footage generated.
Narration:
“Most tungsten begins deep underground…”
Visible objects:
- excavation machines
- rock layers
- minerals
User clicks rock strata.
Scene 5 — Geological Formation
The Earth crust peels apart cinematically.
Narration:
“These minerals formed through tectonic forces over millions of years.”
Transition into planetary formation.
User clicks meteor impact.
Scene 6 — Cosmic Origins
Stars forming heavy elements.
Narration:
“The tungsten in your lamp was forged inside exploding stars.”
Key Observation
The emotional arc evolved naturally:
room → industry → geology → cosmos.
That emotional scale progression is a core feature.
4. Concrete Prototype Flow
MVP (Minimum Viable Prototype)
Goal
Prove that:
recursive cinematic curiosity feels magical.
NOT full infinite generation yet.
MVP Scope
Input
Single still image.
Example:
Living room photograph.
User Action
Click object.
System Performs
Step 1
Object segmentation.
Tools:
- SAM2
- GroundingDINO
- GPT-4o vision-style models
Step 2
Semantic enrichment.
Example:
“lamp”
→ tungsten
→ electricity
→ industrial design
Step 3
Narrative generation.
Generate:
- 45-second documentary script.
Step 4
Visual generation.
Could initially use:
- still-image animation,
- parallax,
- zoom effects,
- generated inserts.
Does NOT need full video diffusion initially.
Step 5
Hotspot regeneration.
Generated scenes contain clickable objects.
Prototype Stack
Frontend
- React
- Three.js
- WebGL zoom transitions
AI Layer
- multimodal LLM
- object segmentation models
- knowledge graph retrieval
Video Layer
Initially:
- image interpolation,
- pan/zoom,
- generated clips.
Later:
- full diffusion video.
Prototype Pipeline
IMAGE
↓
OBJECT CLICK
↓
OBJECT IDENTIFICATION
↓
KNOWLEDGE RETRIEVAL
↓
SCRIPT GENERATION
↓
VISUAL ASSET GENERATION
↓
NARRATED MINI-DOCUMENTARY
↓
NEW CLICKABLE OBJECTS
5. Strong Patent Framing
Suggested Invention Title
“Recursive Semantic Cinematic Exploration System”
Alternative:
“Interactive Generative Documentary Navigation System”
Example Claim Direction
(Not legal language yet.)
A computer-implemented method for recursively generating interactive documentary sequences from visual media, wherein generated audiovisual scenes are continuously reinterpreted into semantic interaction graphs enabling indefinite user-directed traversal through dynamically synthesized contextual narratives.
That’s getting much closer to actual patent territory.
6. Best Immediate Next Step
You now need:
- visual mockups,
- a clickable prototype,
- and ideally a 60–90 second proof-of-concept film.
That combination is:
- investor-ready,
- patent-attorney-ready,
- and technically clarifying.
The next thing I’d recommend is creating:
- a pitch deck,
- product screenshots,
- a demo script,
- and a prototype roadmap with milestones.

https://shorturl.fm/mtXGL
https://shorturl.fm/s8qCm
https://shorturl.fm/sbPbB